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@article{lecun98,
	Author = {LeCun, Y. and Bottou, L. and Bengio, Y. and Haffner, P.},
	Date-Added = {2011-02-14 15:48:28 +0100},
	Date-Modified = {2011-02-14 15:49:29 +0100},
	Journal = {Proceedings of the IEEE},
	Number = {11},
	Pages = {2278-2324},
	Title = {Gradient-based learning applied to document recognition},
	Volume = {86},
	Year = {1998}}

@article{carson97,
	Author = {Carson, C. and Belongie, S. and Greenspan, H. and Malik, J.},
	Date-Added = {2011-01-06 15:41:19 +0100},
	Date-Modified = {2011-01-06 15:41:19 +0100},
	Journal = {Proceedings of IEEE Workshop on Content-Based access of Image and Video libraries},
	Pages = {42-49},
	Title = {Region-based image querying},
	Year = {1997}}

@article{carson99,
	Author = {Carson, C. and Thomas, M. and Belongie, S. and Hellerstein, J. M. and Malik, J.},
	Date-Added = {2011-01-06 15:41:19 +0100},
	Date-Modified = {2011-01-06 15:41:19 +0100},
	Journal = {Third international conference on Visual Information Systems},
	Title = {Blobworld: A system for region-based image indexing and retrieval},
	Year = {1999}}

@article{oliva97,
	Author = {Oliva, A. and Schyns, P. G.},
	Date-Added = {2011-01-06 15:40:57 +0100},
	Date-Modified = {2011-01-06 15:40:57 +0100},
	Journal = {Cognitive Psychology},
	Pages = {72-107},
	Title = {Coarse blobs or fine edges? Evidence that information diagnosticity changes the perception of complex visual stimuli},
	Volume = {34},
	Year = {1997}}

@article{schyns94,
	Author = {Schyns, P. G. and Oliva, A.},
	Date-Added = {2011-01-06 15:40:33 +0100},
	Date-Modified = {2011-01-06 15:40:33 +0100},
	Journal = {Psychological Science},
	Pages = {195-200},
	Title = {From blobs to boundary edges: evidence for time- and spatial-scale dependent scene recognition},
	Volume = {5},
	Year = {1994}}

@article{wang00,
	Author = {Wang, Y. and Luo, S. and Freedman, M. T. and Kung, S. Y.},
	Date-Added = {2011-01-06 15:37:03 +0100},
	Date-Modified = {2011-01-06 15:38:57 +0100},
	Journal = {IEEE Transactions on Neural Networks},
	Number = {3},
	Pages = {625-636},
	Title = {Probabilistic Principal Component Subspaces: A Hierarchical Finite Mixture Model for Data Visualization},
	Volume = {11},
	Year = {2000}}

@article{nielsen10b,
	Author = {Nielsen, F. and Boltz, S.},
	Date-Added = {2011-01-06 15:33:52 +0100},
	Date-Modified = {2011-01-06 15:34:57 +0100},
	Journal = {arXiv},
	Title = {The Burbea-Rao and Bhattacharyya centroids},
	Volume = {arXiv:1004.5049v1},
	Year = {2010}}

@article{garcia10,
	Author = {Garcia, V. and Nielsen, F.},
	Date-Added = {2011-01-06 15:30:38 +0100},
	Date-Modified = {2011-01-06 15:31:44 +0100},
	Journal = {Signal Processing},
	Pages = {3197-3212},
	Title = {Simplification and hierarchical representations of mixtures of exponential families},
	Volume = {90},
	Year = {2010}}

@article{fisher87,
	Author = {Fisher, D. H.},
	Date-Added = {2011-01-05 14:47:21 +0100},
	Date-Modified = {2011-01-05 14:48:20 +0100},
	Journal = {Machine Learning},
	Pages = {139-172},
	Title = {Knowledge acquisition via incremental conceptual clustering},
	Volume = {2},
	Year = {1987}}

@article{murtagh84,
	Author = {Murtagh, F.},
	Date-Added = {2011-01-03 15:03:35 +0100},
	Date-Modified = {2011-01-03 15:06:06 +0100},
	Journal = {The Computer Journal},
	Pages = {354-359},
	Title = {A survey of recent advances in hierarchical clustering algorithms which use cluster centers},
	Volume = {26},
	Year = {1984}}

@book{quinlan93,
	Author = {Quinlan, J. R.},
	Date-Added = {2011-01-03 13:17:39 +0100},
	Date-Modified = {2011-01-03 13:18:26 +0100},
	Publisher = {Morgan Kaufmann},
	Title = {C4.5: Programs for Machine Learning},
	Year = {1993}}

@article{quinlan86,
	Author = {Quinlan, J. R.},
	Date-Added = {2011-01-03 13:16:20 +0100},
	Date-Modified = {2011-01-03 13:17:35 +0100},
	Journal = {Machine Learning},
	Number = {1},
	Pages = {81-106},
	Title = {Induction of decision trees},
	Volume = {1},
	Year = {1986}}

@book{breiman84,
	Author = {Breiman, L. and Friedman, J. H. and Olshen, R. A. and Stone, P. J.},
	Date-Added = {2011-01-03 13:14:48 +0100},
	Date-Modified = {2011-01-03 13:16:14 +0100},
	Publisher = {Wadsworth},
	Title = {Classification and Regression trees},
	Year = {1984}}

@article{bunke98,
	Author = {Bunke, H. and Shearer, K.},
	Date-Added = {2010-12-17 09:39:00 +0100},
	Date-Modified = {2010-12-17 09:40:09 +0100},
	Journal = {Pattern recognition Letters},
	Number = {3-4},
	Pages = {255-259},
	Title = {A graph distance metric based on the maximal common subgraph},
	Volume = {19},
	Year = {1998}}

@article{bishop98,
	Author = {Bishop, C. M. and Svensen, M.},
	Date-Added = {2010-12-08 14:57:17 +0100},
	Date-Modified = {2010-12-08 14:58:27 +0100},
	Journal = {Neural Computation},
	Number = {1},
	Pages = {215-234},
	Title = {The Generative Topographic Mapping},
	Volume = {10},
	Year = {1998}}

@article{jordan99,
	Author = {Jordan, M. I. and Ghahramani, Z. and Jaakkola T. S. and Saul, L. K.},
	Date-Added = {2010-10-14 18:21:35 +0200},
	Date-Modified = {2010-10-14 18:22:49 +0200},
	Journal = {Machine Learning},
	Pages = {183-233},
	Title = {An introduction to Variational Methods for Graphical models},
	Volume = {37},
	Year = {1999}}

@article{cabanes09,
	Author = {Cabanes, G. and Bennani, Y.},
	Date-Added = {2010-10-12 17:37:40 +0200},
	Date-Modified = {2010-10-12 17:38:44 +0200},
	Journal = {LNCS 5863 - Neural Information Processing},
	Pages = {546-553},
	Title = {Comparing Large Datasets Structures through Unsupervised Learning},
	Year = {2009}}

@article{cabanes08,
	Author = {Cabanes, G. and Bennani, Y.},
	Date-Added = {2010-10-12 17:32:48 +0200},
	Date-Modified = {2010-10-12 17:35:18 +0200},
	Journal = {IEEE International Joint Conference on Neural Networks},
	Pages = {1176-1182},
	Title = {A local density-based simultaneous two-level algorithm for topographic clustering},
	Year = {2008}}

@article{dietterich00,
	Author = {Dietterich, T. G.},
	Date-Added = {2010-10-12 15:35:16 +0200},
	Date-Modified = {2010-10-12 15:36:32 +0200},
	Journal = {LNCS 1857 - Multiple Classifier Systems},
	Pages = {1-15},
	Title = {Ensemble methods in Machine Learning},
	Year = {2000}}

@article{kohonen90,
	Author = {Kohonen, T.},
	Date-Added = {2010-10-05 18:28:07 +0200},
	Date-Modified = {2010-10-05 18:29:16 +0200},
	Journal = {Proceedings of the IEEE},
	Number = {9},
	Pages = {1464-1480},
	Title = {The self-organizing map},
	Volume = {78},
	Year = {1990}}

@article{bruneau10e,
	Author = {Bruneau, P. and Picarougne, F. and Gelgon, M.},
	Date-Added = {2010-10-04 14:36:36 +0200},
	Date-Modified = {2010-10-04 14:38:58 +0200},
	Journal = {Actes de joint meeting of the Soci{\'e}t{\'e} Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC-CLADAG'10)},
	Month = {La R{\'e}union (France)},
	Title = {\textbf{Visualisation dynamique de classification d'images semi-supervis{\'e}e incr{\'e}mentale}},
	Year = {2010}}

@misc{gsl,
	Author = {GSL},
	Date-Added = {2010-09-17 17:13:08 +0200},
	Date-Modified = {2010-09-17 17:16:29 +0200},
	Key = {gsl},
	Title = {{GNU} Scientific Library, http://www.gnu.org/software/gsl},
	Year = {2010}}

@misc{rproject,
	Author = {Rproject},
	Date-Added = {2010-09-17 17:10:35 +0200},
	Date-Modified = {2010-09-17 17:16:43 +0200},
	Key = {rproject},
	Title = {The {R} Project, http://www.r-project.org},
	Year = {2010}}

@article{oreilly05,
	Author = {O'Reilly, T.},
	Date-Added = {2010-09-16 18:02:29 +0200},
	Date-Modified = {2010-09-16 18:03:32 +0200},
	Journal = {O'Reilly Media, http://oreilly. com/pub/a/web2/archive/what-is-web-20.html?page=2},
	Title = {What is Web 2.0},
	Year = {2005}}

@article{hershey07,
	Author = {Hershey, J. R. and Olsen, P. A.},
	Date-Added = {2010-09-12 10:51:31 +0200},
	Date-Modified = {2010-09-12 10:52:48 +0200},
	Journal = {Proceedings of IEEE Conference on Acoustics, Speech and Signal Processing},
	Title = {Approximating the Kullback Leibler Divergence Between Gaussian Mixture Models},
	Year = {2007}}

@article{banerjee05b,
	Author = {Banerjee, A. and Guo, X. and Wang, H.},
	Date-Added = {2010-09-11 18:23:37 +0200},
	Date-Modified = {2010-09-11 18:25:03 +0200},
	Journal = {IEEE Trans. on Information Theory},
	Number = {7},
	Pages = {2664-2669},
	Title = {On the optimality of conditional expectation as a Bregman predictor},
	Volume = {51},
	Year = {2005}}

@article{banerjee05a,
	Author = {Banerjee, A. and Merugu, S. and Dhillon, I. S. and Ghosh, J.},
	Date-Added = {2010-09-11 18:21:26 +0200},
	Date-Modified = {2010-09-11 18:23:24 +0200},
	Journal = {Journal of Machine Learning Research},
	Pages = {1705-1749},
	Title = {Clustering with Bregman divergences},
	Volume = {6},
	Year = {2005}}

@article{lloyd82,
	Author = {Lloyd, S. P.},
	Date-Added = {2010-09-11 17:19:47 +0200},
	Date-Modified = {2010-09-11 17:20:57 +0200},
	Journal = {IEEE Trans. on Information Theory},
	Number = {2},
	Pages = {129-136},
	Title = {Least squares quantization in PCM},
	Volume = {28},
	Year = {1982}}

@article{nielsen09,
	Author = {Nielsen, F. and Nock, R.},
	Date-Added = {2010-09-11 09:11:31 +0200},
	Date-Modified = {2010-09-11 09:12:36 +0200},
	Journal = {IEEE Transactions on Information Theory},
	Number = {6},
	Pages = {2882-2904},
	Title = {Sided and symmetrized Bregman centroids},
	Volume = {55},
	Year = {2009}}

@article{nielsen10,
	Author = {Garcia, V. and Nielsen, F. and Nock, R.},
	Date-Added = {2010-09-11 09:07:09 +0200},
	Date-Modified = {2010-09-11 09:09:45 +0200},
	Journal = {Proceedings of IEEE Conference on Acoustics, Speech and Signal Processing},
	Title = {Hierarchical Gaussian Mixture Models},
	Year = {2010}}

@article{inoue10,
	Author = {Inoue, K. and Saito, T. and Shinoda, K. and Furui, S.},
	Date-Added = {2010-09-10 17:27:56 +0200},
	Date-Modified = {2010-09-10 17:33:44 +0200},
	Journal = {Proceedings of IAPR/IEEE International Conference on Pattern Recognition (ICPR'10)},
	Title = {High-level feature extraction using SIFT GMMs and audio models},
	Year = {2010}}

@article{hotta10,
	Author = {Hotta, K.},
	Date-Added = {2010-09-10 17:24:24 +0200},
	Date-Modified = {2010-09-10 17:27:38 +0200},
	Journal = {Proceedings of IAPR/IEEE International Conference on Pattern Recognition (ICPR'10)},
	Title = {Scene classification using local co-occurrence feature in subspace obtained by KPCA of local blob visual words},
	Year = {2010}}

@article{wu10,
	Author = {Wu, L. and Luo, S. and Zheng, X.},
	Date-Added = {2010-09-10 17:22:14 +0200},
	Date-Modified = {2010-09-10 17:23:49 +0200},
	Journal = {Proceedings of IAPR/IEEE International Conference on Pattern Recognition (ICPR'10)},
	Title = {Integrating ILSR to bag-of-visual words model based on sparse codes of SIFT features representations},
	Year = {2010}}

@article{geman84,
	Author = {Geman, S. and Geman, D.},
	Date-Added = {2010-09-10 16:55:06 +0200},
	Date-Modified = {2010-09-10 16:56:33 +0200},
	Journal = {IEEE Trans. on Pattern Analysis Machine Intelligence},
	Number = {1},
	Pages = {721-741},
	Title = {Stochastic relaxation, Gibbs distributions, and the {B}ayesian restoration of images},
	Volume = {6},
	Year = {1984}}

@article{ono09,
	Author = {Ono, C. and Kurokawa, M. and Motomura, Y. and Asoh, H.},
	Date-Added = {2010-09-07 10:56:30 +0200},
	Date-Modified = {2010-09-07 10:57:43 +0200},
	Journal = {Lecture Notes in Computer Science},
	Pages = {247-257},
	Title = {A Context-Aware Movie Preference Model Using a Bayesian Network for Recommendation and Promotion},
	Volume = {4511/2009},
	Year = {2009}}

@article{aihara10,
	Author = {Aihara, K. and Takasu, A.},
	Date-Added = {2010-09-07 10:53:08 +0200},
	Date-Modified = {2010-09-07 10:54:02 +0200},
	Journal = {Lecture Notes in Computer Science},
	Pages = {207-209},
	Title = {Category Based Customization Approach for Information Retrieval},
	Volume = {2109/2010},
	Year = {2010}}

@article{liu10,
	Author = {Liu, J. and Yang, J. and Zhang, Y. and He, X.},
	Date-Added = {2010-09-07 10:48:51 +0200},
	Date-Modified = {2010-09-07 10:50:08 +0200},
	Journal = {Proceedings of IAPR/IEEE International Conference on Pattern Recognition (ICPR'10)},
	Title = {Action Recognition by Multiple Features and Hyper-Sphere Multi-class SVM},
	Year = {2010}}

