Self-Organizing Maps and Unsupervised Classification

[1]  S. P. Luttrell,et al.  A Bayesian Analysis of Self-Organizing Maps , 1994, Neural Computation.

[2]  H. Bock.  Probabilistic models in cluster analysis , 1996 .

[3]  Teuvo Kohonen,et al.  Self-Organizing Maps , 2010 .

[4]  Samuel Kaski,et al.  Self organization of a massive document collection , 2000, IEEE Trans. Neural Networks Learn. Syst..

[5]  Vladimir Cherkassky,et al.  Constrained topological mapping for nonparametric regression analysis , 1991, Neural Networks.

[6]  Fionn Murtagh,et al.  A Survey of Algorithms for Contiguity-Constrained Clustering and Related Problems , 1985, Comput. J..

[7]  Timo Honkela,et al.  WEBSOM - Self-organizing maps of document collections , 1998, Neurocomputing.

[8]  Fouad Badran,et al.  A Topological Hierarchical Clustering: Application to Ocean Color Classification , 2001, ICANN.

[9]  T. Kohonen,et al.  Bibliography of Self-Organizing Map SOM) Papers: 1998-2001 Addendum , 2003 .

[10]  Erkki Oja,et al.  Kohonen Maps , 1999, Encyclopedia of Machine Learning.

[11]  B Fritzke,et al.  A growing neural gas network learns topologies. G. Tesauro, DS Touretzky, and TK Leen, editors , 1995, NIPS 1995.

[12]  Martin Schader,et al.  Data Analysis: Scientific Modeling And Practical Application , 2000 .

[13]  Richard O. Duda,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.

[14]  Anil K. Jain,et al.  Algorithms for Clustering Data , 1988 .

[15]  Teuvo Kohonen,et al.  Self-Organization and Associative Memory , 1988 .

[16]  C. Malsburg.  Self-organization of orientation sensitive cells in the striate cortex , 2004, Kybernetik.

[17]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[18]  Hans-Hermann Bock,et al.  Clustering and Neural Networks , 1998 .