Polish (Poland)English (United Kingdom)

Leszek Rutkowski

Rutkowski, Leszek
Stopień/Tytuł: prof. dr hab. inż.
Stanowisko: Prof. zw.
Nr telefonu/faksu: 34 3250 546
Pokój: 513

Publikacje

  • R. K. Nowicki, R. Scherer i 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. Więcej 
  • M. Korytkowski, L. Rutkowski i R. Scherer. "Fast image classification by boosting fuzzy classifiers", Information Sciences, vol. 327. 2016, pp. 175 - 182. Więcej 
  • L. Rutkowski, M. Jaworski, L. Pietruczuk i 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. Więcej 
  • L. Rutkowski, M. Jaworski, L. Pietruczuk i P. Duda. "The CART decision tree for mining data streams", Information Sciences, vol. 266. 2014, pp. 1 - 15. Więcej 
  • L. Rutkowski, L. Pietruczuk, P. Duda i 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. Więcej 
  • L. Rutkowski, M. Jaworski, P. Duda i 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. 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 
  • L. Rutkowski, A. Przybył i 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. Więcej 
  • M. Jaworski, L. Pietruczuk, P. Duda i L. Rutkowski. "On optimization of resources in stream data mining system". Selected Topics in Computer Science Applications. D. Rutkowska, A. Cader i K. Przybyszewski (Eds.). 2011. Więcej 
  • P. Duda, L. Pietruczuk, L. Rutkowski i M. Jaworski. "On selection of data pre-processing procedures in stream data mining systems". Selected Topics in Computer Science Applications. D. Rutkowska, A. Cader i K. Przybyszewski (Eds.). 2011. Więcej 
  • M. Jaworski, L. Pietruczuk, P. Duda i L. Rutkowski. "Fuzzy clustering for data streams". Selected Topics in Computer Science Applications. D. Rutkowska, A. Cader i K. Przybyszewski (Eds.). 2011. Więcej 
  • L. Pietruczuk, L. Rutkowski, P. Duda i M. Jaworski. "Ensemble based classification in data streams". Selected Topics in Computer Science Applications. D. Rutkowska, A. Cader i K. Przybyszewski (Eds.). 2011. Więcej 
  • K. Cpałka, M. Orzyłowski i L. Rutkowski. "Neuro-fuzzy structures and their applications", Some Aspects of Computer Science, Academic Publishing House EXIT, 2011, pp. 122-132. 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, L. Rutkowski i 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. Więcej 
  • L. Rutkowski, A. Przybył, K. Cpałka i 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. Więcej 
  • K. Cpałka, L. Rutkowski i E. M. Joo. "On Automatic Design of Neuro Fuzzy Systems", Lecture Notes in Artificial Intelligence, vol. 6113. 2010, pp. 42-48. 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, L. Rutkowski, R. Scherer i A. Szarek. "Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty", Lecture Notes in Artificial Intelligence, vol. 6113. 2010, pp. 621-626. Więcej 
  • K. Cpałka, O. Rebrova i 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. Więcej 
  • K. Cpałka i 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. Więcej 
  • K. Cpałka, O. Rebrova, T. Gałkowski i L. Rutkowski. "On Differential Stroke Diagnosis by Neuro Fuzzy Structures", Lecture Notes in Artificial Intelligence, vol. 5097. 2008, pp. 974-980. 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 
  • M. Korytkowski, L. Rutkowski i R. Scherer. "From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier", Lecture Notes in Artificial Intelligence, vol. 5097. 2008, pp. 265-272. 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 
  • M. Korytkowski, R. Scherer, L. Rutkowski i 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. Więcej 
  • K. Cpałka i L. Rutkowski. "A New Method for Complexity Reduction of Neuro Fuzzy Systems", WSEAS Transactions on Systems, vol. 5. 2006, pp. 2514-2521. Więcej 
  • M. Korytkowski, R. Scherer i 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. 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 
  • K. Cpałka i L. Rutkowski. "Flexible Takagi Sugeno Neuro Fuzzy Structures for Nonlinear Approximation", WSEAS Transactions on Systems, vol. 5. 2005, pp. 1450-1458. Więcej 
  • K. Cpałka i L. Rutkowski. "Flexible neuro fuzzy structures for pattern classification", WSEAS Transactions on Computers, vol. 4. 2005, pp. 679-688. Więcej 
  • L. Rutkowski i 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. Więcej 
  • L. Rutkowski i K. Cpałka. "A Flexible Approach To Fuzzy Modelling", Automatyka, vol. 8. 2004, pp. 247-252. Więcej 
  • K. Cpałka i L. Rutkowski. "Neuro fuzzy systems based on weighted triangular norms", WSEAS Transactions on Systems, vol. 3. 2004, pp. 2017-2020. Więcej 
  • K. Cpałka i L. Rutkowski. "Fuzzy Modelling with a Compromise Fuzzy Reasoning", Notes in Artificial Intelligence, vol. 3070. 2004, pp. 284 289. Więcej 
  • R. Scherer i L. Rutkowski. "Neuro-Fuzzy Relational Classifiers", Lecture Notes in Computer Science, vol. 3070. 2004, pp. 376-380. Więcej 
  • L. Rutkowski i K. Cpałka. "Flexible neuro fuzzy systems", IEEE Transactions on Neural Networks, vol. 14. 2003, pp. 554 574. 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. Scherer i 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. Więcej 
  • L. Rutkowski i K. Cpałka. "A neuro fuzzy controller with a compromise fuzzy reasoning", Control and Cybernetics, vol. 31. 2002, pp. 297 308. Więcej 
  • R. Scherer i L. Rutkowski. "Neuro-Fuzzy Relational Systems". 2002 International Conference on Fuzzy Systems and Knowledge Discovery, November 18-22, 2002, Singapore. 2002. pp. 44-48. 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. Scherer i L. Rutkowski. "Relational Equations Initializing Neuro-Fuzzy System". 10th Zittau Fuzzy Colloquium, 2002, Zittau, Germany. 2002. pp. 212-217. Więcej 
  • R. Scherer i L. Rutkowski. "New Neuro-fuzzy Structures". XIV National Conference on Automatics, KKA’02, Zielona Gora, Poland, 2002. 2002. pp. 809-812. Więcej 
  • R. Scherer, A. Pokropinska i 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. Więcej 
  • R. Scherer i 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. Więcej 
  • R. Scherer, A. Pokropinska i 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. Więcej 
  • R. Scherer i L. Rutkowski. "A survey of hierarchical fuzzy systems". Proceedings of the Fifth Conference Neural Networks and Soft Computing - Częstochowa 2000. 2000. pp. 374-382. Więcej 
  • R. Scherer i 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. Więcej 
 

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