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Publikacje

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Rok: 2015

  • B. A. Nowak, R. K. Nowicki, M. Wo'zniak i C. Napoli. "", Multi-class Nearest Neighbour Classifier for Incomplete Data Handling, Rutkowski et al (Eds.), Springer International Publishing, Cham 2015, pp. 469-480. Więcej [Link]
  • T. Olas, W. Mleczko, R. K. Nowicki, R. Wyrzykowski i A. Krzyzak. "", Adaptation of RBM Learning for Intel MIC Architecture, Rutkowski et al (Eds.), Springer International Publishing, Cham 2015, pp. 90-101. Więcej [Link]
  • M. Wo'zniak, D. Polap, M. Gabryel, R. K. Nowicki, C. Napoli i E. Tramontana. "", Can We Process 2D Images Using Artificial Bee Colony?, Rutkowski et al (Eds.), Springer International Publishing, Cham 2015, pp. 660-671. Więcej [Link]

Rok: 2014

  • R. K. Nowicki, B. A. Nowak i M. WoŸniak. "Rough k nearest neighbours for classification in the case of missing input data". Proceedings of the 9th International Conference on Knowledge, Information and Creativity Support Systems. 2014. pp. 196-207. Więcej
  • M. WoŸniak, M. Gabryel, R. K. Nowicki i B. A. Nowak. "A novel approach to position traffic in NoSQL database systems by the use of firefly algorithm". Proceedings of the 9th International Conference on Knowledge, Information and Creativity Support Systems. 2014. pp. 208-218. Więcej
  • R. K. Nowicki, B. A. Nowak, J. T. Starczewski i K. Cpalka. "The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features". Neural Networks (IJCNN), 2014 International Joint Conference on. 2014. pp. 3759-3766. Więcej
  • J. T. Starczewski, R. K. Nowicki i B. A. Nowak. "Genetic fuzzy classifier with fuzzy rough sets for imprecise data". Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. 2014. pp. 1382-1389. 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. "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
  • 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 [Link]
  • 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 [Link]
  • J. Starczewski, R. Nowicki i B. A. Nowak. "", Genetic fuzzy classifier with fuzzy rough sets for imprecise data, 2014, pp. 1382–1389. Więcej [Link]
  • 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 [Link]
  • P. Dziwi'nski, L. Bartczuk, A. Przybyl i E. D. Avedyan. "A new algorithm for identification of significant operating points using swarm intelligence". International Conference on Artificial Intelligence and Soft Computing. 2014. pp. 349-362. Więcej
  • B. A. Nowak, R. K. Nowicki, J. T. Starczewski i A. Marvuglia. "", The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets, Rutkowski et al (Eds.), Springer International Publishing, Cham 2014, pp. 256-266. Więcej [Link]
  • M. Wo'zniak, W. M. Kempa, M. Gabryel, R. K. Nowicki i Z. Shao. "", On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue, Rutkowski et al (Eds.), Springer International Publishing, Cham 2014, pp. 480-491. Więcej [Link]
  • M. WoŸniak, W. Kempa, M. Gabryel i R. K. Nowicki. "A finite buffer queue with single vacation policy - analytical study with evolutionary positioning", International Journal of Applied Mathematics and Computer Science, vol. 24. 2014, pp. 887-900. Więcej
  • R. Grycuk, M. Gabryel, M. Korytkowski, J. Romanowski i R. Scherer. "Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm", Parallel Processing and Applied Mathematics: 10th International Conference, PPAM 2013, Warsaw, Poland, September 8-11, 2013, Revised Selected Papers, Part I, Wyrzykowski et al (Eds.), Springer Berlin Heidelberg, Berlin, Heidelberg 2014, pp. 433-443. Więcej [Link]
  • 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 [Link]

Rok: 2013

  • 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
  • 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 [Link]
  • J. Starczewski. Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty, JRESEARCH_VOL_LOWER. 284, Springer, 2013. Więcej
  • L. Bartczuk, A. Przybyl i P. Dziwi'nski. "Hybrid state variables-fuzzy logic modelling of nonlinear objects". International Conference on Artificial Intelligence and Soft Computing. 2013. pp. 227-234. 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 [Link]
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