@article{nikitidis10,
	Author = {Nikitidis, S. and Nikolaidis, N. and Pitas, I.},
	Date-Added = {2010-09-07 10:45:02 +0200},
	Date-Modified = {2010-09-07 10:46:19 +0200},
	Journal = {Proceedings of IAPR/IEEE International Conference on Pattern Recognition (ICPR'10)},
	Title = {Incremental Training of Multiclass Support Vector Machines},
	Year = {2010}}

@article{seidl09,
	Author = {Seidl, T. and Assent, I. and Kranen, P. and Krieger, R. and Herrmann, J.},
	Date-Added = {2010-09-07 10:40:20 +0200},
	Date-Modified = {2010-09-07 10:41:39 +0200},
	Journal = {Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology},
	Pages = {311-322},
	Title = {Indexing density models for incremental learning and anytime classification on data streams},
	Year = {2009}}

@article{li10,
	Author = {Li, L.-J. and Fei-Fei, L.},
	Date-Added = {2010-09-07 10:37:41 +0200},
	Date-Modified = {2010-09-07 10:39:46 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {2},
	Pages = {147-168},
	Title = {OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning},
	Volume = {88},
	Year = {2010}}

@article{sulic10,
	Author = {Sulic, V. and Pers, J. and Kristan, M. and Kovacic, S.},
	Date-Added = {2010-09-07 10:26:21 +0200},
	Date-Modified = {2010-09-07 10:28:01 +0200},
	Journal = {Proceedings of IAPR/IEEE International Conference on Pattern Recognition (ICPR'10)},
	Title = {Dimensionality reduction for Distributed Vision Systems using Random Projections},
	Year = {2010}}

@article{ghinita09,
	Author = {Ghinita, G. and Karras, P. and Kalnis, P. and Mamoulis, N.},
	Date-Added = {2010-09-07 10:22:39 +0200},
	Date-Modified = {2010-09-07 10:23:42 +0200},
	Journal = {ACM Transactions on Database Systems (TODS)},
	Number = {2},
	Pages = {9},
	Title = {A framework for efficient data anonymization under privacy and accuracy constraints},
	Volume = {34},
	Year = {2009}}

@article{coull09,
	Author = {Coull, S. E. and Monrose, F. and Reiter, M. K. and Bailey, M.},
	Date-Added = {2010-09-07 10:20:53 +0200},
	Date-Modified = {2010-09-07 11:01:26 +0200},
	Journal = {Proceedings of the 2009 Cybersecurity Applications \& Technology Conference for Homeland Security},
	Pages = {230-236},
	Title = {The Challenges of Effectively Anonymizing Network Data},
	Year = {2009}}

@article{camargo10,
	Author = {Camargo, J. E. and Caicedo, J. C. and Chavarro, A. M. and Gonzal{\'e}z, F. A.},
	Date-Added = {2010-09-07 10:12:24 +0200},
	Date-Modified = {2010-09-07 10:14:17 +0200},
	Journal = {International Workshop on Content-Based Multimedia Indexing},
	Pages = {1-6},
	Title = {A kernel-based strategy for exploratory image collection search},
	Year = {2010}}

@article{huyhn09,
	Author = {Huyhn, D. F. and Karger, D. R.},
	Date-Added = {2010-09-07 10:01:45 +0200},
	Date-Modified = {2010-09-07 10:03:12 +0200},
	Journal = {WWW},
	Title = {Parallax and Companion: Set-based Browsing for the Data Web},
	Year = {2009}}

@article{baluja10,
	Author = {Baluja, S.  and Covell, M.},
	Date-Added = {2010-09-07 09:40:02 +0200},
	Date-Modified = {2010-09-07 09:45:29 +0200},
	Journal = {Proceedings of IAPR/IEEE International Conference on Pattern Recognition (ICPR'10)},
	Title = {Beyond "Near-Duplicates" : Learning Hash Codes for Efficient Similar-Image Retrieval},
	Year = {2010}}

@article{fergus09,
	Author = {Fergus, R. and Weiss, Y. and Torralba, A.},
	Date-Added = {2010-09-07 09:34:45 +0200},
	Date-Modified = {2010-09-07 09:38:29 +0200},
	Journal = {{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems - {MIT} {P}ress},
	Pages = {522-530},
	Title = {Semi-Supervised Learning in Gigantic Image Collections},
	Volume = {22},
	Year = {2009}}

@article{haase09,
	Author = {Haase, P. and Herzig, D. and Musen, M. and Tran, T.},
	Date-Added = {2010-09-07 09:24:41 +0200},
	Date-Modified = {2010-09-07 09:26:10 +0200},
	Journal = {Lecture Notes in Computer Science},
	Pages = {445-460},
	Title = {Semantic Wiki Search},
	Volume = {5554/2009},
	Year = {2009}}

@book{vapnik95,
	Author = {Vapnik, V.},
	Date-Added = {2010-09-02 08:25:49 +0200},
	Date-Modified = {2010-09-02 08:26:55 +0200},
	Publisher = {Springer-Verlag},
	Title = {The Nature of Statistical Learning Theory},
	Year = {1995}}

@article{guyon92,
	Author = {Guyon, I. and Vapnik, V. and Boser, B. and Bottou, L. and Solla, S.},
	Date-Added = {2010-09-02 08:23:23 +0200},
	Date-Modified = {2010-09-02 08:25:31 +0200},
	Journal = {Advances in Neural Information Processing Systems},
	Pages = {471-479},
	Title = {Structural risk minimization for character recognition},
	Volume = {4},
	Year = {1992}}

@article{kohavi95,
	Author = {Kohavi, R.},
	Date-Added = {2010-08-30 19:00:20 +0200},
	Date-Modified = {2010-08-30 19:01:38 +0200},
	Journal = {Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence},
	Number = {12},
	Pages = {1137-1143},
	Title = {A study of cross-validation and bootstrap for accuracy estimation and model selection},
	Volume = {2},
	Year = {1995}}

@article{bruneau09d,
	Author = {Bruneau, P.},
	Date-Added = {2010-08-23 11:04:10 +0300},
	Date-Modified = {2010-09-17 14:54:17 +0200},
	Journal = {Journ{\'e}e des doctorants de l'{\'e}cole doctorale STIM (JDOC'09) - prix du meilleur article (sur env. 100)},
	Month = {Nantes (France), Avril},
	Title = {\textbf{De l'utilisation pratique des m{\'e}langes de gaussiennes}},
	Year = {2009}}

@article{bruneau08c,
	Author = {Bruneau, P. and Picarougne, F. and Gelgon, M.},
	Date-Added = {2010-08-23 11:02:44 +0300},
	Date-Modified = {2010-09-17 14:51:45 +0200},
	Journal = {Actes de joint meeting of the Soci{\'e}t{\'e} Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC-CLADAG'08)},
	Month = {Naples (Italie), Juin},
	Title = {\textbf{Incremental clustering in a data stream with a flock of agents}},
	Year = {2008}}

@article{gelgon08,
	Author = {Gelgon, M. and Maillet, A. and Bruneau, P. and Picarougne, F. and Lehn, R.},
	Date-Added = {2010-08-23 10:56:05 +0300},
	Date-Modified = {2010-09-17 14:58:14 +0200},
	Journal = {Actes de Network and Electronic Media Forum (NEM'2008)},
	Month = {Paris (France)},
	Title = {\textbf{The Safim@ge Platform}},
	Year = {2008}}

@article{bruneau09c,
	Author = {Bruneau, P. and Picarougne, F. and Gelgon, M.},
	Date-Added = {2010-08-19 16:35:43 +0200},
	Date-Modified = {2010-09-17 14:52:31 +0200},
	Journal = {Actes de IEEE Congress on Evolutionary Computing (CEC'2009)},
	Month = {Trondheim (Norv{\`e}ge), Mai},
	Title = {\textbf{Incremental semi-supervised clustering in a data stream with a flock of agents}},
	Year = {2009}}

@article{asuncion07,
	Author = {Asuncion, A. and Newman, D.},
	Date-Added = {2010-08-19 14:23:36 +0200},
	Date-Modified = {2010-08-19 14:50:26 +0200},
	Journal = {http://archive.ics.uci.edu/ml/},
	Title = {UCI Machine Learning Repository},
	Year = {2007}}

@article{proctor98,
	Author = {Proctor, G. and Winter, C.},
	Date-Added = {2010-08-19 14:21:05 +0200},
	Date-Modified = {2010-08-19 14:22:28 +0200},
	Journal = {Proceedings of the First International Conference on Virtual Worlds},
	Pages = {168-176},
	Title = {Information flocking: Data visualisation in virtual worlds using emergent behaviours},
	Volume = {1434},
	Year = {1998}}

@book{clerc05,
	Author = {Clerc, M.},
	Date-Added = {2010-08-19 14:19:48 +0200},
	Date-Modified = {2010-08-19 14:20:41 +0200},
	Publisher = {Hermes-Lavoisier},
	Title = {L'optimisation par essaims particulaires : versions param{\'e}triques et adaptatives},
	Year = {2005}}

@article{azzag04,
	Author = {Azzag, H. and Guinot, C. and Venturini, G.},
	Date-Added = {2010-08-19 14:18:33 +0200},
	Date-Modified = {2010-08-19 14:19:29 +0200},
	Journal = {Proceedings of the 16th European Conference on Artificial Intelligence (ECAI 04)},
	Pages = {480-484},
	Title = {Anttree: web document clustering using artificial ants},
	Year = {2004}}

@book{fogel66,
	Author = {Fogel, L. and Owens, A. and Walsh, M.},
	Date-Added = {2010-08-19 14:16:58 +0200},
	Date-Modified = {2010-08-19 14:17:58 +0200},
	Publisher = {Wiley},
	Title = {Artificial Intelligence Through Simulated Evolution},
	Year = {1966}}

@article{rechenberg65,
	Author = {Rechenberg, I.},
	Date-Added = {2010-08-19 14:15:37 +0200},
	Date-Modified = {2010-08-19 14:16:40 +0200},
	Journal = {Royal Aircraft Establishment Translation No. 1122},
	Title = {Cybernetic solution path of an experimental problem},
	Year = {1965}}

@article{lavergne07,
	Author = {Lavergne, J. and Azzag, H. and Venturini, G. and Guinot, C.},
	Date-Added = {2010-08-19 14:13:41 +0200},
	Date-Modified = {2010-08-19 14:15:07 +0200},
	Journal = {XIVe Rencontre de la Soci{\'e}t{\'e} Francophone de Classification (SFC'2007)},
	Title = {Une approche incr{\'e}mentale d'une m{\'e}thode de classification non supervis{\'e}e par nuages d'insectes volants},
	Year = {2007}}

@article{broadwell85,
	Author = {Broadwell, P. and Myers, R. and Schaufler, R.},
	Date-Added = {2010-08-19 12:05:46 +0200},
	Date-Modified = {2010-08-19 12:06:49 +0200},
	Journal = {Siggraph Visual Proceedings},
	Title = {Plasm: A fish sample},
	Year = {1985}}

@book{bonabeau99,
	Address = {New York},
	Author = {Bonabeau, E. and Dorigo, M. and Theraulaz, G.},
	Date-Added = {2010-08-19 12:04:07 +0200},
	Date-Modified = {2010-08-19 12:05:20 +0200},
	Publisher = {Oxford University Press},
	Title = {Swarm Intelligence: From Natural to Artificial Systems},
	Year = {1999}}

@article{breder51,
	Author = {Breder, C.},
	Date-Added = {2010-08-19 12:03:03 +0200},
	Date-Modified = {2010-08-19 12:03:43 +0200},
	Journal = {Bulletin of the American Museum of Natural History},
	Number = {7FF},
	Title = {Studies in the structure of the fish school},
	Volume = {98},
	Year = {1951}}

@article{aoki84,
	Author = {Aoki, I.},
	Date-Added = {2010-08-19 12:01:01 +0200},
	Date-Modified = {2010-08-19 12:01:53 +0200},
	Journal = {Bulletin of the Japonese Society of Scientific Fisheries},
	Number = {5},
	Pages = {751-758},
	Title = {Internal dynamics of fish schools in relation to inter-fish distance},
	Volume = {50},
	Year = {1984}}

@article{davis80,
	Author = {Davis, J.},
	Date-Added = {2010-08-19 12:00:04 +0200},
	Date-Modified = {2010-08-19 12:00:43 +0200},
	Journal = {Animal Behaviour},
	Pages = {668-673},
	Title = {The cordinated aerobatics of dunlin flocks},
	Volume = {28},
	Year = {1980}}

@article{davis75,
	Author = {Davis, J.},
	Date-Added = {2010-08-19 11:59:12 +0200},
	Date-Modified = {2010-08-19 11:59:56 +0200},
	Journal = {Animal Behaviour},
	Pages = {597-601},
	Title = {Socially induced flight reactions in pigeons},
	Volume = {23},
	Year = {1975}}

@article{roweis00,
	Author = {Roweis, S. T. and Saul, L. K.},
	Date-Added = {2010-08-19 11:57:51 +0200},
	Date-Modified = {2010-08-19 11:58:51 +0200},
	Journal = {Science},
	Number = {5500},
	Pages = {2323-2326},
	Title = {Nonlinear dimensionality reduction by locally linear embedding},
	Volume = {290},
	Year = {2000}}

@article{tenenbaum00,
	Author = {Tenenbaum, J. B. and de Silva, V. and Langford, J. C.},
	Date-Added = {2010-08-19 11:55:48 +0200},
	Date-Modified = {2010-08-19 11:57:15 +0200},
	Journal = {Science},
	Number = {5500},
	Pages = {2319-2323},
	Title = {A global geometric framework for nonlinear dimensionality reduction},
	Volume = {290},
	Year = {2000}}

@article{wong97,
	Author = {Wong, P. C. and Bergeron, R. D.},
	Date-Added = {2010-08-19 11:54:25 +0200},
	Date-Modified = {2010-08-19 11:55:17 +0200},
	Journal = {Scientific Visualization, Overviews, Methodologies, and Techniques},
	Pages = {3-33},
	Title = {30 years of multidimensional multivariate visualization},
	Year = {1997}}

@article{keim96,
	Author = {Keim, D. and Kriegel, H.-P.},
	Date-Added = {2010-08-19 11:53:07 +0200},
	Date-Modified = {2010-08-19 11:54:08 +0200},
	Journal = {IEEE Transactions on Knowledge and Data Engineering, Special Issue on Data Mining},
	Number = {6},
	Pages = {923-938},
	Title = {Visualization techniques for mining large databases: a comparison},
	Volume = {8},
	Year = {1996}}

@book{cleveland93,
	Author = {Cleveland, W.},
	Date-Added = {2010-08-19 11:51:15 +0200},
	Date-Modified = {2010-08-19 11:51:53 +0200},
	Publisher = {Hobart Press},
	Title = {Visualizing Data},
	Year = {1993}}

@article{reynolds87,
	Author = {Reynolds, C. W.},
	Date-Added = {2010-08-19 11:50:02 +0200},
	Date-Modified = {2010-08-19 11:50:48 +0200},
	Journal = {Computer Graphics (SIGGRAPH '87 Conference Proceedings)},
	Number = {4},
	Pages = {25-34},
	Title = {Flocks, herds, and schools: A distributed behavioral model},
	Volume = {21},
	Year = {1987}}

