SOM_PAK swMATH ID: 15446 Software Authors: Kohonen, T., Hynninen, J., Kangas, J., Laaksonen, J. Description: SOM_PAK: The self-organizing map program package. The Self-Organizing Map (SOM) represents the result of a vector quantization algorithm that places a number of reference or codebook vectors into a high-dimensional input data space to approximate to its data sets in an ordered fashion. The SOM PAK program package contains all programs necessary for the correct application of the SelfOrganizing Map algorithm in the visualization of complex experimental data. The first version 1.0 of this program package was published in 1992 and since then the package has been updated regularly to include latest improvements in the SOM implementations. This report that contains the last documentation was prepared for bibliographical purposes. Homepage: http://hackbbs.org/article/reds/form_de_base/SBI/labo5/som_pak.pdf Related Software: SOM; UCI-ml; LVQ_PAK; EMD; SOMLib; VisualSEEk; ClustalW; PHYLIP; TreeSOM; KernSmooth; SAS/STAT; SNNS; SAS; SYSTAT; STATISTICA; S-PLUS; AS 136 Cited in: 17 Documents all top 5 Cited by 36 Authors 3 Dzemyda, Gintautas 1 Ahmadi, Majid 1 Becker, Claudia 1 Bernatavičienẹ, Jolita 1 Blasco, J. A. 1 Cinque, Luigi 1 Dehghan Takht Fooladi, Mehdi 1 Deng, Da 1 Dopazo, César 1 Faez, Karim 1 Fueyo, Norberto 1 Gu, Jifa 1 Hernández-Pajares, Manuel 1 Hidaka, Tetsuji 1 Ijzerman, Ad P. 1 Illian, Janine B. 1 Kaiser, Heather A. 1 Kim, Sang-Woon 1 Kirschstein, Thomas 1 Kok, Joost N. 1 Kurasova, Olga 1 Li, Qianqian 1 Liebscher, Steffen 1 Lombardi, Luca 1 Madey, Gregory R. 1 Manry, Mike 1 Marcinkevičius, Virginijus 1 Murtagh, Fionn D. 1 Nour, Mohamed A. 1 Okabe, Yasunori 1 Oommen, B. John 1 Samsonova, Elena V. 1 Shridhar, Malayappan 1 Takatsuka, Masahiro 1 Waller, Niels G. 1 Wu, Yingxin all top 5 Cited in 11 Serials 4 Pattern Recognition 2 Neural Networks 2 European Journal of Operational Research 2 Computational Statistics and Data Analysis 1 Psychometrika 1 Journal of Classification 1 Japan Journal of Industrial and Applied Mathematics 1 Combustion Theory and Modelling 1 Journal of Systems Science and Complexity 1 International Journal of Pure and Applied Mathematics 1 Statistics and Computing all top 5 Cited in 10 Fields 12 Computer science (68-XX) 10 Statistics (62-XX) 2 Operations research, mathematical programming (90-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Numerical analysis (65-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Astronomy and astrophysics (85-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Citations by Year