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 Implications MA 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 -Means Clustering Algorithm Behavior 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 |