@article{nasraoui03,
	Author = {Nasraoui, O. and Gonz{\'a}lez, F. A. and Cardona, C. and Rojas, C. and Dasgupta, D.},
	Date-Added = {2010-08-19 11:43:33 +0200},
	Date-Modified = {2010-08-19 11:49:45 +0200},
	Journal = {GECCO, Lecture Notes in Computer Science},
	Pages = {219-230},
	Title = {A scalable artificial immune system model for dynamic unsupervised learning},
	Volume = {2723},
	Year = {2003}}

@article{timmis00,
	Author = {Timmis, J. and Neal, M. and Hunt, J.},
	Date-Added = {2010-08-19 11:40:52 +0200},
	Date-Modified = {2010-08-19 11:41:54 +0200},
	Journal = {Biosystems},
	Number = {1},
	Pages = {143-150},
	Title = {An artificial immune system for data analysis},
	Volume = {55},
	Year = {2000}}

@inbook{azzag06a,
	Author = {Azzag, H. and Guinot, C. and Venturini, G.},
	Chapter = {7 - Data and text mining with hierarchical clustering ants},
	Date-Added = {2010-08-19 11:37:34 +0200},
	Date-Modified = {2010-08-19 11:40:31 +0200},
	Publisher = {Springer-Verlag},
	Series = {Studies in Computational Intelligence},
	Title = {Swarm Intelligence and Data Mining},
	Volume = {34},
	Year = {2006}}

@article{monmarche99,
	Author = {Monmarch{\'e}, N. and Slimane, M. and Venturini, G.},
	Date-Added = {2010-08-19 11:27:36 +0200},
	Date-Modified = {2010-08-19 11:29:35 +0200},
	Journal = {5th European Conference on Artificial Life (ECAL'99), Lecture Notes in Artificial Intelligence},
	Pages = {626-635},
	Title = {On improving clustering in numerical databases with artificial ants},
	Volume = {1674},
	Year = {1999}}

@article{kuntz97,
	Author = {Kuntz, P. and Layzell, P. and Snyers, D.},
	Date-Added = {2010-08-19 11:25:56 +0200},
	Date-Modified = {2010-08-19 11:27:10 +0200},
	Journal = {Proceedings of the Fourth European Conference on Artificial Life},
	Pages = {417-424},
	Title = {A colony of ant-like agents for partitioning in VLSI technology},
	Year = {1997}}

@article{goss91,
	Author = {Goss, S. and Deneubourg, J. L.},
	Date-Added = {2010-08-19 11:24:43 +0200},
	Date-Modified = {2010-08-19 11:25:29 +0200},
	Journal = {Proceedings of the First European Conference on Artificial Life},
	Pages = {195-204},
	Title = {Harvesting by a group of robots},
	Year = {1991}}

@article{nasraoui04,
	Author = {Nasraoui, O. and Leon, E.},
	Date-Added = {2010-08-19 11:23:05 +0200},
	Date-Modified = {2010-08-19 11:24:24 +0200},
	Journal = {GECCO 2004 Workshop Proceedings},
	Title = {On fitness, niching strategies, and hybrid niche size estimation for discovering an unknown number of clusters in noisy data},
	Year = {2004}}

@article{hall99,
	Author = {Hall, L. O. and {\"O}zyurt, I. B. and Bezdek, J. C.},
	Date-Added = {2010-08-19 11:20:19 +0200},
	Date-Modified = {2010-08-19 11:21:52 +0200},
	Journal = {IEEE Transactions on Evolutionary Computation},
	Number = {2},
	Pages = {103-112},
	Title = {Clustering with a genetically optimized approach},
	Volume = {3},
	Year = {1999}}

@article{vonlaszewski91,
	Author = {Von Laszewski, G.},
	Date-Added = {2010-08-19 11:17:03 +0200},
	Date-Modified = {2010-08-19 11:18:03 +0200},
	Journal = {Proceedings of the Fourth International Conference on Genetic Algorithms},
	Title = {Intelligent structural operators for the k-way graph par- titioning problem},
	Year = {1991}}

@article{cucchiara93,
	Author = {Cucchiara, R.},
	Date-Added = {2010-08-19 11:15:06 +0200},
	Date-Modified = {2010-08-19 11:16:03 +0200},
	Journal = {International Conference on Artificial Neural Networks and Genetic Algorithms},
	Pages = {423-427},
	Title = {Analysis and comparison of different genetic models for the clus- tering problem in image analysis},
	Year = {1993}}

@article{pavan07,
	Author = {Pavan, M. and Pelillo, M.},
	Date-Added = {2010-08-19 11:10:00 +0200},
	Date-Modified = {2010-08-19 11:11:30 +0200},
	Journal = {IEEE Trans. on Pattern Analysis Machine Intelligence},
	Number = {1},
	Pages = {167-172},
	Title = {Dominant Sets and Pairwise Clustering},
	Volume = {29},
	Year = {2007}}

@article{zelnik04,
	Author = {Zelnik-Manor, L. and Perona, P.},
	Date-Added = {2010-08-19 11:07:32 +0200},
	Date-Modified = {2010-08-19 11:08:19 +0200},
	Journal = {{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems - {MIT} {P}ress},
	Pages = {1601-1608},
	Title = {Self-tuning spectral clustering},
	Volume = {17},
	Year = {2004}}

@article{ng01,
	Author = {Ng, A. Y. and Jordan, M. I. and Weiss, Y.},
	Date-Added = {2010-08-19 11:04:14 +0200},
	Date-Modified = {2010-08-19 11:05:31 +0200},
	Journal = {{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems - {MIT} {P}ress},
	Pages = {849-856},
	Title = {On Spectral Clustering: Analysis and an algorithm},
	Volume = {14},
	Year = {2001}}

@inproceedings{chapelle05,
	Author = {O. Chapelle and A. Zien},
	Booktitle = {Tenth International Workshop on Artificial Intelligence and Statistics},
	Date-Added = {2010-08-19 10:55:21 +0200},
	Date-Modified = {2010-08-19 14:36:58 +0200},
	Editor = {R. G. Cowell and Z. Ghahramani},
	Note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})},
	Pages = {57-64},
	Publisher = {Society for Artificial Intelligence and Statistics},
	Title = {Semi-Supervised Classification by Low Density Separation},
	Year = {2005}}

@proceedings{DBLP:conf/uai/2003,
	Bibsource = {DBLP, http://dblp.uni-trier.de},
	Booktitle = {{UAI}},
	Editor = {Christopher Meek and Uffe Kj{\ae}rulff},
	Isbn = {0-127-05664-5},
	Publisher = {Morgan Kaufmann},
	Title = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial  Intelligence, August 7-10 2003, Acapulco, Mexico},
	Year = {2003}}

@inproceedings{McCrickardKehoe1997,
	Author = {D. S. McCrickard and C. M. Kehoe},
	Booktitle = {In Proceedings of the Sixth International World Wide Web Conference},
	Date-Added = {2010-08-18 18:53:31 +0200},
	Date-Modified = {2010-08-19 14:31:48 +0200},
	Location = {Santa Clara CA,USA},
	Pages = {51-60},
	Publisher = {ACM Press},
	Title = {Visualizing Search Results using SQWID},
	Year = {1997}}

@article{KangGetoorSingh07,
	Address = {New York, NY, USA},
	Author = {Hyunmo Kang and Lise Getoor and Lisa Singh},
	Date-Added = {2010-08-18 18:52:25 +0200},
	Date-Modified = {2010-08-18 18:52:25 +0200},
	Issn = {1931-0145},
	Journal = {SIGKDD Explor. Newsl.},
	Number = {2},
	Pages = {13--21},
	Publisher = {ACM},
	Title = {Visual analysis of dynamic group membership in temporal social networks},
	Volume = {9},
	Year = {2007}}

@inproceedings{Loubier07,
	Address = {New York, NY, USA},
	Author = {Elo\"{\i}se Loubier and Wahiba Bahsoun and Bernard Dousset},
	Booktitle = {PIKM '07: Proceedings of the ACM first Ph.D. workshop in CIKM},
	Date-Added = {2010-08-18 18:52:11 +0200},
	Date-Modified = {2010-08-18 18:52:11 +0200},
	Isbn = {978-1-59593-832-9},
	Location = {Lisbon, Portugal},
	Pages = {41--48},
	Publisher = {ACM},
	Title = {Visualization and analysis of large graphs},
	Year = {2007}}

@article{deMollMcFarland06,
	Author = {Skye Bender-deMoll and Daniel A. McFarland},
	Date-Added = {2010-08-18 18:51:52 +0200},
	Date-Modified = {2010-08-18 18:51:52 +0200},
	Journal = {Journal of Social Structure},
	Number = {2},
	Title = {The Art and Science of Dynamic Network Visualization},
	Volume = {7},
	Year = {2006}}

@article{fruchterman91,
	Address = {New York, NY, USA},
	Author = {Thomas M. J. Fruchterman and Edward M. Reingold},
	Date-Added = {2010-08-18 18:48:46 +0200},
	Date-Modified = {2010-08-18 18:48:58 +0200},
	Issn = {0038-0644},
	Journal = {Softw. Pract. Exper.},
	Number = {11},
	Pages = {1129--1164},
	Publisher = {John Wiley \& Sons, Inc.},
	Title = {Graph drawing by force-directed placement},
	Volume = {21},
	Year = {1991}}

@article{kamada89,
	Address = {Amsterdam, The Netherlands, The Netherlands},
	Author = {T. Kamada and S. Kawai},
	Date-Added = {2010-08-18 18:48:21 +0200},
	Date-Modified = {2010-08-18 18:48:31 +0200},
	Issn = {0020-0190},
	Journal = {Inf. Process. Lett.},
	Number = {1},
	Pages = {7--15},
	Publisher = {Elsevier North-Holland, Inc.},
	Title = {An algorithm for drawing general undirected graphs},
	Volume = {31},
	Year = {1989}}

@article{bruneau10d,
	Author = {Bruneau, P. and Picarougne, F. and Gelgon, M.},
	Date-Added = {2010-08-18 17:34:58 +0200},
	Date-Modified = {2010-08-18 17:36:00 +0200},
	Journal = {Pattern Recognition},
	Number = {2},
	Pages = {485-493},
	Title = {\textbf{Interactive unsupervised classication and visualization for browsing an image collection}},
	Volume = {43},
	Year = {2010}}

@techreport{griffin07,
	Author = {Griffin, G. and Holub, A. and Perona, P.},
	Date-Added = {2010-08-18 14:58:32 +0200},
	Date-Modified = {2010-08-18 14:58:32 +0200},
	Institution = {California Institute of Technology},
	Number = {7694},
	Title = {Caltech-256 Object Category Dataset, http://authors.library.caltech.edu/7694},
	Year = {2007}}

@article{bruneau10c,
	Author = {Bruneau, P. and Gelgon, M. and Picarougne, F.},
	Date-Added = {2010-08-18 14:32:19 +0200},
	Date-Modified = {2010-10-13 09:07:38 +0200},
	Journal = {Actes de Reconnaissance de Formes et Intelligence Artificielle (RFIA'10)},
	Month = {nomm{\'e} parmi les 5 meilleurs articles, Caen (France), Janvier},
	Title = {\textbf{Fusion bay{\'e}sienne de m{\'e}langes de gaussiennes par une approche variationnelle}},
	Year = {2010}}

@article{bruneau10b,
	Author = {Bruneau, P. and Gelgon, M. and Picarougne, F.},
	Date-Added = {2010-08-16 18:02:35 +0200},
	Date-Modified = {2010-09-17 15:03:19 +0200},
	Journal = {Proceedings of IEEE/IAPR International Conference on Pattern Recognition (ICPR'10)},
	Month = {Istanbul (Turkey), August},
	Title = {\textbf{Aggregation of probabilistic {PCA} mixtures with a variational-{B}ayes technique over parameters}},
	Year = {2010}}

@article{lowe99,
	Author = {Lowe, D. G.},
	Date-Added = {2010-08-16 10:32:58 +0200},
	Date-Modified = {2010-08-16 10:34:01 +0200},
	Journal = {International Conference on Computer Vision},
	Pages = {1150},
	Title = {Object Recognition from Local Scale-Invariant Features},
	Volume = {2},
	Year = {1999}}

@article{minka00,
	Author = {Minka, T. P.},
	Date-Added = {2010-08-13 18:43:15 +0200},
	Date-Modified = {2010-08-13 18:46:49 +0200},
	Journal = {Neural Information Processing Systems},
	Title = {Automatic choice of dimensionality for PCA},
	Year = {2000}}

@article{williams96,
	Author = {Williams, C. K. I. and Rasmussen, C. E.},
	Date-Added = {2010-08-13 16:44:41 +0200},
	Date-Modified = {2010-08-13 16:45:50 +0200},
	Journal = {{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems - {MIT} {P}ress},
	Pages = {514-520},
	Title = {{G}aussian Processes for Regression},
	Volume = {8},
	Year = {1996}}

@article{rasmussen00,
	Author = {Rasmussen, C. E.},
	Date-Added = {2010-08-13 16:40:48 +0200},
	Date-Modified = {2010-08-13 16:41:46 +0200},
	Journal = {{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems - {MIT} {P}ress},
	Pages = {554-560},
	Title = {The infinite {G}aussian mixture model},
	Volume = {12},
	Year = {2000}}

@article{kalman60,
	Author = {Kalman, R. E.},
	Date-Added = {2010-08-13 15:10:45 +0200},
	Date-Modified = {2010-08-13 15:13:24 +0200},
	Journal = {Transactions of the ASME - Journal of Basic Engineering},
	Number = {82},
	Pages = {35-45},
	Title = {A New Approach to Linear Filtering and Prediction Problems},
	Volume = {Series D},
	Year = {1960}}

@inproceedings{bishop03,
	Author = {Christopher M. Bishop and Markus Svens{\'e}n},
	Booktitle = {UAI},
	Date-Added = {2010-08-11 19:02:28 +0200},
	Date-Modified = {2010-08-11 19:02:28 +0200},
	Pages = {57-64},
	Title = {Bayesian Hierarchical Mixtures of Experts},
	Year = {2003}}

@article{Nikseresht08b,
	Author = {Nikseresht, A. and Gelgon, M.},
	Date-Added = {2010-08-11 18:57:35 +0200},
	Date-Modified = {2010-08-19 11:16:37 +0200},
	Journal = {IEEE Transactions on Multimedia},
	Month = mar,
	Pages = {385-392},
	Title = {Gossip-based computation of a {G}aussian mixture model for distributed multimedia indexing},
	Ume = {10},
	Volume = {3},
	Year = {2008}}

@article{Freund01,
	Author = {Freund, Y.},
	Bibsource = {DBLP, http://dblp.uni-trier.de},
	Date-Added = {2010-08-11 18:53:51 +0200},
	Date-Modified = {2010-08-11 18:53:51 +0200},
	Journal = {Machine Learning},
	Number = {3},
	Pages = {293-318},
	Title = {An Adaptive Version of the Boost by Majority Algorithm},
	Volume = {43},
	Year = {2001}}

@article{KittlerHDM98,
	Author = {Kittler, J. and                Hatef, M. and                Duin, R. and                Matas, J.},
	Bibsource = {DBLP, http://dblp.uni-trier.de},
	Date-Added = {2010-08-11 18:53:51 +0200},
	Date-Modified = {2010-08-11 18:53:51 +0200},
	Ee = {http://www.computer.org/tpami/tp1998/i0226abs.htm},
	Journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
	Number = {3},
	Pages = {226-239},
	Title = {On Combining Classifiers},
	Volume = {20},
	Year = {1998}}

