Polish (Poland)English (United Kingdom)

Leszek Rutkowski

Rutkowski, Leszek
Degree/Title: Professor
Position: Prof. zw.
Phone or fax: 34 3250 546
Location: 513

Publications

  • R. K. Nowicki, R. Scherer and L. Rutkowski. "Novel Rough Neural Network for Classification with Missing Data". Methods and Models in Automation and Robotics (MMAR), 2016 21th International Conference on. 2016. pp. 820-825. [More] 
  • M. Korytkowski, L. Rutkowski and R. Scherer. "Fast image classification by boosting fuzzy classifiers", Information Sciences, Vol. 327. 2016, pp. 175 - 182. [More] 
  • L. Rutkowski, M. Jaworski, L. Pietruczuk and P. Duda. "Decision Trees for Mining Data Streams Based on the Gaussian Approximation", Knowledge and Data Engineering, IEEE Transactions on, Vol. 26, Jan, 2014, pp. 108-119. [More] 
  • L. Rutkowski, M. Jaworski, L. Pietruczuk and P. Duda. "The CART decision tree for mining data streams", Information Sciences, Vol. 266. 2014, pp. 1 - 15. [More] 
  • L. Rutkowski, L. Pietruczuk, P. Duda and M. Jaworski. "Decision trees for mining data streams based on the McDiarmid's bound", IEEE Transactions on Knowledge and Data Engineering, Vol. 25, June, 2013, pp. 1272-1279. [More] 
  • L. Rutkowski, M. Jaworski, P. Duda and L. Pietruczuk. "On a Splitting Criterion for Decision Trees in Data Streams". Proceedings on the 9th International Conference MLDM'13, New York, NY, USA. 2013. pp. 7-11. [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] 
  • L. Rutkowski, A. Przybył and K. Cpałka. "Novel on-line speed profile generation for industrial machine tool based on flexible neuro-fuzzy approximation", IEEE Transactions on Industrial Electronics, Vol. 59. 2012, pp. 1238-1247. [More] 
  • M. Jaworski, L. Pietruczuk, P. Duda and L. Rutkowski. "On optimization of resources in stream data mining system". Selected Topics in Computer Science Applications. D. Rutkowska, A. Cader and K. Przybyszewski eds. 2011. [More] 
  • P. Duda, L. Pietruczuk, L. Rutkowski and M. Jaworski. "On selection of data pre-processing procedures in stream data mining systems". Selected Topics in Computer Science Applications. D. Rutkowska, A. Cader and K. Przybyszewski eds. 2011. [More] 
  • M. Jaworski, L. Pietruczuk, P. Duda and L. Rutkowski. "Fuzzy clustering for data streams". Selected Topics in Computer Science Applications. D. Rutkowska, A. Cader and K. Przybyszewski eds. 2011. [More] 
  • L. Pietruczuk, L. Rutkowski, P. Duda and M. Jaworski. "Ensemble based classification in data streams". Selected Topics in Computer Science Applications. D. Rutkowska, A. Cader and K. Przybyszewski eds. 2011. [More] 
  • K. Cpałka, M. Orzyłowski and L. Rutkowski. "Neuro-fuzzy structures and their applications", Some Aspects of Computer Science, Academic Publishing House EXIT, 2011, pp. 122-132. [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, 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] 
  • L. Rutkowski, A. Przybył, K. Cpałka and E. M. Joo. "Online Speed Profile Generation for Industrial Machine Tool Based on Neuro Fuzzy Approach", Lecture Notes in Artificial Intelligence, Vol. 6113. 2010, pp. 645-650. [More] 
  • K. Cpałka, L. Rutkowski and E. M. Joo. "On Automatic Design of Neuro Fuzzy Systems", Lecture Notes in Artificial Intelligence, Vol. 6113. 2010, pp. 42-48. [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, L. Rutkowski, R. Scherer and A. Szarek. "Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty", Lecture Notes in Artificial Intelligence, Vol. 6113. 2010, pp. 621-626. [More] 
  • K. Cpałka, O. Rebrova and L. Rutkowski. "A new method for complexity reduction of neuro fuzzy systems with application to differential stroke diagnosis", Lecture Notes in Computer Science, Vol. 5769. 2009, pp. 435-444. [More] 
  • K. Cpałka and L. Rutkowski. "An Application of Weighted Triangular Norms to Complexity Reduction of Neuro Fuzzy Systems", Lecture Notes in Artificial Intelligence, Vol. 5097. 2008, pp. 207-216. [More] 
