STPRTool swMATH ID: 14329 Software Authors: Vojtech Franc Description: Statistical Pattern Recognition Toolbox. This toolbox implements a selection of statistical pattern recognition methods described in the monograph M.I. Schlesinger, V. Hlavac: Ten lectures on the statistical and structural pattern recognition, Kluwer Academic Publishers, 2002 , rather it implements the first part of the monograph which deals with feature based statistical pattern recognition methods. The toolbox is still being developed and new implemented methods (see implemeted methods) go beyond the contents of the monograph. The toolbox should help to understand relevant algorithms from the monograph and to demonstrate their functionality. The visualization of the process leading to the solution and experimentation feasibility is stressed for this reason. The demonstrator environment is provided that allows the user to choose different algorithms, compare their behavior, provides tools to control the algorithm run interactively and creates synthetic input data or uses real ones. The implemented method can be used for real applications as well. Homepage: http://cmp.felk.cvut.cz/cmp/software/stprtool/ Dependencies: Matlab Related Software: Matlab; UCI-ml; COIL-100; ElemStatLearn; C4.5; RegEM; SIFT; Camera Calibration; calib; PRMLT; Petrel; GSLIB Cited in: 10 Publications all top 5 Cited by 31 Authors 2 Lu, Zhao 1 Alonso-Betanzos, Amparo 1 Alpak, Faruk O. 1 Aziz, Khalid 1 Bao, Zheng 1 Barton, Mark D. 1 Bozdogan, Hamparsum 1 Caers, Jef 1 Camillo, Furio 1 Chen, Bo 1 Ding, Yu 1 Docef, Alen 1 Durlofsky, Louis J. 1 Fontenla-Romero, Oscar 1 Guijarro-Berdiñas, Bertha 1 Lai, Kinkeung 1 Liang, Lily Rui 1 Liberati, Caterina 1 Lin, Feng 1 Liu, Hongwei 1 Mallick, Bani K. 1 Motai, Yuichi 1 Pérez-Sánchez, Beatriz 1 Pourhabib, Arash 1 Sarma, Pallav 1 Song, Gangbing 1 Wang, Shufang 1 Winter, Lahiruka 1 Yen, Jerome 1 Ying, Hao 1 Zhou, Ligang all top 5 Cited in 7 Serials 2 Computers & Mathematics with Applications 2 Pattern Recognition 1 Cybernetics and Systems 1 Signal Processing 1 Computational Geosciences 1 Journal of Machine Learning Research (JMLR) 1 Mathematical Geosciences Cited in 5 Fields 5 Computer science (68-XX) 3 Statistics (62-XX) 2 Geophysics (86-XX) 2 Information and communication theory, circuits (94-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year