@book{Korte02,
	Author = {Korte, B. and Vygen, J.},
	Date-Added = {2010-08-11 18:53:51 +0200},
	Date-Modified = {2010-08-11 18:53:51 +0200},
	Publisher = {Springer},
	Title = {Combinatorial Optimization: Theory and Algorithms},
	Year = {2002}}

@article{kuhn55,
	Author = {Kuhn, H. W.},
	Date-Added = {2010-08-11 18:53:51 +0200},
	Date-Modified = {2010-08-11 18:53:51 +0200},
	Journal = {Naval Research Logistics Quarterly},
	Pages = {83-97},
	Title = {The Hungarian method for the assignment problem},
	Volume = {2},
	Year = {1955}}

@article{Nowak2003,
	Author = {Nowak, R.},
	Date-Added = {2010-08-11 18:53:51 +0200},
	Date-Modified = {2010-08-11 18:53:51 +0200},
	Journal = {IEEE Trans. on Signal Processing},
	Month = aug,
	Number = {8},
	Title = {Distributed {EM} algorithms for density estimation and clustering in sensor networks},
	Volume = {51},
	Year = {2003}}

@book{Ponce06,
	Author = {Ponce, J. and Hebert, M. and Schmid, C. and Zisserman, A.},
	Date-Added = {2010-08-11 18:50:38 +0200},
	Date-Modified = {2010-08-11 18:50:38 +0200},
	Publisher = {Springer},
	Title = {Towards category-level object recognition},
	Year = {2006}}

@article{bruneau08b,
	Author = {Bruneau, P. and Pigeau, A. and Gelgon, M. and Picarougne, F.},
	Date-Added = {2010-08-11 10:15:52 +0200},
	Date-Modified = {2010-09-17 15:01:51 +0200},
	Journal = {LNCS 5811 - Revised selected papers from Adaptive Multimedia Retrieval Workshops (AMR'08-AMR'09)},
	Pages = {127-139},
	Title = {\textbf{Geo-temporal structuring of a personal image database with two-level variational-{B}ayes mixture estimation}},
	Year = {2008}}

@article{ester96,
	Author = {Ester, M. and Kriegel, H.-P. and Sander, J. and Xu, X.},
	Date-Added = {2010-08-10 17:39:59 +0200},
	Date-Modified = {2010-08-10 17:42:13 +0200},
	Journal = {Proceedings of 2nd International Conference on Knowledge Discovery and Data Mining},
	Pages = {226-231},
	Title = {A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise},
	Year = {1996}}

@article{gionis07,
	Author = {Gionis, A. and Mannila, H. and Tsaparas, P.},
	Date-Added = {2010-08-10 15:48:57 +0200},
	Date-Modified = {2010-08-10 15:49:51 +0200},
	Journal = {ACM Transactions on Knowledge Discovery from Data},
	Number = {1},
	Title = {Clustering Aggregation},
	Volume = {1},
	Year = {2007}}

@article{ailon08,
	Author = {Ailon, N. and Charikar, M. and Newman, A.},
	Date-Added = {2010-08-10 15:45:00 +0200},
	Date-Modified = {2010-08-11 18:29:36 +0200},
	Journal = {Journal of the ACM},
	Number = {5},
	Title = {Aggregating inconsistent information: Ranking and clustering},
	Volume = {55},
	Year = {2008}}

@article{januzaj03,
	Author = {Januzaj, E. and Kriegel, H.-P. and Pfeifle, M.},
	Date-Added = {2010-08-10 15:42:38 +0200},
	Date-Modified = {2010-08-10 15:44:00 +0200},
	Journal = {Workshop on Clustering Large Data Sets, ICDM},
	Pages = {49-58},
	Title = {Towards Effective and Efficient Distributed Clustering},
	Year = {2003}}

@article{merugu03,
	Author = {Merugu, S. and Ghosh, J.},
	Date-Added = {2010-08-10 15:38:47 +0200},
	Date-Modified = {2010-08-10 15:40:54 +0200},
	Journal = {IEEE International Conference on Data Mining},
	Pages = {211-218},
	Title = {Privacy-preserving distributed clustering using generative models},
	Year = {2003}}

@article{ueda00,
	Author = {Ueda, N. and Nakano, R. and Ghahramani, Z. and Hinton, G. E.},
	Date-Added = {2010-07-16 11:15:31 +0200},
	Date-Modified = {2010-07-16 11:17:00 +0200},
	Journal = {The Journal of VLSI Signal Processing},
	Number = {1-2},
	Pages = {133-140},
	Title = {Split and Merge EM Algorithm for Improving Gaussian Mixture Density Estimates},
	Volume = {26},
	Year = {2000}}

@article{jordan94,
	Author = {Jordan, M. I. and Jacobs, R. A.},
	Date-Added = {2010-07-15 14:59:57 +0200},
	Date-Modified = {2010-07-15 15:00:50 +0200},
	Journal = {Neural Computation},
	Number = {2},
	Pages = {181-214},
	Title = {Hierarchical Mixtures of Experts and the EM Algorithm},
	Volume = {6},
	Year = {1994}}

@article{martinetz93,
	Author = {Martinetz, T. M. and Berkovich, S. G. and Schulten, K. J.},
	Date-Added = {2010-07-15 10:57:45 +0200},
	Date-Modified = {2010-07-15 10:59:45 +0200},
	Journal = {IEEE Trans. Neural Netw.},
	Number = {4},
	Title = {"Neural-Gas" Network for Vector Quantization and its application to Time-Series Prediction},
	Volume = {4},
	Year = {1993}}

@book{jeffreys61,
	Author = {Jeffreys, H.},
	Date-Added = {2010-07-12 14:33:16 +0200},
	Date-Modified = {2010-07-12 14:34:21 +0200},
	Edition = {3rd},
	Publisher = {Oxford University Press},
	Title = {Theory of Probability},
	Year = {1961}}

@techreport{kass93,
	Author = {Kass, R. E. and Raftery, A. E.},
	Date-Added = {2010-07-12 14:07:23 +0200},
	Date-Modified = {2010-07-12 14:08:30 +0200},
	Institution = {University of Washington Seattle - Department of Statistics},
	Number = {254},
	Title = {Bayes Factors and Model Uncertainty},
	Type = {Technical Report},
	Year = {1993}}

@article{lange84,
	Author = {Lange, K. and Carson, R.},
	Date-Added = {2010-07-11 18:43:03 +0200},
	Date-Modified = {2010-07-11 18:44:31 +0200},
	Journal = {Journal of Computer Assisted Tomography},
	Number = {2},
	Pages = {306-321},
	Title = {EM reconstruction algorithms for emission and transmission tomography},
	Volume = {8},
	Year = {1984}}

@article{frey99,
	Author = {Frey, B. J. and Jojic, N.},
	Date-Added = {2010-07-08 09:31:12 +0200},
	Date-Modified = {2010-07-08 09:34:11 +0200},
	Journal = {International Conference on Computer Vision},
	Pages = {1190},
	Title = {Transformed Component Analysis: Joint Estimation of Spatial Transformations and Image Components},
	Volume = {2},
	Year = {1999}}

@article{friedman77,
	Author = {Friedman, J. H. and Bentley, J. L. and Finkel, R. A.},
	Date-Added = {2010-07-07 16:35:36 +0200},
	Date-Modified = {2010-07-07 16:37:34 +0200},
	Journal = {ACM Transactions on Mathematical Software},
	Number = {3},
	Pages = {209-226},
	Title = {An algorithm for Finding best matches in logarithmic expected time},
	Volume = {3},
	Year = {1977}}

@article{jegou10,
	Author = {J{\'e}gou, H. and Douze, M. and Schmid, C.},
	Date-Added = {2010-07-07 16:34:06 +0200},
	Date-Modified = {2010-07-07 16:34:50 +0200},
	Journal = {IEEE Trans. on Pattern Analysis Machine Intelligence},
	Title = {Product quantization for nearest neighbor search},
	Year = {2010}}

@article{kurihara07,
	Author = {Kurihara, K. and Welling, M. and Vlassis, N.},
	Date-Added = {2010-07-06 16:01:04 +0200},
	Date-Modified = {2010-07-06 16:02:25 +0200},
	Journal = {{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems - {MIT} {P}ress},
	Title = {Accelerated variational {D}irichlet process mixtures},
	Volume = {19},
	Year = {2007}}

@article{sato01,
	Author = {Sato, M.},
	Date-Added = {2010-06-24 15:37:06 +0200},
	Date-Modified = {2010-06-24 15:38:00 +0200},
	Journal = {Neural Computation},
	Number = {7},
	Pages = {1649-1681},
	Title = {Online model selection based on the variational {B}ayes},
	Volume = {13},
	Year = {2001}}

@article{celeux01,
	Author = {Celeux, G. and Chretien, S. and Forbes, F. and Mkhadri, A.},
	Date-Added = {2010-06-24 11:40:29 +0200},
	Date-Modified = {2010-06-24 11:45:03 +0200},
	Journal = {Journal of Computational and Graphical Statistics},
	Number = {4},
	Pages = {697-712},
	Title = {A Component-Wise {EM} Algorithm for Mixtures},
	Volume = {10},
	Year = {2001}}

@article{welch03,
	Author = {Welch, L. R.},
	Date-Added = {2010-06-24 09:44:41 +0200},
	Date-Modified = {2010-06-24 09:45:30 +0200},
	Journal = {IEEE Information Theory Society Newsletter},
	Number = {4},
	Title = {Hidden Markov Models and the Baum-Welch Algorithm},
	Volume = {53},
	Year = {2003}}

@article{reynolds00,
	Author = {Reynolds, D. A. and Quatieri, T. F. and Dunn, R. B.},
	Date-Added = {2010-06-24 09:24:42 +0200},
	Date-Modified = {2010-06-24 09:26:00 +0200},
	Journal = {Digital Signal Processing},
	Pages = {19-41},
	Title = {Speaker Verification Using Adapted Gaussian Mixture Models},
	Volume = {10},
	Year = {2000}}

@article{blei03,
	Author = {Blei, D. M. and Ng, A. Y. and Jordan, M. I.},
	Date-Added = {2010-06-09 17:25:47 +0200},
	Date-Modified = {2010-06-09 17:27:22 +0200},
	Journal = {Journal of Machine Learning Research},
	Pages = {993-1022},
	Title = {Latent dirichlet allocation},
	Volume = {3},
	Year = {2003}}

@article{burges98,
	Author = {Burges, C.},
	Date-Added = {2010-06-08 19:17:30 +0200},
	Date-Modified = {2010-06-08 19:19:54 +0200},
	Journal = {Data Mining and Knowledge Discovery},
	Number = {2},
	Pages = {121-167},
	Title = {A Tutorial on Support Vector Machines for Pattern Recognition},
	Volume = {2},
	Year = {1998}}

@article{strehl02,
	Author = {Strehl, A. and Ghosh, J.},
	Date-Added = {2010-05-25 10:44:31 +0200},
	Date-Modified = {2010-05-25 10:46:02 +0200},
	Journal = {Journal of Machine Learning Research},
	Pages = {583-617},
	Title = {Cluster ensembles - a knowledge reuse framework for combining multiple partitions},
	Volume = {3},
	Year = {2003}}

@article{bruneau09b,
	Author = {Bruneau, P. and Gelgon, M. and Picarougne, F.},
	Date-Added = {2010-05-07 15:11:24 +0200},
	Date-Modified = {2010-09-17 14:51:25 +0200},
	Journal = {Actes de European Signal Processing Conference (EUSIPCO'2009)},
	Month = {Glasgow (UK), Ao{\^u}t},
	Title = {\textbf{Parsimonious variational-{B}ayes mixture aggregation with a {P}oisson prior}},
	Year = {2009}}

@article{gu08,
	Author = {Gu, D.},
	Date-Added = {2010-05-04 16:56:45 +0200},
	Date-Modified = {2010-05-04 16:57:44 +0200},
	Journal = {IEEE Trans. Neural Netw.},
	Number = {7},
	Pages = {1154-1166},
	Title = {Distributed EM Algorithm for Gaussian Mixtures in Sensor Networks},
	Volume = {19},
	Year = {2008}}

@article{watanabe09,
	Author = {Watanabe, K. and Akaho, S. and Omachi, S.},
	Date-Added = {2010-05-04 16:54:36 +0200},
	Date-Modified = {2010-05-04 16:55:49 +0200},
	Journal = {IEEE Trans. Neural Netw.},
	Number = {11},
	Pages = {1783-1796},
	Title = {Variational Bayesian mixture model on a subspace of exponential family distributions},
	Volume = {20},
	Year = {2009}}

@article{safarinejadian10,
	Author = {Safarinejadian, B. and Menhaj, M. and Karrari, M.},
	Date-Added = {2010-05-04 16:51:25 +0200},
	Date-Modified = {2010-05-04 16:52:56 +0200},
	Journal = {Signal Processing},
	Number = {4},
	Pages = {1197-1208},
	Title = {Distributed variational Bayesian algorithms for Gaussian mixtures in sensor network},
	Volume = {90},
	Year = {2010}}

@article{bechchi07,
	Author = {Bechchi, M. and Raschia, G. and Mouaddib, N.},
	Date-Added = {2010-05-04 16:48:41 +0200},
	Date-Modified = {2010-05-04 16:50:34 +0200},
	Journal = {Conference on Information and Knowledge Management},
	Pages = {419-428},
	Title = {Merging distributed database summaries},
	Year = {2007}}

@article{kermarrec09,
	Author = {Kermarrec, A.},
	Date-Added = {2010-05-04 16:45:39 +0200},
	Date-Modified = {2010-05-04 16:47:06 +0200},
	Journal = {Lecture Notes in Computer Science},
	Pages = {1-16},
	Title = {Challenges in Personalizing and Decentralizing the Web: An Overview of {GOSSPLE}},
	Volume = {5873},
	Year = {2009}}

@article{xiang06,
	Author = {Xiang, T. and Gong, S.},
	Date-Added = {2010-04-20 13:53:43 +0200},
	Date-Modified = {2010-04-20 13:54:47 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {2},
	Pages = {181-201},
	Title = {Model Selection for unsupervised learning of visual context},
	Volume = {69},
	Year = {2006}}

@book{smidl06,
	Author = {Smidl, V. and Quinn, A.},
	Date-Added = {2010-04-12 14:34:09 +0200},
	Date-Modified = {2010-04-12 14:35:15 +0200},
	Publisher = {Springer},
	Title = {The Variational {B}ayes Method in Signal Processing},
	Year = {2006}}

@article{Bruneau09a,
	Author = {Bruneau, P. and Gelgon, M. and Picarougne, F.},
	Date-Modified = {2010-09-17 15:02:37 +0200},
	Issue = {3},
	Journal = {Pattern Recognition},
	Month = {Mars},
	Pages = {850-858},
	Title = {\textbf{Parsimonious reduction of {G}aussian mixture models with a variational-{B}ayes approach}},
	Volume = {43},
	Year = {2010}}

