Polish (Poland)English (United Kingdom)

Robert Nowicki

Stopień/Tytuł: dr hab. inż.
Stanowisko: Prodziekan ds. Nauki, prof. nadzw. PCz
Nr telefonu/faksu: 34 3250 557
Pokój: 518
Opis:

Konsultacje
Wtorek: 1415-1600 (518 IISI)
Dyżury
Wtorek: 1215-1400 (2 WIMiI)

Publikacje

  • W. Mleczko, R. Nowicki i R. Angryk. "", Rough Restricted Boltzmann Machine -- New Architecture for Incomplete Input Data, Rutkowski et al (Eds.), Springer International Publishing, Cham 2016, pp. 114-125. Więcej 
  • W. Mleczko, R. Nowicki i R. Angryk. "Rough Restricted Boltzmann Machine--New Architecture for Incomplete Input Data". International Conference on Artificial Intelligence and Soft Computing. 2016. pp. 114-125. Więcej 
  • R. Grycuk, M. Gabryel, R. Nowicki i R. Scherer. "Content-Based Image Retrieval Optimization by Differential Evolution". Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC). 2016. pp. 86-93. Więcej 
  • T. Olas, W. Mleczko, R. Nowicki i R. Wyrzykowski. "Adaptation of Deep Belief Networks to Modern Multicore Architectures". International Conference on Parallel Processing and Applied Mathematics. 2015. pp. 459-472. Więcej 
  • T. Olas, W. Mleczko, R. Nowicki, R. Wyrzykowski i 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. Więcej 
  • W. Mleczko, T. Kapuściński i 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. Więcej 
  • R. Nowicki, B. A. Nowak i M. Woźniak. "", Rough k nearest neighbours for classification in the case of missing input data, 2014, pp. 196–207. Więcej 
  • R. Nowicki, B. A. Nowak, J. Starczewski i K. Cpałka. "", The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features., 2014, pp. 3759–3766. Więcej 
  • J. Starczewski, R. Nowicki i B. A. Nowak. "", Genetic fuzzy classifier with fuzzy rough sets for imprecise data, 2014, pp. 1382–1389. Więcej 
  • B. A. Nowak, R. Nowicki, J. Starczewski i 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 i J. M. Zurada (Eds.), Springer International Publishing, 2014, pp. 256–266. Więcej 
  • B. A. Nowak, R. Nowicki i 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. Więcej 
  • K. Cpałka, O. Rebrova, R. Nowicki i L. Rutkowski. "On design of flexible neuro-fuzzy systems for nonlinear modelling", International Journal of General Systems, vol. 42. 2013, pp. 706-720. Więcej 
  • B. A. Nowak i R. Nowicki. "Learning in rough-neuro-fuzzy system for data with missing values", Lecture Notes in Computer Science, vol. 7203. 2012, pp. 501-510. Więcej 
  • R. Nowicki, J. Starczewski i M. Orzyłowski. "On non-singleton fuzzification in some neuro-fuzzy architectures", Some Aspects of Computer Science, D. Rutkowska, J. Kacprzyk, A. Cader i K. Przybyszewski (Eds.), EXIT Academic Publishing House, Warsaw 2011, pp. 133-146. Więcej 
  • K. Cpałka, O. Rebrova, R. Nowicki i L. Rutkowski. "On designing of flexible neuro-fuzzy systems for nonlinear modeling", Lecture Notes in Artificial Intelligence, vol. 6743. 2011, pp. 147-154. Więcej 
  • M. Korytkowski, R. Nowicki, L. Rutkowski i R. Scherer, "AdaBoost Ensemble of DCOG Rough–Neuro–Fuzzy Systems", Computational Collective Intelligence. Technologies and Applications, Jedrzejowicz, Piotr, Nguyen, Ngoc, Hoang i Kiem (Eds.), Springer Berlin / Heidelberg, 2011, pp. 62-71. Więcej 
  • M. Korytkowski, R. Nowicki, L. Rutkowski i R. Scherer. "AdaBoost Ensemble of DCOG Rough–Neuro–Fuzzy Systems", Lectures Notes in Computer Systems, vol. 6922. 2011, pp. 62-71. Więcej 
  • M. Korytkowski, R. Nowicki, R. Scherer i L. Rutkowski. "MICOG Defuzzification Rough--Neuro--Fuzzy System Ensemble". 2010 IEEE International Conference on Fuzzy Systems. 2010. Więcej 
  • M. Korytkowski, R. Nowicki i R. Scherer. "Neuro-fuzzy Rough Classifier Ensemble", Lecture Notes in Computer Science, vol. 5768. 2009, pp. 817-823. Więcej 
  • M. Korytkowski, R. Nowicki, R. Scherer i 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. Więcej 
  • R. Scherer, M. Korytkowski, R. Nowicki i L. Rutkowski. "Modular Rough Neuro-fuzzy Systems for Classification", Lecture Notes in Computer Science, vol. 4967. 2008, pp. 540-548. Więcej 
  • J. Starczewski, R. Scherer, M. Korytkowski i R. Nowicki. "Modular Type-2 Neuro-fuzzy Systems", Lecture Notes in Computer Science, vol. 4967. 2008, pp. 570-578. Więcej 
  • M. Korytkowski, R. Nowicki, R. Scherer i 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. Więcej 
  • M. Korytkowski, R. Nowicki, L. Rutkowski i R. Scherer. "Combining Logical-Type Neuro Fuzzy Systems", Lecture Notes in Artificial Intelligence, vol. 4029. 2006, pp. 240-249. Więcej 
  • A. Pokropinska, R. Nowicki i R. Scherer. "Isolines of Stastistical Information Criteria for Relational Neuro-fuzzy System Design,", Lecture Notes in Artificial Intelligence, vol. 4029. 2006, pp. 288-296. Więcej 
  • M. Korytkowski, M. Gabryel, R. Nowicki i R. Scherer. "Genetic Algorithm for Database Indexing", Lecture Notes in Artificial Intelligence, vol. 3070. 2004, pp. 1142-1147. Więcej 
  • R. Nowicki, R. Scherer i 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. Więcej 
  • R. Nowicki, R. Scherer i L. Rutkowski. "A Neuro-Fuzzy System Based On The Hierarchical Prioritized Structure". 10th Zittau Fuzzy Colloquium, 2002, Zittau, Germany. 2002. pp. 192-198. Więcej 
  • R. Nowicki i R. Scherer. "A Hierarchical Fuzzy System With Fuzzy Intermediate Variables". Proceedings of The 9th Zittau Fuzzy Colloquium 2001, Germany. 2001. pp. 88-93. Więcej 
  • R. Nowicki i 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. Więcej 
  • J. Bilski, R. Nowicki, R. Scherer i 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. Więcej 
 

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