Robert A. Klopotek

Orcid: 0000-0001-9783-4914

According to our database1, Robert A. Klopotek authored at least 19 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
On the Discrepancy between Kleinberg's Clustering Axioms and k-Means Clustering Algorithm Behavior.
Mach. Learn., July, 2023

Towards continuous consistency axiom.
Appl. Intell., March, 2023

2022
Network Capacity Bound for Personalized PageRank in Multimodal Networks.
Fundam. Informaticae, 2022

How To Overcome Richness Axiom Fallacy.
CoRR, 2022

Richness Fallacy.
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

2021
Issues in clustering algorithm consistency in fixed dimensional spaces. Some solutions for k-means.
J. Intell. Inf. Syst., 2021

2020
Modeling Bimodal Social Networks Subject to the Recommendation with the Cold Start User-Item Model.
Comput., 2020

A feasible k-means kernel trick under non-Euclidean feature space.
Int. J. Appl. Math. Comput. Sci., 2020

Clustering Algorithm Consistency in Fixed Dimensional Spaces.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

k-means Cluster Shape Implications.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

In-The-Limit Clustering Axioms.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019
On Probabilistic k-Richness of the k-Means Algorithms.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Modeling Bimodal Social Networks Subject to Recommendation.
Proceedings of the Information and Software Technologies - 25th International Conference, 2019

Traditional PageRank Versus Network Capacity Bound.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2017
Traditional PageRank versus Network Capacity Bound.
CoRR, 2017

2016
Network Capacity Bound for Personalized Bipartite PageRank.
Proceedings of the Challenges in Computational Statistics and Data Mining, 2016

Random Subspace Method for high-dimensional regression with the R package regRSM.
Comput. Stat., 2016

2013
Study on the Estimation of the Bipartite Graph Generator Parameters.
Proceedings of the Language Processing and Intelligent Information Systems, 2013

2012
Solving Systems of Polynomial Equations on a GPU.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012


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