@techreport{bruneau10,
	Author = {Bruneau, P. and Gelgon, M. and Picarougne, F.},
	Date-Added = {2010-01-17 19:05:05 +0100},
	Date-Modified = {2010-09-17 15:00:53 +0200},
	Institution = {HAL},
	Month = {Juin},
	Title = {\textbf{A variational-{B}ayes technique for aggregating probabilistic {PCA} mixtures from their parameters}},
	Type = {Tech Report, extended version of {ICPR}'2010, 30 pages, submitted to a journal, http://hal.archives-ouvertes.fr/docs/00/47/60/76/PDF/pami.pdf},
	Year = {2010}}

@article{mackay95,
	Author = {MacKay, D.J.C.},
	Date-Added = {2010-01-17 19:03:29 +0100},
	Date-Modified = {2010-01-17 19:04:44 +0100},
	Journal = {Network: Computation in Neural Systems},
	Pages = {469-505},
	Title = {Probable networks and plausible predictions --- a review of practical Bayesian methods for supervised neural networks},
	Volume = {6},
	Year = {1995}}

@book{jolliffe86,
	Author = {Jolliffe, I.T.},
	Date-Added = {2010-01-17 18:55:14 +0100},
	Date-Modified = {2010-01-17 18:56:11 +0100},
	Publisher = {Springer},
	Title = {Principal Component Analysis},
	Year = {1986}}

@article{tipping99b,
	Author = {Tipping, M. E. and Bishop, C. M.},
	Date-Added = {2010-01-17 18:48:50 +0100},
	Date-Modified = {2010-01-17 18:49:49 +0100},
	Journal = {Neural Computation},
	Number = {2},
	Pages = {443-482},
	Title = {Mixtures of Probabilistic Principal Component Analyzers},
	Volume = {11},
	Year = {1999}}

@article{tipping99,
	Author = {Tipping, M. E. and Bishop, C. M.},
	Date-Added = {2010-01-17 18:43:37 +0100},
	Date-Modified = {2010-01-17 18:45:45 +0100},
	Journal = {Journal of the Royal Statistical Society - B Series},
	Number = {3},
	Pages = {611-622},
	Title = {Probabilistic Principal Component Analysis},
	Volume = {61},
	Year = {1999}}

@phdthesis{beal03,
	Author = {Beal, M. J.},
	Date-Added = {2009-09-22 17:52:23 +0200},
	Date-Modified = {2009-09-22 17:53:42 +0200},
	School = {University of London},
	Title = {Variational Algorithms for approximate inference},
	Year = {2003}}

@article{oliva01,
	Author = {Torralba, A.},
	Date-Added = {2009-06-23 19:27:36 +0200},
	Date-Modified = {2009-06-23 19:28:55 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {3},
	Pages = {145-175},
	Title = {Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope},
	Volume = {42},
	Year = {2001}}

@article{torralba08,
	Author = {Torralba, A. and Fergus, R. and Weiss, Y.},
	Date-Added = {2009-06-23 19:25:20 +0200},
	Date-Modified = {2009-06-23 19:26:32 +0200},
	Journal = {IEEE Conference on Computer Vision and Pattern Recognition},
	Pages = {1-8},
	Title = {Small codes and large image databases for recognition},
	Year = {2008}}

@article{leung99,
	Author = {Leung, T. and Malik, J.},
	Date-Added = {2009-06-23 19:19:26 +0200},
	Date-Modified = {2009-06-23 19:24:19 +0200},
	Journal = {IEEE International Conference on Computer Vision},
	Pages = {1010-1017},
	Title = {Recognizing surfaces using three-dimensional textons},
	Volume = {2},
	Year = {1999}}

@article{privitera00,
	Author = {Privitera, C. M. and Stark, L. W.},
	Date-Added = {2009-06-23 19:17:00 +0200},
	Date-Modified = {2009-06-23 19:18:57 +0200},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Number = {9},
	Pages = {970-982},
	Title = {Algorithms for defining visual regions-of-interest: comparison with eye fixations},
	Volume = {22},
	Year = {2000}}

@article{lin07,
	Author = {Lin, S. and Si, J. and Abousleman, G. P.},
	Date-Added = {2009-03-05 16:18:03 +0100},
	Date-Modified = {2009-03-05 16:20:29 +0100},
	Journal = {International Conference on Integration of Knowledge Intensive Multi-Agent Systems, 2007. KIMAS 2007},
	Pages = {306-311},
	Title = {Region-of-Interest Detection and its Application to Image Segmentation and Compression},
	Year = {2007}}

@article{tuzel06,
	Author = {Tuzel, O. and Porikli, F. and Meer, P.},
	Date-Added = {2009-03-05 16:15:16 +0100},
	Date-Modified = {2009-03-05 16:17:46 +0100},
	Journal = {Lecture Notes in Computer Science},
	Pages = {589-600},
	Title = {Region Covariance : A Fast Descriptor for detection and classification},
	Volume = {3952},
	Year = {2006}}

@article{bosch07,
	Author = {Bosch, A. and Zisserman, A. and Muoz, X.},
	Date-Added = {2009-03-03 11:33:03 +0100},
	Date-Modified = {2009-03-03 11:34:31 +0100},
	Journal = {IEEE International Conference on Computer Vision},
	Pages = {1-8},
	Title = {Image classification using random forests and ferns},
	Year = {2007}}

@article{lazebnik06,
	Author = {Lazebnik, S. and Schmid, C. and Ponce, J.},
	Date-Added = {2009-03-02 16:35:01 +0100},
	Date-Modified = {2009-03-02 16:36:34 +0100},
	Journal = {IEEE Conference on Computer Vision and Pattern Recognition},
	Pages = {2169-2178},
	Title = {Beyond bag of features : Spatial pyramid matching for recognizing natural scene categories},
	Year = {2006}}

@article{gomes08,
	Author = {Gomes, R. and Welling, M. and Perona, P.},
	Date-Added = {2009-03-02 16:30:51 +0100},
	Date-Modified = {2009-03-02 16:33:46 +0100},
	Journal = {IEEE Conference on Computer Vision and Pattern Recognition},
	Pages = {1-8},
	Title = {Incremental Learning of Nonparametric {B}ayesian mixture models},
	Year = {2008}}

@techreport{alimoglu96,
	Author = {Alimoglu, F.},
	Date-Added = {2008-12-15 17:02:25 +0100},
	Date-Modified = {2008-12-15 17:03:39 +0100},
	Institution = {Institute of Graduate Studies in Science and Engineering},
	Title = {Combining Multiple Classifiers for Pen-Based Handwritten Digit Recognition},
	Year = {1996}}

@incollection{michie89,
	Author = {Michie, D.},
	Booktitle = {Applications of Expert Systems},
	Date-Added = {2008-11-26 20:08:10 +0100},
	Date-Modified = {2008-11-26 20:11:25 +0100},
	Editor = {J. R. Quinlan},
	Pages = {310-333},
	Publisher = {Turing Institute Press Addison-Wesley},
	Title = {Problems of computer-aided concept formation},
	Year = {1989}}

@article{zhang01,
	Author = {Zhang, Y. and Brady, M. and Smith, S.},
	Date-Added = {2008-11-19 16:38:33 +0100},
	Date-Modified = {2008-12-03 22:22:27 +0100},
	Journal = {IEEE transactions on medical imaging},
	Number = {1},
	Pages = {45-57},
	Title = {Segmentation of brain {MR} images through a hidden {M}arkov random field model and the {E}xpectation-{M}aximization algorithm},
	Volume = {20},
	Year = {2001}}

@techreport{bruneau08a,
	Author = {Bruneau, P.},
	Date-Added = {2008-11-13 17:37:10 +0100},
	Date-Modified = {2008-11-13 17:38:07 +0100},
	Institution = {LINA COD/GRIM},
	Title = {\textbf{Estimation variationnelle d'un m{\'e}lange de Gaussiennes}},
	Year = {2008}}

@incollection{joachims06,
	Author = {Joachims, T.},
	Booktitle = {Semi-Supervised Learning},
	Date-Added = {2008-11-13 11:26:34 +0100},
	Date-Modified = {2008-11-13 11:27:34 +0100},
	Publisher = {MIT Press},
	Title = {Transductive Support Vector Machines},
	Year = {2006}}

@article{law05,
	Author = {Law, M. H. C. and Topchy, A. and Jain, A. K.},
	Date-Added = {2008-11-04 16:54:18 +0100},
	Date-Modified = {2008-11-04 16:55:32 +0100},
	Journal = {Proceedings of SIAM Data Mining},
	Title = {Model-based clustering with probabilistic constraints},
	Year = {2005}}

@article{law04,
	Author = {Law, M. H. C. and Topchy, A. and Jain, A. K.},
	Date-Added = {2008-11-04 16:51:54 +0100},
	Date-Modified = {2008-11-04 16:53:12 +0100},
	Journal = {Lecture Notes in Computer Science},
	Title = {Clustering with soft and group constraints},
	Year = {2004}}

@incollection{nigam06,
	Author = {Nigam, K. and McCallum, A. and Mitchell, T.},
	Booktitle = {Semi-Supervised Learning},
	Date-Added = {2008-11-04 16:48:38 +0100},
	Date-Modified = {2008-11-04 16:49:58 +0100},
	Publisher = {MIT Press},
	Title = {Semi-supervised Text Classification Using EM},
	Year = {2006}}

@article{miller97,
	Author = {Miller, D. J. and Uyar, H. S.},
	Date-Added = {2008-11-04 16:40:58 +0100},
	Date-Modified = {2010-08-19 14:23:03 +0200},
	Journal = {Neural Information Processing Systems},
	Title = {A mixture of experts classifier with learning based on both labelled and unlabelled data},
	Year = {1997}}

@incollection{basu06,
	Author = {Basu, S. and Bilenko, M. and Banerjee, A. and Mooney, R. J.},
	Booktitle = {Semi-Supervised Learning},
	Date-Added = {2008-11-03 10:42:27 +0100},
	Date-Modified = {2008-11-03 10:45:40 +0100},
	Publisher = {MIT Press},
	Title = {Probabilistic Semi-supervised Clustering with Constraints},
	Year = {2006}}

@article{bruneau08parameter,
	Author = {Bruneau, P. and Gelgon, M. and Picarougne, F.},
	Date-Added = {2008-09-24 12:06:49 +0200},
	Date-Modified = {2010-09-17 14:49:44 +0200},
	Journal = {Actes de IEEE/IAPR International Conference on Pattern Recognition (ICPR'08)},
	Month = {Tampa (USA), D{\'e}cembre},
	Title = {\textbf{Parameter-Based Reduction of {G}aussian Mixture Models with a Variational-{B}ayes Approach}},
	Year = {2008}}

@inproceedings{Crucianu04relevancefeedback,
	Author = {Michel Crucianu and Marin Ferecatu and Nozha Boujemaa},
	Booktitle = {In State of the Art in Audiovisual Content-Based Retrieval, Information Universal Access and Interaction including Datamodels and Languages (DELOS2 Report},
	Title = {Relevance feedback for image retrieval: a short review},
	Year = {2004}}

@article{cord05,
	Author = {Cord, M. and Philipp-Foliguet, S. and Gosselin, P-H. and Fournier, J.},
	Date-Added = {2008-07-02 11:06:27 +0200},
	Date-Modified = {2008-07-02 11:07:53 +0200},
	Journal = {EURASIP journal on applied signal processing},
	Number = {14},
	Pages = {2173-2186},
	Title = {Interactive exploration for image retrieval},
	Volume = {2005},
	Year = {2005}}

@article{carbonetto08,
	Author = {Carbonetto, P. and Dorko, G. and Schmid, C. and K{\"u}ck, H. and de Freitas, N.},
	Date-Added = {2008-06-30 16:26:09 +0200},
	Date-Modified = {2008-06-30 16:27:53 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {1-3},
	Pages = {219-237},
	Title = {Learning to Recognize Objects with Little Supervision },
	Volume = {77},
	Year = {2008}}

@article{mikolajczyk01,
	Author = {Mikolajczyk, K. and Schmid, C.},
	Date-Added = {2008-06-30 16:23:10 +0200},
	Date-Modified = {2008-06-30 16:24:56 +0200},
	Journal = {Proceedings of Eighth International Conference on Computer Vision},
	Pages = {525},
	Title = {Indexing based on scale invariant interest points },
	Volume = {1},
	Year = {2001}}

@article{poullot07,
	Author = {Poullot, S. and Buisson, O. and Crucianu, M.},
	Date-Added = {2008-06-30 16:19:22 +0200},
	Date-Modified = {2008-06-30 16:20:31 +0200},
	Journal = {Proceedings of the 6th ACM international conference on Image and video retrieval},
	Pages = {348-355},
	Title = {Z-grid-based probabilistic retrieval for scaling up content-based copy detection},
	Year = {2007}}

@article{carson02,
	Author = {Carson, C. and Belongie, S. and Greenspan, H. and Malik, J.},
	Date-Added = {2008-06-27 17:53:49 +0200},
	Date-Modified = {2008-06-27 17:56:36 +0200},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Learning},
	Number = {8},
	Pages = {1026-1038},
	Title = {Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying},
	Volume = {24},
	Year = {2002}}

@article{basu04,
	Author = {Basu, S. and Bilenko, M. and Mooney, R. J.},
	Date-Added = {2008-06-27 17:36:57 +0200},
	Date-Modified = {2008-06-27 17:44:17 +0200},
	Journal = {Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining},
	Pages = {59-68},
	Title = {A probabilistic framework for semi-supervised clustering},
	Year = {2004}}

@article{vailaya01,
	Author = {Vailaya, A. and Figueiredo, M. A. T. and Jain, A. K. and Zhang, H. J.},
	Date-Added = {2008-06-27 17:32:03 +0200},
	Date-Modified = {2008-06-27 17:34:00 +0200},
	Journal = {IEEE transactions on image processing},
	Number = {1},
	Pages = {117-130},
	Title = {Image classification for content-based indexing},
	Volume = {10},
	Year = {2001}}

@article{chen03,
	Author = {Chen, Y. and Wang, J. Z. and Krovetz, R.},
	Date-Added = {2008-06-27 17:27:35 +0200},
	Date-Modified = {2008-06-27 17:28:56 +0200},
	Journal = {Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval},
	Pages = {193-200},
	Title = {Content-based image retrieval by clustering},
	Volume = {POSTER SESSION},
	Year = {2003}}

@article{datta05,
	Author = {Datta, R. and Li, J. and Wang, J. Z.},
	Date-Added = {2008-06-27 17:21:30 +0200},
	Date-Modified = {2008-06-27 17:22:50 +0200},
	Journal = {Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval},
	Pages = {253-262},
	Title = {Content-based image retrieval: approaches and trends of the new age},
	Year = {2005}}

@article{babcock03maintaining,
	Author = {B. Babcock and M. Datar and R. Motwani and L. O'Callaghan},
	Date-Modified = {2008-06-20 12:46:20 +0200},
	Journal = {Proceedings of the 22nd ACM SIGMOD-SIGACT symposium on Principles of database systems},
	Pages = {234-243},
	Text = {Maintaining Variance and k-Medians over Data Stream Windows. Proceedings of the 22nd Symposium on Principles of Database Systems (PODS 2003)},
	Title = {Maintaining Variance and k-Medians over Data Stream Windows},
	Year = {2003}}

@article{greenspan01,
	Author = {Greenspan, H. and Goldberger, J. and Ridel, L.},
	Date-Added = {2008-06-06 11:26:37 +0200},
	Date-Modified = {2008-06-06 11:28:17 +0200},
	Journal = {Computer Vision and Image Understanding},
	Number = {3},
	Pages = {384-406},
	Title = {A continuous probabilistic framework for image matching},
	Volume = {84},
	Year = {2001}}

