Random Subspace Method for high-dimensional regression with the R package regRSM P Teisseyre, RA Kłopotek, J Mielniczuk
Computational Statistics 31, 943-972, 2016
8 2016 A feasible k-means kernel trick under non-Euclidean feature space R Kłopotek, M Kłopotek, S Wierzchoń
International Journal of Applied Mathematics and Computer Science 30 (4), 2020
7 2020 Solving systems of polynomial equations on a GPU RA Kłopotek, J Porter-Sobieraj
2012 Federated Conference on Computer Science and Information Systems …, 2012
6 2012 On the Discrepancy between Kleinberg’s Clustering Axioms and k -Means Clustering Algorithm Behavior MA Kłopotek, RA Kłopotek
Machine Learning 112 (7), 2501-2553, 2023
4 2023 In-the-limit clustering axioms MA Kłopotek, RA Kłopotek
International Conference on Artificial Intelligence and Soft Computing, 199-209, 2020
4 2020 Clustering algorithm consistency in fixed dimensional spaces MA Kłopotek, RA Kłopotek
Foundations of Intelligent Systems: 25th International Symposium, ISMIS 2020 …, 2020
4 2020 Towards continuous consistency axiom MA Kłopotek, RA Kłopotek
Applied Intelligence 53 (5), 5635-5663, 2023
3 2023 Issues in clustering algorithm consistency in fixed dimensional spaces. Some solutions for k -means MA Kłopotek, RA Kłopotek
Journal of Intelligent Information Systems 57, 509-530, 2021
3 2021 k -means Cluster Shape ImplicationsMA Kłopotek, ST Wierzchoń, RA Kłopotek
Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 …, 2020
3 2020 On Probabilistic k -Richness of the k -Means Algorithms RA Kłopotek, MA Kłopotek
Machine Learning, Optimization, and Data Science: 5th International …, 2019
3 2019 On the Discrepancy Between Kleinberg's Clustering Axioms and R Kłopotek, M Kłopotek
arXiv preprint arXiv:1702.04577, 2017
3 2017 Network capacity bound for personalized bipartite PageRank MA Kłopotek, ST Wierzchoń, RA Kłopotek, EA Kłopotek
Challenges in Computational Statistics and Data Mining, 189-204, 2016
3 2016 Solving Inconsistencies of the Perfect Clustering Concept RA Kłopotek, MA Kłopotek
Proceedings of the 2nd Conference "Polskie Porozumienie na Rzecz Rozowju …, 2019
2 2019 Traditional PageRank versus network capacity bound RA Kłopotek, MA Kłopotek
Advanced Data Mining and Applications: 15th International Conference, ADMA …, 2019
2 2019 Study on the estimation of the bipartite graph generator parameters RA Kłopotek
Language Processing and Intelligent Information Systems: 20th International …, 2013
2 2013 Richness Fallacy MA Kłopotek, RA Kłopotek
International Symposium on Methodologies for Intelligent Systems, 262-271, 2022
1 2022 Modeling Bimodal Social Networks Subject to the Recommendation with the Cold Start User-Item Model RA Kłopotek
Computers 9 (1), 11, 2020
1 2020 How to overcome richness axiom fallacy MA Kłopotek, RA Kłopotek
arXiv preprint arXiv:2210.15507, 2022
2022 Network Capacity Bound for Personalized PageRank in Multimodal Networks MA Kłopotek, ST Wierzchoń, RA Kłopotek
Fundamenta Informaticae 189 (1), 49-68, 2022
2022 Weighted Laplacians of Grids and Their Application for Inspection of Spectral Graph Clustering Methods M Kłopotek, S Wierzchoń, R Kłopotek
TASK Quarterly: scientific bulletin of Academic Computer Centre in Gdansk 25, 2021
2021 
Slawomir WierzchonPolish Academy of SciencesZweryfikowany adres z ipipan.waw.pl
