Polish (Poland)English (United Kingdom)

Rafał Scherer

Degree/Title: dr hab. inż.
Position: Zastępca kierownika Instytutu Inteligentnych Systemów Informatycznych, prof. nadzw. PCz
Phone or fax: 34 3250557
Location: 518
Description:

Konsultacje: Pon. 10-12, wtorek 10-12

Publications

  • M. Korytkowski, L. Rutkowski and R. Scherer. "Fast image classification by boosting fuzzy classifiers", Information Sciences, Vol. 327. 2016, pp. 175 - 182. [More] 
  • M. Korytkowski, R. Nowicki, L. Rutkowski and R. Scherer, "AdaBoost Ensemble of DCOG Rough–Neuro–Fuzzy Systems", Computational Collective Intelligence. Technologies and Applications, Jedrzejowicz, Piotr, Nguyen, Ngoc, Hoang and Kiem eds, Springer Berlin / Heidelberg, 2011, pp. 62-71. [More] 
  • M. Korytkowski, R. Nowicki, L. Rutkowski and R. Scherer. "AdaBoost Ensemble of DCOG Rough–Neuro–Fuzzy Systems", Lectures Notes in Computer Systems, Vol. 6922. 2011, pp. 62-71. [More] 
  • M. Korytkowski, L. Rutkowski and R. Scherer. "Rule Base Normalization in Takagi-Sugeno Ensemble". IEEE Symposium Series on Computational Intelligence - SSCI 2011, April 11-15, 2011 - Paris, France, 2011 IEEE Workshop on Hybrid Intelligent Models and Applications. 2011. pp. 1-5. [More] 
  • R. Scherer. "An Ensemble of Logical-type Neuro-fuzzy Systems", Expert Systems With Applications. 2011. [More] 
  • M. Gabryel, M. Korytkowski, R. Scherer, A. Pokropinska and S. Drozda. "Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms", Lecture Notes in Artificial Intelligence, Vol. 6113. 2010, pp. 74-79. [More] 
  • M. Korytkowski, R. Nowicki, R. Scherer and L. Rutkowski. "MICOG Defuzzification Rough--Neuro--Fuzzy System Ensemble". 2010 IEEE International Conference on Fuzzy Systems. 2010. [More] 
  • M. Korytkowski and R. Scherer. "Modular Neuro-Fuzzy Systems Based on Generalized Parametric Triangular Norms", Lecture Notes in Computer Science, Vol. 6067. 2010, pp. 332-339. [More] 
  • R. Scherer and J. T. Starczewski. "Relational Type-2 Interval Fuzzy Systems", Lecture Notes in Computer Science, Vol. 6067. 2010, pp. 360–368. [More] 
  • R. Scherer. "Designing Boosting Ensemble of Relational Fuzzy Systems", International Journal of Neural Systems, Vol. 20. 2010, pp. 381–388. [More] 
  • M. Korytkowski, R. Nowicki and R. Scherer. "Neuro-fuzzy Rough Classifier Ensemble", Lecture Notes in Computer Science, Vol. 5768. 2009, pp. 817-823. [More] 
  • R. Scherer. "Neuro-Fuzzy Relational Systems for Nonlinear Approximation and Prediction", Nonlinear Analysis, Vol. 71. 2009, pp. e1420-e1425. [More] 
  • M. Korytkowski, R. Nowicki, R. Scherer and L. Rutkowski. "Ensemble of Rough-Neuro-Fuzzy Systems for Classification with Missing Features". 2008 IEEE International Conference on Fuzzy Systems (FUZZ 2008). 2008. pp. 1745-1750. [More] 
  • M. Korytkowski, L. Rutkowski and R. Scherer. "From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier", Lecture Notes in Artificial Intelligence, Vol. 5097. 2008, pp. 265-272. [More] 
  • R. Scherer. "Regression Modeling with Fuzzy Relations", Lecture Notes in Artificial Intelligence, Vol. 5097. 2008, pp. 317-323. [More] 
  • R. Scherer, M. Korytkowski, R. Nowicki and L. Rutkowski. "Modular Rough Neuro-fuzzy Systems for Classification", Lecture Notes in Computer Science, Vol. 4967. 2008, pp. 540-548. [More] 
  • R. Scherer and A. Pokropińska. "Financial Prediction with Neuro-fuzzy Systems", Lecture Notes in Artificial Intelligence, Vol. 5097. 2008, pp. 1120-1126. [More] 
  • J. Starczewski, R. Scherer, M. Korytkowski and R. Nowicki. "Modular Type-2 Neuro-fuzzy Systems", Lecture Notes in Computer Science, Vol. 4967. 2008, pp. 570-578. [More] 
  • M. Korytkowski, R. Scherer, L. Rutkowski and G. Drozda. "On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems". IEEE Symposium on Computational Intelligence and Data Mining, 2007. CIDM 2007. Honolulu, Hawaii, April 1-5, 2007. 2007. pp. 234-237. [More] 
  • M. Korytkowski, R. Scherer and L. Rutkowski. "On Combining Backpropagation with Boosting". 2006 International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada. 2006. pp. 1274-1277. [More] 
  • M. Korytkowski, R. Nowicki, R. Scherer and L. Rutkowski. "Merging Ensemble of Neuro-fuzzy Systems, 2006 International Joint Conference on Neural Networks". 2006 IEEE International Conference on Fuzzy Systems, IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada. 2006. pp. 1954-1957. [More] 
  • M. Korytkowski, R. Nowicki, L. Rutkowski and R. Scherer. "Combining Logical-Type Neuro Fuzzy Systems", Lecture Notes in Artificial Intelligence, Vol. 4029. 2006, pp. 240-249. [More] 
  • A. Pokropinska, R. Nowicki and R. Scherer. "Isolines of Stastistical Information Criteria for Relational Neuro-fuzzy System Design,", Lecture Notes in Artificial Intelligence, Vol. 4029. 2006, pp. 288-296. [More] 
  • R. Scherer. "Boosting Ensemble of Relational Neuro-fuzzy Systems", Lecture Notes in Artificial Intelligence, Vol. 4029. 2006, pp. 306-313. [More] 
  • R. Nowicki and R. Scherer. "A Hierarchical Fuzzy System With Fuzzy Intermediate Variables". Proceedings of The 9th Zittau Fuzzy Colloquium 2001, Germany. 2001. pp. 88-93. [More] 
 

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