@article{bottou95,
	Author = {Bottou, L. and Bengio, Y.},
	Date-Added = {2008-06-05 20:09:50 +0200},
	Date-Modified = {2008-06-20 13:00:43 +0200},
	Journal = {Advances in Neural Information Processing Systems - MIT Press},
	Title = {Convergence properties of the K-means algorithm},
	Volume = {7},
	Year = {1995}}

@book{wyszecki82,
	Author = {Wyszecki, G. and Stiles, W.},
	Date-Added = {2008-06-05 15:56:48 +0200},
	Date-Modified = {2008-06-05 15:58:18 +0200},
	Publisher = {John Wiley and Sons},
	Title = {Color Science : Concepts and methods, Quantitative Data and Formulae},
	Year = {1982}}

@article{rui99,
	Author = {Rui, Y. and Huang, T. S. and Chang, S. F.},
	Date-Added = {2008-05-30 12:21:44 +0200},
	Date-Modified = {2008-05-30 12:22:45 +0200},
	Journal = {Journal of Visual Communication and Image Representation},
	Number = {1},
	Pages = {39-62},
	Title = {Image Retrieval: Current Techniques, Promising Directions, and Open Issues},
	Volume = {10},
	Year = {1999}}

@article{schaefer04,
	Author = {Schaefer, G. and Stich, M.},
	Date-Added = {2008-05-29 17:44:07 +0200},
	Date-Modified = {2008-05-29 17:46:33 +0200},
	Journal = {Proceedings SPIE, Storage and Retrieval Methods and Applications to Multimedia},
	Pages = {472-480},
	Title = {{UCID} - An {U}ncompressed {C}olour {I}mage {D}atabase},
	Year = {2004}}

@article{roberts98,
	Author = {Roberts, S. J. and Husmeier, D. and Rezek, I. and Penny, W.},
	Date-Added = {2008-05-27 19:04:48 +0200},
	Date-Modified = {2008-05-27 19:06:28 +0200},
	Journal = {IEEE Trans. on Pattern Analysis Machine Intelligence},
	Number = {11},
	Pages = {1133-1142},
	Title = {Bayesian Approaches to Gaussian Mixture Modelling},
	Volume = {20},
	Year = {1998}}

@article{constantinopoulos06,
	Author = {Constantinopoulos, C. and Titsias, M. K.},
	Date-Added = {2008-05-27 19:02:41 +0200},
	Date-Modified = {2008-05-27 19:04:10 +0200},
	Journal = {IEEE Trans. on Pattern Analysis Machine Intelligence},
	Number = {6},
	Pages = {1013-1018},
	Title = {Bayesian Feature and Model Selection for Gaussian Mixture Models},
	Volume = {28},
	Year = {2006}}

@article{archambeau07,
	Author = {Archambeau, C. and Verleysen, M.},
	Date-Added = {2008-04-11 14:51:44 +0200},
	Date-Modified = {2008-04-11 14:52:47 +0200},
	Journal = {Neural Networks},
	Number = {1},
	Pages = {129-138},
	Title = {Robust Bayesian Clustering},
	Volume = {20},
	Year = {2007}}

@techreport{coil96,
	Author = {Nene, S. A. and Nayar, S. K. and Murase, H.},
	Date-Added = {2008-04-10 10:00:56 +0200},
	Date-Modified = {2008-04-10 10:04:38 +0200},
	Institution = {Columbia University, Department of Computer Science},
	Title = {Columbia Object Image Library (COIL-100)},
	Type = {Technical Report CUCS-006-96},
	Year = {1996}}

@article{goldberger03,
	Author = {Goldberger, J. and Gordon, S. and Greenspan, H.},
	Date-Added = {2008-04-09 10:01:45 +0200},
	Date-Modified = {2008-06-05 14:48:07 +0200},
	Journal = {Proceedings of the 9th {IEEE} International Conference on Computer Vision},
	Pages = {487-493},
	Title = {An Efficient Image Similarity Measure based on Approximations of {KL}-Divergence Between Two {G}aussian Mixtures},
	Volume = {1},
	Year = {2003}}

@article{pigeau05,
	Author = {Pigeau, A. and Gelgon, M.},
	Date-Added = {2008-04-04 11:01:01 +0200},
	Date-Modified = {2008-04-04 11:13:46 +0200},
	Journal = {Proceedings of the 13th annual ACM international conference on Multimedia},
	Pages = {141-150},
	Title = {Building and Tracking Hierarchical Geographical and Temporal Partitions for Image Collection Management on Mobile Devices},
	Year = {2005}}

@article{evett89,
	Author = {Evett, I. W. and Spiehler, E. J.},
	Date-Added = {2008-04-04 10:58:11 +0200},
	Date-Modified = {2008-04-04 10:59:51 +0200},
	Journal = {Ellis Horwood in Expert Systems, Knowledge Based Systems},
	Pages = {152-160},
	Title = {Rule induction in forensic science},
	Year = {1989}}

@article{goldberger04,
	Author = {Goldberger, J. and Roweis, S.},
	Date-Added = {2008-03-11 14:02:44 +0100},
	Date-Modified = {2008-06-20 13:01:02 +0200},
	Journal = {{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems - {MIT} {P}ress},
	Title = {Hierarchical Clustering of a Mixture Model},
	Volume = {17},
	Year = {2004}}

@article{verbeek03,
	Author = {Verbeek, J. J. and Vlassis, N. and Krose, B.},
	Date-Added = {2008-03-03 15:02:14 +0100},
	Date-Modified = {2008-03-03 15:03:50 +0100},
	Journal = {Neural Computation},
	Number = {2},
	Pages = {469-485},
	Title = {Efficient Greedy Learning of Gaussian Mixture Models},
	Volume = {15},
	Year = {2003}}

@article{bishop04b,
	Author = {Svensen, M. and Bishop, C. M.},
	Date-Added = {2008-02-29 15:38:57 +0100},
	Date-Modified = {2008-02-29 15:40:03 +0100},
	Journal = {Neurocomputing},
	Pages = {235-252},
	Title = {Robust Bayesian Mixture Modeling},
	Volume = {64},
	Year = {2004}}

@article{blekas07,
	Author = {Blekas, K. and Lagaris, I. E.},
	Date-Added = {2008-02-26 08:13:38 +0100},
	Date-Modified = {2008-02-26 08:15:57 +0100},
	Journal = {ICANN'07},
	Number = {LNCS 4669},
	Pages = {291-300},
	Title = {Split-Merge Incremental LEarning (SMILE) of Mixture Models},
	Volume = {Part II},
	Year = {2007}}

@article{swain91,
	Author = {Swain, M. J. and Ballard, D. H.},
	Date-Added = {2008-02-25 16:27:14 +0100},
	Date-Modified = {2008-02-25 16:28:41 +0100},
	Journal = {International Journal of Computer Vision},
	Title = {Color Indexing},
	Year = {1991}}

@article{vasconcelos04,
	Author = {Vasconcelos, N.},
	Date-Added = {2008-02-25 09:12:43 +0100},
	Date-Modified = {2008-02-25 09:14:24 +0100},
	Journal = {IEEE Trans. on Information Theory},
	Number = {7},
	Pages = {1482-1496},
	Title = {On the Efficient Evaluation of Probabilistic Similarity Functions for Image Retrieval},
	Volume = {50},
	Year = {2004}}

@article{titterington84,
	Author = {Titterington, D. M.},
	Date-Added = {2008-02-25 09:10:58 +0100},
	Date-Modified = {2008-02-25 09:12:18 +0100},
	Journal = {Journal of the Royal Statistical Society - B Series (Methodological)},
	Number = {2},
	Pages = {257-267},
	Title = {Recursive Parameter Estimation using Incomplete Data},
	Volume = {46},
	Year = {1984}}

@article{liu95,
	Author = {Liu, C. and Rubin, D. B.},
	Date-Added = {2008-02-15 12:15:12 +0100},
	Date-Modified = {2008-02-15 12:16:07 +0100},
	Journal = {Statistica Sinica},
	Pages = {19-39},
	Title = {ML estimation of the t distribution using {EM} and its extensions, {ECM} and {ECME}},
	Volume = {5},
	Year = {1995}}

@article{richardson97,
	Author = {Richardson, S. and Green, P. J.},
	Date-Added = {2008-02-15 11:59:52 +0100},
	Date-Modified = {2008-02-15 12:01:36 +0100},
	Journal = {Journal of the Royal Statistical Society},
	Number = {59},
	Pages = {731-792},
	Title = {On bayesian analysis of mixtures with unknown number of components},
	Volume = {Series B},
	Year = {1997}}

@article{bishop02,
	Author = {Bishop, C. M. and Spiegelhalter, D. and Winn, J.},
	Date-Added = {2008-02-15 11:34:52 +0100},
	Date-Modified = {2008-02-15 11:36:40 +0100},
	Journal = {Advances in Neural Information Processing Systems},
	Title = {VIBES : A Variational Inference Engine for Bayesian Networks},
	Year = {2002}}

@book{duda73,
	Author = {Duda, R. O. and Hart, P. E.},
	Date-Added = {2008-02-14 17:30:02 +0100},
	Date-Modified = {2008-02-14 17:30:45 +0100},
	Publisher = {Wiley},
	Title = {Pattern Classification and Scene Analysis},
	Year = {1973}}

@book{krzanowski95,
	Author = {Krzanowski, W. J. and Marriott, F. H. C.},
	Date-Added = {2008-02-14 10:45:54 +0100},
	Date-Modified = {2008-02-14 10:48:12 +0100},
	Editor = {Edward Arnold},
	Publisher = {John Wiley and Sons},
	Title = {Multivariate Analysis Part 2 : Classification, Covariance, Structures and Repeated Measurements},
	Year = {1995}}

@book{mclachlan00,
	Author = {McLachlan, G. J. and Peel D.},
	Date-Added = {2008-02-14 10:45:00 +0100},
	Date-Modified = {2008-02-14 10:45:48 +0100},
	Publisher = {John Wiley and Sons},
	Title = {Finite Mixture Models},
	Year = {2000}}

@article{zhu03,
	Author = {Zhu, X. and Ghahramani, Z. and Lafferty, J.},
	Date-Added = {2008-02-13 16:28:39 +0100},
	Date-Modified = {2008-02-13 16:30:23 +0100},
	Journal = {Proceedings of the 20th ICML},
	Title = {Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions},
	Year = {2003}}

@phdthesis{williams03b,
	Author = {Williams, J. L.},
	Date-Added = {2008-02-13 16:26:10 +0100},
	Date-Modified = {2008-02-13 16:28:06 +0100},
	School = {Air Force Institute of Technology},
	Title = {Gaussian Mixture Reduction for Tracking Multiple Maneuvring Targets in Clutter},
	Year = {2003}}

@article{williams03,
	Author = {Williams, J. L. and Maybeck, P. S.},
	Date-Added = {2008-02-13 16:24:01 +0100},
	Date-Modified = {2008-02-13 16:25:40 +0100},
	Journal = {6th International Conference on Information Fusion},
	Title = {Cost-Function-Based Gaussian Mixture Reduction for Targer Tracking},
	Year = {2003}}

@article{ester98,
	Author = {Ester, M. and Kriegel, H.-P. and Sander, J. and Wimmer, M. and Xu, X.},
	Date-Added = {2008-02-13 16:20:59 +0100},
	Date-Modified = {2008-02-13 16:23:31 +0100},
	Journal = {Proceedings of the 24th VLDB Conference},
	Title = {Incremental Clustering for Mining in a Data Warehousing Environment},
	Year = {1998}}

@article{tipping01,
	Author = {Tipping, M. E.},
	Date-Added = {2008-02-13 16:19:17 +0100},
	Date-Modified = {2008-02-13 16:20:22 +0100},
	Journal = {Journal of Machine Learning Research},
	Title = {Sparse Bayesian Learning and the Relevance Vector Machine},
	Year = {2001}}

@article{tacer98,
	Author = {Tacer, B. and Loughlin, P. J.},
	Date-Added = {2008-02-13 16:17:00 +0100},
	Date-Modified = {2008-02-13 16:18:48 +0100},
	Journal = {Pattern Recognition},
	Number = {11},
	Pages = {1635-1641},
	Title = {Non-stationary Signal Classification using the Joint-moments of Time-frequency Distributions},
	Volume = {31},
	Year = {1998}}

@book{glover97,
	Author = {Glover, F. and Laguna, M.},
	Date-Added = {2008-02-13 16:15:38 +0100},
	Date-Modified = {2008-02-13 16:16:32 +0100},
	Publisher = {Springer},
	Title = {Tabu Search},
	Year = {1997}}

@article{szummer02,
	Author = {Szummer, M. and Jaakkola T. S.},
	Date-Added = {2008-02-13 16:12:26 +0100},
	Date-Modified = {2008-02-13 16:13:25 +0100},
	Journal = {Advances in Neural Information Processing Systems},
	Title = {Partially labeled Classification with Markov random walks},
	Year = {2002}}

@article{singer98,
	Author = {Singer, Y. and Warmuth, M. K.},
	Date-Added = {2008-02-13 16:08:48 +0100},
	Date-Modified = {2008-02-13 16:09:32 +0100},
	Journal = {Advances in Neural Information Processing Systems},
	Title = {Batch and on-line parameter estimation of Gaussian mixtures based on the joint entropy},
	Year = {1998}}

@techreport{fung01,
	Author = {Fung, G. and Mangasarian, O. L.},
	Date-Added = {2008-02-13 16:05:34 +0100},
	Date-Modified = {2008-02-13 16:07:58 +0100},
	Institution = {University of Wisconsin - Madison - Computer Sciences},
	Title = {Incremental support vector machine classification},
	Year = {2001}}

@unpublished{same05,
	Author = {Same, A. and Ambroise, C. and Govaert, G.},
	Date-Added = {2008-02-13 16:03:25 +0100},
	Date-Modified = {2008-02-13 16:05:16 +0100},
	Month = {December},
	Note = {Preprint submitted to Elsevier Science},
	Title = {An on-line Classification EM Algorithm based on Mixture Model},
	Year = {2005}}

@article{runnalls06,
	Author = {Runnalls, A.},
	Date-Added = {2008-02-13 16:00:27 +0100},
	Date-Modified = {2008-02-13 16:01:45 +0100},
	Journal = {IEEE Trans. on Aerospace and Electronic Systems},
	Title = {A Kullback-Leibler Approach to Gaussian Mixture Reduction},
	Year = {2006}}

@book{roux85,
	Author = {Roux, M.},
	Date-Added = {2008-02-13 15:58:52 +0100},
	Date-Modified = {2008-02-13 16:00:10 +0100},
	Publisher = {Masson},
	Title = {Algorithmes de Classification},
	Year = {1985}}

@article{peel00,
	Author = {Peel D. and McLachlan, G. J.},
	Date-Added = {2008-02-13 15:56:05 +0100},
	Date-Modified = {2008-02-13 15:57:01 +0100},
	Journal = {Statistics and Computing},
	Title = {Robust Mixture Modelling using t Distribution},
	Year = {2000}}