  • K. Cpałka, O. Rebrova, T. Gałkowski and L. Rutkowski. "On Differential Stroke Diagnosis by Neuro Fuzzy Structures", Lecture Notes in Artificial Intelligence, Vol. 5097. 2008, pp. 974-980. [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, 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] 
  • 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] 
  • K. Cpałka and L. Rutkowski. "A New Method for Complexity Reduction of Neuro Fuzzy Systems", WSEAS Transactions on Systems, Vol. 5. 2006, pp. 2514-2521. [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] 
  • K. Cpałka and L. Rutkowski. "Flexible Takagi Sugeno Neuro Fuzzy Structures for Nonlinear Approximation", WSEAS Transactions on Systems, Vol. 5. 2005, pp. 1450-1458. [More] 
  • K. Cpałka and L. Rutkowski. "Flexible neuro fuzzy structures for pattern classification", WSEAS Transactions on Computers, Vol. 4. 2005, pp. 679-688. [More] 
  • L. Rutkowski and K. Cpałka. "Designing and learning of adjustable quasi triangular norms with applications to neuro fuzzy systems", IEEE Transactions on Fuzzy Systems, Vol. 13. 2005, pp. 140-151. [More] 
  • L. Rutkowski and K. Cpałka. "A Flexible Approach To Fuzzy Modelling", Automatyka, Vol. 8. 2004, pp. 247-252. [More] 
  • K. Cpałka and L. Rutkowski. "Neuro fuzzy systems based on weighted triangular norms", WSEAS Transactions on Systems, Vol. 3. 2004, pp. 2017-2020. [More] 
  • K. Cpałka and L. Rutkowski. "Fuzzy Modelling with a Compromise Fuzzy Reasoning", Notes in Artificial Intelligence, Vol. 3070. 2004, pp. 284 289. [More] 
  • R. Scherer and L. Rutkowski. "Neuro-Fuzzy Relational Classifiers", Lecture Notes in Computer Science, Vol. 3070. 2004, pp. 376-380. [More] 
  • L. Rutkowski and K. Cpałka. "Flexible neuro fuzzy systems", IEEE Transactions on Neural Networks, Vol. 14. 2003, pp. 554 574. [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. Scherer and L. Rutkowski. "A Fuzzy Relational System with Linguistic Antecedent Certainty Factors". Advances in Soft Computing, Proceedings of the Sixth International Conference on Neural Network and Soft Computing, Zakopane, Poland, June 11-15, 2002, Rutkowski, Kacprzyk, Eds., Springer Physica-Verlag. 2003. pp. 563-569. [More] 
  • L. Rutkowski and K. Cpałka. "A neuro fuzzy controller with a compromise fuzzy reasoning", Control and Cybernetics, Vol. 31. 2002, pp. 297 308. [More] 
  • R. Scherer and L. Rutkowski. "Neuro-Fuzzy Relational Systems". 2002 International Conference on Fuzzy Systems and Knowledge Discovery, November 18-22, 2002, Singapore. 2002. pp. 44-48. [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. Scherer and L. Rutkowski. "Relational Equations Initializing Neuro-Fuzzy System". 10th Zittau Fuzzy Colloquium, 2002, Zittau, Germany. 2002. pp. 212-217. [More] 
  • R. Scherer and L. Rutkowski. "New Neuro-fuzzy Structures". XIV National Conference on Automatics, KKA’02, Zielona Gora, Poland, 2002. 2002. pp. 809-812. [More] 
  • R. Scherer, A. Pokropinska and L. Rutkowski. "A Multi-Agent Approach to Medical Data Classification". Proceedings of the Fourth International Conference on Parallel Processing and Applied Mathematics, Naleczow 2001, Workshop, Czestochowa 2001. 2001. pp. 136-143. [More] 
  • R. Scherer, A. Pokropinska and L. Rutkowski. "A Multi-Agent Fusion Classification System". Proceedings of the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems, CEEMAS’01. 2001. pp. 385-394. [More] 
  • R. Scherer and L. Rutkowski. "A Neuro-Fuzzy Relational System". Proceedings of the Fourth International Conference on Parallel Processing and Applied Mathematics, Naleczow 2001, Workshop, Czestochowa 2001. 2001. pp. 131-135. [More] 
  • R. Scherer and L. Rutkowski. "A survey of hierarchical fuzzy systems". Proceedings of the Fifth Conference Neural Networks and Soft Computing - Częstochowa 2000. 2000. pp. 374-382. [More] 
  • R. Scherer and L. Rutkowski. "Survey of Selected Fuzzy Rule Pruning Methods". Proceedings of the Fifth Conference Neural Networks and Soft Computing - Częstochowa 1999. 1999. pp. 308-313. [More] 
 

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