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publications

Publications

Below is a list of our publications related to the prototype selection problem.

Total numer of publications: 22

2012 (5)

M. Blachnik, M. Kordos Extraction of prototype-based threshold rules using neural training procedure. LNCS 7553 pp. 255–262. 2012

T. Maszczyk, W. Duch, M. Blachnik Feature ranking methods used for selection of prototypes. LNCS 7553 2012

M. Kordos, M. Blachnik Instance Selection with Neural Networks for Regression Problems. LNCS 7553 pp. 263–270. 2012

M. Blachnik, M. Kordos Computational Complexity Reduction and Interpretability Improvement of Distance-based Decision Trees.. LNCS 7208 pp. 288-297. 2012

M. Blachnik, M. Kordos, T. Wieczorek, S. Golak Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace. LNCS 2012

2011 (3)

M. Blachnik, W. Duch LVQ algorithm with instance weighting for generation of prototype-based rules.. Neural Networks Elsevir. 2011

M. Blachnik, M. Kordos Simplnifying SVM with Weighted LVQ Algorithm. LNCS 6936 pp. 212-219. 2011

M. Blachnik, M. Kordos Instance Selection and Prototype Based Rules. A new extension to RapidMiner. In Proceedings of RCoMM. 2011

2010 (2)

M. Kordos, D. Strzempa, M. Blachnik Do We Need Whatever More than k-NN?. LNCS 6113 pp. 414-421. 2010

M. Blachnik, W. Duch Improving Accuracy of LVQ Algorithm by Instance Weighting. LNCS 6354 pp. 257-266. 2010

2009 (1)

M. Blachnik Comparison of Various Feature Selection Methods in Application to Prototype Best Rules. Advances in Intelligent and Soft Computing 57 pp. 257-264. Springer Verlag. 2009

2008 (3)

M. Blachnik, J. Laksonen Image Classification by Histogram Features Created With Learning Vector Quantization. LNCS 5163 2008

M. Blachnik, W. Duch Rule Extraction from Support Vector Machines. Springer. 2008

M. Blachnik, W. Duch Building Localized Basis Function Networks Using Context Dependent Clustering. LNCS 5163 2008

2006 (3)

M. Blachnik, W. Duch Prototype-based threshold rules. LNCS 4234 Physica Verlag, Springer. 2006

M. Blachnik, W. Duch, T. Wieczorek . LNCS 4029 pp. 573–582. Physica Verlag, Springer. 2006

T. Wieczorek, M. Blachnik, W. Duch Heterogeneous distance functions for prototype rules: influence of parameters on probability estimation. International Journal of Artificial Intelligence Studies 1 pp. xxx–yyy. 2006

2005 (4)

T. Wieczorek, M. Blachnik, W. Duch Influence of probability estimation parameters on stability of accuracy in prototype rules using heterogeneous distance functions. Artificial Intelligence Studies 2 pp. 71-78. 2005

M. Blachnik, W. Duch, T. Wieczorek Probabilistic distance measures for prototype based rules. In Proc. of ICONIP. pp. 445-450. Taiwan. 2005

M. Blachnik, W. Duch, T. Wieczorek Threshold rules decision list. In Methods of artificial intelligence. pp. 23–24. AI-METH Series. Gliwice. 2005

T. Wieczorek, M. Blachnik, W. Duch Influence of probability estimation parameters on stability of accuracy in prototype rules using heterogeneous distance functions. In Proceedings of Artificial Intelligence Studies. pp. Vol.2. Siedlce. 2005

2004 (1)

W. Duch, M. Blachnik Fuzzy rule-based systems derived from similarity to prototypes. In LNCS. pp. 912–917. Physica Verlag, Springer. New York. 2004

publications.txt · Last modified: 2014/05/19 17:57 (external edit)