@article{olkin64,
	Author = {Olkin, I. and Rubin, H.},
	Date-Added = {2008-02-13 15:53:09 +0100},
	Date-Modified = {2008-02-13 15:55:11 +0100},
	Journal = {The Annals of Mathematical Statistics },
	Title = {Multivariate Beta Distributions and Independance Properties of the Wishart Distribution},
	Year = {1964}}

@article{vasconcelos01,
	Author = {Vasconcelos, N.},
	Date-Added = {2008-02-13 15:45:51 +0100},
	Date-Modified = {2008-06-20 12:56:27 +0200},
	Journal = {Proceedings of IEEE Conference in Computer Vision and Pattern Recognition},
	Pages = {3-10},
	Title = {Image Indexing with Mixture Hierarchies},
	Volume = {1},
	Year = {2001}}

@article{vasconcelos98,
	Author = {Vasconcelos, N. and Lippman, A.},
	Date-Added = {2008-02-13 15:44:15 +0100},
	Date-Modified = {2008-06-20 13:06:45 +0200},
	Journal = {{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems - {MIT} {P}ressNeural Information Processing Systems},
	Pages = {606-612},
	Title = {Learning Mixture Hierarchies},
	Volume = {II},
	Year = {1998}}

@techreport{neal93,
	Author = {Neal, R. M.},
	Date-Added = {2008-02-13 15:42:34 +0100},
	Date-Modified = {2008-02-13 15:43:34 +0100},
	Institution = {University of Toronto},
	Title = {Probabilistic Inference Using Markov Chain Monte Carlo Methods},
	Year = {1993}}

@article{moreno03,
	Author = {Moreno, P. J. and Agarwal, S.},
	Date-Added = {2008-02-13 15:38:07 +0100},
	Date-Modified = {2008-02-13 15:41:55 +0100},
	Journal = {Proceedings of the ICML-2003 Workshop on The Continuum from Labeled to Unlabeled Data},
	Title = {An Experimental Study of EM-Based Algorithms for Semi-Supervised Learning in Audio Classification},
	Year = {2003}}

@article{li00,
	Author = {Li, C. and Biswas, G.},
	Date-Added = {2008-02-13 15:35:56 +0100},
	Date-Modified = {2008-02-13 15:36:47 +0100},
	Journal = {Proceedings of the Seventeenth International Conference on Machine Learning},
	Title = {A Bayesian Approach to Temporal Data Clustering using Hidden Markov Models},
	Year = {2000}}

@article{hothorn,
	Author = {Hothorn, T.},
	Date-Added = {2008-02-13 15:33:56 +0100},
	Date-Modified = {2008-02-13 15:34:40 +0100},
	Journal = {The American Statistician},
	Title = {A Lego system for conditional inference},
	Year = {2006}}

@article{jaakkola00,
	Author = {Jaakkola T. S. and Jordan M. I.},
	Date-Added = {2008-02-13 15:32:05 +0100},
	Date-Modified = {2008-02-13 15:33:11 +0100},
	Journal = {Statistics and Computing},
	Title = {Bayesian parameter estimation via variational methods},
	Year = {2000}}

@article{lebarbier06,
	Author = {Lebarbier, E. and Mary-Huard, T.},
	Date-Added = {2008-02-13 15:18:44 +0100},
	Date-Modified = {2008-02-13 15:19:45 +0100},
	Journal = {Journal de la SFdS},
	Title = {Une introduction au critere BIC: fondements theoriques et interpretation},
	Year = {2006}}

@article{charikar97,
	Author = {Charikar, M. and Chekuri, C. and Feder, T. and Motwani, R.},
	Date-Added = {2008-02-13 15:15:15 +0100},
	Date-Modified = {2008-02-13 15:17:48 +0100},
	Journal = {Proceedings of the 29th Symposium on Theory of Computing},
	Title = {Incremental clustering and dynamic information retrieval},
	Year = {1997}}

@article{roure98,
	Author = {Roure, J. and Talavera, L.},
	Date-Added = {2008-02-13 15:13:19 +0100},
	Date-Modified = {2008-02-13 15:14:46 +0100},
	Journal = {Proceedings of the 6th Ibero-American Conference on AI},
	Title = {Robust incremental clustering with bad instance orderings: A new strategy},
	Year = {1998}}

@phdthesis{gibbs97,
	Author = {Gibbs, M. N.},
	Date-Added = {2008-02-13 15:11:43 +0100},
	Date-Modified = {2008-02-13 15:12:54 +0100},
	School = {University of Cambridge},
	Title = {Bayesian Gaussian Processes for Regression and Classification},
	Year = {1997}}

@article{ghahramani00,
	Author = {Ghahramani, Z. and Beal, M. J.},
	Date-Added = {2008-02-13 15:10:36 +0100},
	Date-Modified = {2008-02-13 15:11:20 +0100},
	Journal = {Advances in Neural Information Processing Systems},
	Title = {Variational inference for Bayesian mixtures of factor analysers},
	Year = {2000}}

@article{ghahramani01,
	Author = {Ghahramani, Z. and Beal, M. J.},
	Date-Added = {2008-02-13 15:08:54 +0100},
	Date-Modified = {2008-02-13 15:09:57 +0100},
	Journal = {Advances in Neural Information Processing Systems},
	Title = {Propagation Algorithms for Variational Bayesian Learning},
	Year = {2001}}

@article{fraley02b,
	Author = {Fraley, C. and Raftery, A. E.},
	Date-Added = {2008-02-13 15:04:03 +0100},
	Date-Modified = {2008-02-13 15:05:39 +0100},
	Journal = {Journal of the American Statistical Association},
	Title = {Model-Based Clustering, Discriminant Analysis and Density Estimation},
	Year = {2002}}

@techreport{fraley96,
	Author = {Fraley, C.},
	Date-Added = {2008-02-13 15:02:06 +0100},
	Date-Modified = {2008-02-13 15:03:12 +0100},
	Institution = {University of Washington Seattle - Department of Statistics},
	Title = {Algorithms for Model-Based Gaussian Hierarchical Clustering},
	Year = {1996}}

@article{neal99,
	Author = {Neal, R. M. and Hinton, G. E.},
	Date-Added = {2008-02-13 14:59:27 +0100},
	Date-Modified = {2010-06-24 11:44:31 +0200},
	Journal = {Learning in Graphical Models},
	Title = {A View of the {EM} Algorithm that justifies Incremental, Sparse, and other variants},
	Year = {1999}}

@article{cohen04,
	Author = {Cohen, I. and Cozman, F. G. and Sebe, N. and Cirelo, M. C. and Huang, T. S.},
	Date-Added = {2008-02-13 14:55:24 +0100},
	Date-Modified = {2008-02-13 14:58:50 +0100},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Learning},
	Title = {Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction},
	Year = {2004}}

@article{corduneanu01,
	Author = {Corduneanu, A. and Bishop, C. M.},
	Date-Added = {2008-02-13 14:53:27 +0100},
	Date-Modified = {2008-02-13 14:54:33 +0100},
	Journal = {Proceedings Eighth International Conference on Artificial Intelligence and Statistics},
	Title = {Variational Bayesian model selection for mixture distributions},
	Year = {2001}}

@article{celeux92,
	Author = {Celeux, G. and Govaert, G.},
	Date-Added = {2008-02-13 14:51:23 +0100},
	Date-Modified = {2010-06-24 11:45:14 +0200},
	Journal = {Computational Statistics and Data Analysis},
	Title = {A Classification {EM} algorithm for clustering and two stochastic versions},
	Year = {1992}}

@article{bishop99,
	Author = {Bishop, C. M.},
	Date-Added = {2008-02-13 14:48:16 +0100},
	Date-Modified = {2008-02-13 14:49:30 +0100},
	Journal = {Proceedings of 9th ICANN},
	Pages = {509-514},
	Title = {Variational Principal Components},
	Volume = {1},
	Year = {1999}}

@article{biernacki03,
	Author = {Biernacki, C. and Celeux, G. and Govaert, G.},
	Date-Added = {2008-02-13 14:44:20 +0100},
	Date-Modified = {2008-02-13 14:45:59 +0100},
	Journal = {Computational Statistics and Data Analysis},
	Title = {Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture model},
	Year = {2003}}

@book{blahut87,
	Author = {Blahut, R. E.},
	Date-Added = {2008-02-13 14:40:15 +0100},
	Date-Modified = {2008-02-13 14:41:24 +0100},
	Publisher = {Addison-Wesley},
	Title = {Principles and Practice of Information Theory},
	Year = {1987}}

@book{venables00,
	Author = {Venables, W. N. and Ripley, B. D.},
	Date-Added = {2008-02-13 14:38:21 +0100},
	Date-Modified = {2008-02-13 14:39:09 +0100},
	Publisher = {Springer},
	Title = {S Programming},
	Year = {2000}}

@article{attias99,
	Author = {Attias, H.},
	Date-Added = {2008-02-13 14:36:32 +0100},
	Date-Modified = {2008-02-13 14:38:09 +0100},
	Journal = {Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence},
	Title = {Inferring Parameters and Structure of Latent Variable Models by Variational Bayes},
	Year = {1999}}

@article{attias00,
	Author = {Attias, H.},
	Date-Added = {2008-02-13 14:35:09 +0100},
	Date-Modified = {2008-06-20 12:43:17 +0200},
	Journal = {Advances in Neural Information Processing Systems - MIT Press},
	Title = {A Variational Bayesian Framework for Graphical Models},
	Volume = {12},
	Year = {2000}}

@article{akaike74,
	Author = {Akaike, H.},
	Date-Added = {2008-02-13 14:32:04 +0100},
	Date-Modified = {2008-02-13 14:33:35 +0100},
	Journal = {IEEE Trans. on Automatic Control},
	Number = {6},
	Title = {A New Look at the Statistical Model Identification},
	Volume = {AC-19},
	Year = {1974}}

@article{picarougne07,
	Author = {Picarougne, F. and Azzag, H. and Venturini, G. and Guinot, C.},
	Date-Added = {2008-02-13 14:30:04 +0100},
	Date-Modified = {2008-02-13 14:30:04 +0100},
	Journal = {Evolutionary Computation},
	Number = {3},
	Pages = {345-367},
	Title = {A New Approach of Data Clustering Using a Flock of Agents},
	Volume = {15},
	Year = {2007}}

@book{chapelle06,
	Author = {Chapelle, O. and Scholkopf, B. and Zien, A.},
	Date-Added = {2008-02-13 14:30:04 +0100},
	Date-Modified = {2008-02-13 14:30:04 +0100},
	Publisher = {MIT Press},
	Title = {Semi-Supervised Learning},
	Year = {2006}}

@book{anderberg73,
	Address = {New York},
	Author = {Anderberg, M. R.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Academic Press},
	Title = {Cluster Analysis for Applications},
	Year = {1973}}

@article{anderson35,
	Author = {Anderson, E.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Bulletin of the American Iris Society},
	Pages = {2-5},
	Title = {The irises of the Gaspe Peninsula},
	Volume = {59},
	Year = {1935}}

@webpage{anr07,
	Author = {ANR},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Title = {http://www.agence-nationale-recherche.fr/},
	Year = {2007}}

@article{azzag05,
	Author = {Azzag, H. and Guinot, C. and Oliver, A. and Venturini, G.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Special Issue on Application of Metaheuristics, European Journal of Operational Research (EJOR)},
	Title = {A hierarchical ant based clustering algorithm and its use in three real-world applications},
	Year = {2005}}

@phdthesis{azzag05b,
	Author = {Azzag, H.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	School = {Ecole Doctorale Sant{\'e} Sciences et Technologies, Universit{\'e} Fran{\c c}ois Rabelais Tours},
	Title = {Classification hi{\'e}rarchique par des fourmis artificielles : application {\`a} la fouille de donn{\'e}es et de textes pour le Web},
	Year = {2005}}

@article{azzag06,
	Author = {Azzag, H. and Ratsimba, D. and Da Costa, D. and Guinot, C. and Venturini, G.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {IFIP Conference on Biologically Inspired Cooperative Computing WCC-BICC},
	Title = {On building maps of web pages with a cellular automata},
	Year = {2006}}

@techreport{ball65,
	Author = {Ball, G. H. and Hall, D. J.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Institution = {Stanford University},
	Title = {ISODATA, a novel method of data analysis and classification},
	Year = {1965}}

@book{becker88,
	Author = {Becker, R. A. and Chambers, J. M. and Wilks, A. R.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Wadsworth and Brooks / Cole},
	Title = {The New S Language},
	Year = {1988}}

@book{bennani06,
	Address = {Paris},
	Author = {Bennani, Y.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Lavoisier},
	Title = {Apprentissage connexionniste},
	Year = {2006}}

@article{bennett98,
	Author = {Bennett, K. P. and Demiriz, A.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the 1998 conference on Advances in neural information processing systems II},
	Pages = {368-374},
	Title = {Semi-supervised support vector machines},
	Year = {1998}}

@book{bezdek81,
	Address = {New York},
	Author = {Bezdek, J. C.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Plenum Press},
	Title = {Pattern Recognition with Fuzzy Objective Function Algorithms},
	Year = {1981}}

@article{bezdek94,
	Author = {Bezdek, J. C. and Boggavarapu, S. and Hall, L.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the First IEEE Conference on Evolutionary Computation},
	Pages = {34-39},
	Title = {Genetic Algorithm guided clustering},
	Year = {1994}}

@article{bishop04,
	Author = {Bishop, C. M. and Svensen, M.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {ESANN'2004 Proceedings},
	Pages = {69-74},
	Title = {Robust Bayesian Mixture Modeling},
	Year = {2004}}

@book{bishop06,
	Address = {New York},
	Author = {Bishop, C. M.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Springer},
	Title = {Pattern Recognition and Machine Learning},
	Year = {2006}}

@book{bishop08,
	Author = {Bishop, C. M. and Nabney, I. T.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Edition = {In preparation},
	Publisher = {Springer},
	Title = {Pattern Recognition and Machine Learning : A Matlab Companion},
	Year = {2008}}

@article{blum98,
	Author = {Blum, A. and Mitchell, T.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {COLT : Proceedings of the Workshop on Computational Learning Theory},
	Title = {Combining labeled and unlabeled data with co-training},
	Year = {1998}}

@article{boser92,
	Author = {Boser, B. E. and Guyon, I. M. and Vapnik, V. N.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the Fifth Annual Workshop on Computational Learning Theory (COLT)},
	Pages = {144-152},
	Title = {A training algorithm for optimal margin classifiers},
	Year = {1992}}

@article{brailovsky91,
	Author = {Brailovsky, V. L.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Pattern Recognition Letter 12},
	Pages = {193-198},
	Title = {A Probabilistic approach to clustering},
	Volume = {4},
	Year = {1991}}

@article{carpenter87a,
	Author = {Carpenter, G. A. and Grossberg, S.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Computer Vision, Graphics, and Image Processing},
	Pages = {54-115},
	Title = {A massively parallel architecture for a self-organizing neural pattern recognition machine},
	Volume = {37},
	Year = {1987}}

@article{carpenter87b,
	Author = {Carpenter, G. A. and Grossberg, S.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Applied Optics},
	Pages = {4919-4930},
	Title = {ART2 : self-organization of stable category recognition codes for analog input patterns},
	Volume = {26},
	Year = {1987}}

