Polish (Poland)English (United Kingdom)

Maciej Jaworski

Degree/Title: dr hab. inż.
Position: Adiunkt naukowy
Location: 516

Publications

  • P. Duda, M. Jaworski, L. Pietruczuk, M. Korytkowski, M. Gabryel and R. Scherer. "On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description", Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions: Selected Papers from KICSS'2013 - 8th International Conference on Knowledge, Information, and Creativity Support Systems, November 7-9, 2013, Kraków, Poland, Skulimowski, M. J. Andrzej, Kacprzyk and Janusz eds, Springer International Publishing, Cham 2016, pp. 529-540. [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] 
  • L. Pietruczuk, P. Duda and M. Jaworski, "Adaptation of Decision Trees for Handling Concept Drift", Artificial Intelligence and Soft Computing, Rutkowski et al eds, Springer Berlin Heidelberg, 2013, pp. 459-473. [More] 
  • M. Jaworski and M. Gabryel, "On Learning in a Time-Varying Environment by Using a Probabilistic Neural Network and the Recursive Least Squares Method", Artificial Intelligence and Soft Computing, Rutkowski et al eds, Springer Berlin Heidelberg, 2012, pp. 99-110. [More] 
  • M. Jaworski, L. Pietruczuk and P. Duda, "On Resources Optimization in Fuzzy Clustering of Data Streams", Artificial Intelligence and Soft Computing, Rutkowski et al eds, Springer Berlin Heidelberg, 2012, pp. 92-99. [More] 
  • M. Jaworski, P. Duda and L. Pietruczuk, "On Fuzzy Clustering of Data Streams with Concept Drift", Artificial Intelligence and Soft Computing, Rutkowski et al eds, Springer Berlin Heidelberg, 2012, pp. 82-91. [More] 
  • M. Jaworski, M. Er and L. Pietruczuk, "On the Application of the Parzen-Type Kernel Regression Neural Network and Order Statistics for Learning in a Non-stationary Environment", Artificial Intelligence and Soft Computing, Rutkowski et al eds, Springer Berlin Heidelberg, 2012, pp. 90-98. [More] 
  • P. Duda, M. Jaworski and L. Pietruczuk, "On Pre-processing Algorithms for Data Stream", Artificial Intelligence and Soft Computing, Rutkowski et al eds, Springer Berlin Heidelberg, 2012, pp. 56-63. [More] 
  • L. Pietruczuk, P. Duda and M. Jaworski, "A New Fuzzy Classifier for Data Streams", Artificial Intelligence and Soft Computing, Rutkowski et al eds, Springer Berlin Heidelberg, 2012, pp. 318-324. [More] 
  • M. Jaworski and Y. Hayashi, "On the Application of the Parzen-Type Kernel Probabilistic Neural Network and Recursive Least Squares Method for Learning in a Time-Varying Environment", Parallel Processing and Applied Mathematics, Wyrzykowski et al eds, Springer Berlin Heidelberg, 2012, pp. 490-500. [More] 
  • M. Jaworski and M. Er, "Learning in a Non-stationary Environment Using the Recursive Least Squares Method and Orthogonal-Series Type Regression Neural Network", Parallel Processing and Applied Mathematics, Wyrzykowski et al eds, Springer Berlin Heidelberg, 2012, pp. 480-489. [More] 
  • J. Zurada and M. Jaworski, "Learning in a Time-Varying Environment by Making Use of the Stochastic Approximation and Orthogonal Series-Type Kernel Probabilistic Neural Network", Parallel Processing and Applied Mathematics, Wyrzykowski et al eds, Springer Berlin Heidelberg, 2012, pp. 539-548. [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] 
 

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