Polish (Poland)English (United Kingdom)

Robert Nowicki

Degree/Title: dr hab. inż.
Position: Prof. PCz
Phone or fax: 34 3250 557
Location: 518
Description:

Konsultacje
Wtorek: 915-1000 (518 IISI)
           1215-1500 (518 IISI)
Dyżury
Poniedziałek: 1115-1300 (2 WIMiI)

Publications

  • W. Mleczko, R. Nowicki and R. Angryk. "", Rough Restricted Boltzmann Machine -- New Architecture for Incomplete Input Data, Rutkowski et al eds, Springer International Publishing, Cham 2016, pp. 114-125. [More] 
  • W. Mleczko, R. Nowicki and R. Angryk. "Rough Restricted Boltzmann Machine--New Architecture for Incomplete Input Data". International Conference on Artificial Intelligence and Soft Computing. 2016. pp. 114-125. [More] 
  • R. Grycuk, M. Gabryel, R. Nowicki and R. Scherer. "Content-Based Image Retrieval Optimization by Differential Evolution". Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC). 2016. pp. 86-93. [More] 
  • T. Olas, W. Mleczko, R. Nowicki and R. Wyrzykowski. "Adaptation of Deep Belief Networks to Modern Multicore Architectures". International Conference on Parallel Processing and Applied Mathematics. 2015. pp. 459-472. [More] 
  • T. Olas, W. Mleczko, R. Nowicki, R. Wyrzykowski and A. Krzyzak, "Adaptation of RBM Learning for Intel MIC Architecture", Artificial Intelligence and Soft Computing, Rutkowski et al eds, Springer International Publishing, 2015, pp. 90-101. [More] 
  • W. Mleczko, T. Kapuściński and R. Nowicki. "Rough Deep Belief Network - Application to Incomplete Handwritten Digits Pattern Classification". Information and Software Technologies - 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings. 2015. pp. 400-411. [More] 
  • R. Nowicki, B. A. Nowak and M. Woźniak. "", Rough k nearest neighbours for classification in the case of missing input data, 2014, pp. 196–207. [More] 
  • R. Nowicki, B. A. Nowak, J. Starczewski and K. Cpałka. "", The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features., 2014, pp. 3759–3766. [More] 
  • J. Starczewski, R. Nowicki and B. A. Nowak. "", Genetic fuzzy classifier with fuzzy rough sets for imprecise data, 2014, pp. 1382–1389. [More] 
  • B. A. Nowak, R. Nowicki, J. Starczewski and A. Marvuglia. "", The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets, L. Rutkowski, M. Korytkowski, R. Scherer, R. Tadeusiewicz, L. A. Zadeh and J. M. Zurada eds, Springer International Publishing, 2014, pp. 256–266. [More] 
  • B. A. Nowak, R. Nowicki and W. Mleczko. "A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples". Artificial Intelligence and Soft Computing. Rutkowski et al eds. 2013. pp. 448-458. [More] 
  • K. Cpałka, O. Rebrova, R. Nowicki and L. Rutkowski. "On design of flexible neuro-fuzzy systems for nonlinear modelling", International Journal of General Systems, Vol. 42. 2013, pp. 706-720. [More] 
  • B. A. Nowak and R. Nowicki. "Learning in rough-neuro-fuzzy system for data with missing values", Lecture Notes in Computer Science, Vol. 7203. 2012, pp. 501-510. [More] 
  • R. Nowicki, J. Starczewski and M. Orzyłowski. "On non-singleton fuzzification in some neuro-fuzzy architectures", Some Aspects of Computer Science, D. Rutkowska, J. Kacprzyk, A. Cader and K. Przybyszewski eds, EXIT Academic Publishing House, Warsaw 2011, pp. 133-146. [More] 
  • K. Cpałka, O. Rebrova, R. Nowicki and L. Rutkowski. "On designing of flexible neuro-fuzzy systems for nonlinear modeling", Lecture Notes in Artificial Intelligence, Vol. 6743. 2011, pp. 147-154. [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, 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, R. Nowicki and R. Scherer. "Neuro-fuzzy Rough Classifier Ensemble", Lecture Notes in Computer Science, Vol. 5768. 2009, pp. 817-823. [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] 
  • 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] 
  • 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. 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] 
  • M. Korytkowski, M. Gabryel, R. Nowicki and R. Scherer. "Genetic Algorithm for Database Indexing", Lecture Notes in Artificial Intelligence, Vol. 3070. 2004, pp. 1142-1147. [More] 
  • R. Nowicki, R. Scherer and L. Rutkowski. "A Hierarchical Neuro-Fuzzy System Based on S-Implications". 2003 International Joint Conference on Neural Networks, June 17-27, 2003, Portland, Oregon, USA. 2003. pp. 321-325. [More] 
  • R. Nowicki, R. Scherer and L. Rutkowski. "A Neuro-Fuzzy System Based On The Hierarchical Prioritized Structure". 10th Zittau Fuzzy Colloquium, 2002, Zittau, Germany. 2002. pp. 192-198. [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] 
  • R. Nowicki and R. Scherer. "Hierarchical Fuzzy System With A New Approach To Transferring The Intermediate Variables". Proceedings of The 10th International Conference on Systems Modelling Control SMC 2001. 2001. pp. 103-108. [More] 
  • J. Bilski, R. Nowicki, R. Scherer and S. Litwiński. "Application of Signal Processor TMS320C30 to Neural Networks Realisation". Proceedings of the Fifth Conference Neural Networks and Soft Computing - Częstochowa 1996. 1996. pp. 53-59. [More] 
 

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