@article{carpenter90,
	Author = {Carpenter, G. A. and Grossberg, S.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Neural Networks},
	Pages = {129-152},
	Title = {ART3 : Hierarchical Search Using Chemical Transmitters in Self-Organizing Pattern Recognition Architectures},
	Volume = {3},
	Year = {1990}}

@article{celeux95,
	Author = {Celeux, G. and Govaert, G.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Pattern Recognition},
	Pages = {781-793},
	Title = {Gaussian Parcimonious clustering models},
	Volume = {28},
	Year = {1995}}

@article{chapelle03,
	Author = {Chapelle, O. and Weston, J. and Scholkopf, B.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Advances in Neural Information Processing Systems},
	Title = {Cluster kernels for semi-supervised learning},
	Year = {2003}}

@article{comaniciu02,
	Author = {Comaniciu, D. and Meer, P.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {IEEE Trans. on Pattern Analysis Machine Intelligence},
	Title = {A robust approach toward feature space analysis},
	Year = {2002}}

@book{cplex94,
	Address = {Nevada},
	Author = {CPLEX Optimization Incorporated},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Incline Village},
	Title = {Using the CPLEX Callable Library},
	Year = {1994}}

@misc{cran07,
	Author = {CRAN},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Title = {http://lib.stat.cmu.edu/R/CRAN/},
	Year = {2007}}

@article{decastro00,
	Author = {De Castro, L. N. and Von Zuben, F. J.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the IEEE SBRN'00 (Brazilian Symposium on Artificial Neural Networks)},
	Pages = {84-89},
	Title = {An evolutionary immune network for data clustering},
	Year = {2000}}

@article{dempster77,
	Author = {Dempster, A. P. and Laird, N. M. and Rubin, D. B.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-06-20 12:51:21 +0200},
	Journal = {Journal of the Royal Statistical Society - B Series},
	Number = {39},
	Pages = {1-38},
	Title = {Maximum likelihood from incomplete data via the {EM} algorithm},
	Volume = {B},
	Year = {1977}}

@article{deneubourg90,
	Author = {Deneubourg, J. L. and Goss, S. and Franks, N. R. and Sendova-Franks, A. and Detrain, C. and Chretien, L.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the First International Conference on Simulation of Adaptive Behavior},
	Pages = {356-365},
	Title = {The dynamics of collective sorting: robot-like and ant-like robots},
	Year = {1990}}

@article{diday73,
	Author = {Diday, E.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {J. Comput. Inf. Sci.},
	Pages = {61-88},
	Title = {The dynamic cluster method in non-hierarchical clustering},
	Volume = {2},
	Year = {1973}}

@article{diday76,
	Author = {Diday, E. and Simon, J. C.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Digital Pattern Recognition},
	Pages = {47-94},
	Title = {Clustering Analysis},
	Year = {1976}}

@book{diggle94,
	Address = {Oxford},
	Author = {Diggle, P. J. and Liang, K. Y. and Zeger, S. L.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Clarendon Press},
	Title = {Analysis of Longitudinal Data},
	Year = {1994}}

@article{dubes87,
	Author = {Dubes, R. C.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Pattern Recognition},
	Month = {November},
	Number = {6},
	Pages = {645-663},
	Title = {How many clusters are best ?- An experiment},
	Volume = {20},
	Year = {1987}}

@book{duda01,
	Address = {New York},
	Author = {Duda, R. O. and Hart, P. E. and Stork, D. G.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {John Wiley and Sons},
	Title = {Pattern Classification 2nd Edition},
	Year = {2001}}

@misc{eclipse07,
	Author = {Eclipse},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Title = {http://www.eclipse.org/},
	Year = {2007}}

@article{falkenauer94,
	Author = {Falkenauer, E.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Evolutionary Computation},
	Number = {2},
	Pages = {123-144},
	Title = {A new representation and operators for genetic algorithms applied to grouping problems},
	Volume = {2},
	Year = {1994}}

@article{fisher36,
	Author = {Fisher, R. A.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Annals of Eugenics},
	Number = {Part II},
	Pages = {179-188},
	Title = {The use of multiple measurements in taxonomic problems},
	Volume = {7},
	Year = {1936}}

@book{fletcher87,
	Author = {Fletcher, R.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Edition = {2nd},
	Publisher = {Wiley},
	Title = {Practical Methods of Optimization},
	Year = {1987}}

@article{fowlkes83,
	Author = {Fowlkes, E. B. and Mallows, C. L.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {J. Am. Stat. Assoc.},
	Pages = {553-569},
	Title = {A method for comparing two hierarchical clusterings},
	Volume = {78},
	Year = {1983}}

@techreport{fraley02,
	Author = {Fraley, C. and Raftery, A. E.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Institution = {Department of Statistics - University of Washington},
	Title = {MCLUST : Software for Model-Based Clustering, Density Estimation and Discriminant Analysis},
	Type = {Technical Report 415},
	Year = {2002}}

@techreport{fraley05,
	Author = {Fraley, C. and Raftery, A. E.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Institution = {University of Washington Seattle - Department of Statistics},
	Number = {486},
	Title = {Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering},
	Type = {Technical Report},
	Year = {2005}}

@article{fukunaga75,
	Author = {Fukunaga, K. and Hostetler, L.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {IEEE Trans. in Information Theory},
	Title = {The estimation of the gradient of a density function, with applications in pattern recognition},
	Year = {1975}}

@article{georgescu03,
	Author = {Georgescu, B. and Shimshoni, I. and Meer, P.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {International Conference on Computer Vision},
	Title = {Mean shift based clustering in high dimensions: A texture classification example},
	Year = {2003}}

@book{gordon99,
	Author = {Gordon, A.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Chapman et al./CRC},
	Title = {Classification, 2nd Edition},
	Year = {1999}}

@book{hartigan75,
	Author = {Hartigan, J. A.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {John Wiley and Sons},
	Title = {Clustering Algorithms},
	Year = {1975}}

@book{herbrich02,
	Author = {Herbrich, R.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {MIT Press},
	Title = {Learning Kernel Classifiers},
	Year = {2002}}

@book{holland75,
	Address = {Ann Arbor},
	Author = {Holland, J. H.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {University of Michigan Press},
	Title = {Adaptation in natural and artificial systems},
	Year = {1975}}

@book{jain88,
	Address = {Upper Saddle River},
	Author = {Jain, A. K. and Dubes, R. C.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Prentice-Hall},
	Series = {Prentice-Hall advanced reference series},
	Title = {Algorithms for Clustering Data},
	Year = {1988}}

@article{jain99,
	Author = {Jain, A. K. and Murty, M. N. and Flynn, P. J.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {ACM Computing Surveys},
	Title = {Data Clustering : A Review},
	Year = {1999}}

@article{jones91,
	Author = {Jones, D. R. and Beltramo, M. A.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2010-08-19 14:27:13 +0200},
	Editor = {Belew, R. K. and Booker, L. B},
	Journal = {Proceedings of the Fourth International Conference on Genetic Algorithms},
	Pages = {442-449},
	Publisher = {Morgan Kaufmann},
	Title = {Solving partitioning problems with genetic algorithms},
	Year = {1991}}

@article{king67,
	Author = {King, B.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {J. Am. Stat. Assoc.},
	Pages = {86-101},
	Title = {Step-wise clustering procedures},
	Volume = {69},
	Year = {1967}}

@unpublished{kojadinovic06,
	Author = {Kojadinovic, I.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Month = {Septembre},
	Note = {cours d'informatique d{\'e}cisionnelle Universit{\'e} de Nantes},
	Title = {cours d'Analyse de Donn{\'e}es},
	Year = {2006}}

@article{labroche02,
	Author = {Labroche, N. and Monmarch{\'e}, N. and Venturini, G.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the 15th European Conference on Artificial Intelligence},
	Pages = {345-349},
	Title = {A new clustering algorithm based on the chemical recognition system of ants},
	Year = {2002}}

@webpage{lina07,
	Author = {LINA},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Title = {http://lina.atlanstic.net/},
	Year = {2007}}

@article{lucasius93,
	Author = {Lucasius, C. B. and Dane, A. D. and Kateman, G.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Analytica Chimica Acta},
	Pages = {647-669},
	Title = {On k-medoid clustering of large data sets with the aid of a genetic algorithm : background, feasibility and comparison},
	Volume = {282},
	Year = {1993}}

@article{lumer94,
	Author = {Lumer, E. D. and Faieta, B.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceeding of the Third International Conference on Simulation of Adaptive Behavior},
	Pages = {501-508},
	Title = {Diversity and adaptation in populations of clustering ants},
	Year = {1994}}

@article{mao96,
	Author = {Mao, J. and Jain, A. K.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {IEEE Trans. Neural Netw.},
	Pages = {16-29},
	Title = {Artificial neural networks for hyperellipsoidal clustering (HEC)},
	Volume = {7},
	Year = {1996}}

@book{matsumoto02,
	Author = {Matsumoto, Y.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {American Mathematical Society},
	Title = {An Introduction to Morse Theory},
	Year = {2002}}

@book{mclachlan88,
	Author = {McLachlan, G. J. and Basford, K. E.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Marcel Dekker},
	Title = {Mixture models : inference and applications to Clustering},
	Year = {1988}}

@article{mcqueen67,
	Author = {McQueen, J.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the fifth Berkeley Symposium on Mathematical Statistics and Probability},
	Pages = {281-297},
	Title = {Some methods for classification and analysis of multivariate observations},
	Year = {1967}}

@article{michalski83,
	Author = {Michalski, R. and Stepp, R. E. and Diday, E.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {IEEE Trans. Pattern Analysis Mach. Intell.},
	Pages = {396-409},
	Title = {Automated Construction of Classifications : Conceptual Clustering versus Numerical Taxonomy},
	Volume = {5},
	Year = {1983}}

@book{milnor63,
	Author = {Milnor, J.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Princeton University Press},
	Title = {Morse Theory},
	Year = {1963}}

@book{mitchell97,
	Address = {New York},
	Author = {Mitchell, T.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {McGraw-Hill},
	Title = {Machine Learning},
	Year = {1997}}

@article{mitchell99,
	Author = {Mitchell, T.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the Sixth International Colloquium on Cognitive Science},
	Title = {The role of unlabeled data in supervised learning},
	Year = {1999}}

@article{nigam00,
	Author = {Nigam, K. and McCallum, A. K. and Thrun, S. and Mitchell, T.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Machine Learning},
	Pages = {103-134},
	Title = {Text Classification from Labeled and Unlabeled Documents using EM},
	Volume = {39},
	Year = {2000}}

@article{nivelle06,
	Author = {Nivelle, P.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Lib{\'e}ration 25 octobre 2006},
	Title = {P{\'e}kin muselle ses blogs},
	Year = {2006}}

@misc{omnigraffle07,
	Author = {OmniGraffle},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Title = {http://www.omnigroup.com/applications/omnigraffle/},
	Year = {2007}}

@article{ordonez03,
	Author = {Ordonez, C.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery},
	Pages = {12-19},
	Title = {Clustering Binary Data Streams with K-means},
	Year = {2003}}

@article{paris07,
	Author = {Paris, S. and Durand, F.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the IEEE conference on Computer Vision and Pattern Recognition},
	Title = {A Topological Approach to Hierarchical Segmentation using Mean Shift},
	Year = {2007}}

@webpage{pole07,
	Author = {Pole},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Title = {http://www.images-et-reseaux.com/},
	Year = {2007}}

@article{raghavan79,
	Author = {Raghavan, V. V. and Birchard, K.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Information Implications into the Eighties, Proceedings of the Second International Conference on Information Storage and Retrieval},
	Pages = {10-22},
	Title = {A clustering strategy based on a formalism of the reproductive process in natural systems},
	Year = {1979}}

@book{ripley87,
	Author = {Ripley, B. D.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Wiley},
	Title = {Stochastic Simulation},
	Year = {1987}}

@misc{rjava07,
	Author = {RJava},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Title = {http://rosuda.org/rJava/},
	Year = {2007}}

@article{ruspini69,
	Author = {Ruspini, E. H.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Inf. Control},
	Pages = {22-32},
	Title = {A new Approach to clustering},
	Volume = {15},
	Year = {1969}}

@book{scholkopf02,
	Author = {Sch{\"o}lkopf, B. and Smola, A.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {MIT Press},
	Title = {Learning with kernels},
	Year = {2002}}

@article{schwarz78,
	Author = {Schwarz, G.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {The Annals of Statistics},
	Pages = {461-464},
	Title = {Estimating the dimension of a model},
	Volume = {6},
	Year = {1978}}

@book{shawe04,
	Author = {Shawe-Taylor, J. and Cristianini, N.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Cambridge University Press},
	Title = {Kernel Methods for Pattern Analysis},
	Year = {2004}}

@article{smith88,
	Author = {Smith, J. W. and Everhart, J. E. and Dickson, W. C. and Knowler, W. C. and Johannes, R. S.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Proceedings of the Symposium on Computer Applications in Medical Care (Washington, 1988)},
	Pages = {261--265},
	Title = {Using the ADAP learning algorithm to forecast the onset of diabetes mellitus},
	Year = {1988}}

@book{sneath73,
	Address = {London},
	Author = {Sneath, P. H. A. and Sokal, R. R.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Freeman},
	Title = {Numerical Taxonomy},
	Year = {1973}}

@article{symon77,
	Author = {Symon, M. J.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Biometrics},
	Pages = {35-43},
	Title = {Clustering criterion and multi-variate normal mixture},
	Year = {1977}}

@misc{uci07,
	Author = {UCI},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2011-01-03 11:11:20 +0100},
	Title = {UCI Machine Learning Repository, http://mlearn.ics.uci.edu/MLRepository.html},
	Year = {2007}}

@book{vapnik82,
	Address = {New York},
	Author = {Vapnik, V. N.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Springer},
	Title = {Estimation of dependencies based on empirical Data},
	Year = {1982}}

@book{venables99,
	Author = {Venables, W. N. and Ripley, B. D.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Publisher = {Springer},
	Title = {Modern Applied Statistics with S-PLUS. Third Edition},
	Year = {1999}}

@article{ward63,
	Author = {Ward, J. H. Jr.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {J. Am. Stat. Assoc.},
	Pages = {236-244},
	Title = {Hierarchical grouping to optimize an objective function},
	Volume = {58},
	Year = {1963}}

@article{zadeh65,
	Author = {Zadeh, L. A.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {Inf. Control},
	Pages = {338-353},
	Title = {Fuzzy sets},
	Volume = {8},
	Year = {1965}}

@article{zahn71,
	Author = {Zahn, C. T.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {IEEE Trans. Comput. C-20},
	Month = {April},
	Pages = {68-86},
	Title = {Graph-theoretical methods for detecting and describing gestalt clusters},
	Year = {1971}}

@article{zhang96,
	Author = {Zhang, T. and Ramakrishnan, R. and Livny, M.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Journal = {International Conference on Management of Data Proceedings of the 1996 ACM SIGMOD international conference on Management of data},
	Pages = {103-114},
	Title = {BIRCH : An Efficient Data Clustering Method for Very Large Databases},
	Year = {1996}}

@techreport{zhu06,
	Author = {Zhu, X.},
	Date-Added = {2008-02-13 14:29:13 +0100},
	Date-Modified = {2008-02-13 14:29:13 +0100},
	Institution = {University of Wisconsin - Madison - Computer Sciences},
	Number = {1530},
	Title = {Semi-Supervised Learning Literature Survey},
	Year = {2006}}
