Mieczyslaw A. Klopotek

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 78

Top Venues

Dresden University of Technology, Germany (PHD)

Education History

Dresden University of Technology, Germany

PHD

Publications

Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Bartlomiej Starosta, Dariusz Czerski, Piotr Borkowski
BiWeighted Regular Grid Graphs - A New Class of Graphs for Which Graph Spectral Clustering is Applicable in Analytical Form. ICCS (2) (2024)
Mieczyslaw A. Klopotek, Bartlomiej Starosta, Slawomir T. Wierzchon
Eigenvalue-Based Incremental Spectral Clustering. J. Artif. Intell. Soft Comput. Res. 14 (2) (2024)
Mieczyslaw A. Klopotek
-means. Int. J. Appl. Math. Comput. Sci. 34 (1) (2024)
Mieczyslaw A. Klopotek
Are Easy Data Easy (for K-Means). CoRR (2023)
Bartlomiej Starosta, Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
Explainable Graph Spectral Clustering of Text Documents. CoRR (2023)
Mieczyslaw A. Klopotek, Robert A. Klopotek
Towards continuous consistency axiom. Appl. Intell. 53 (5) (2023)
Mieczyslaw A. Klopotek, Bartlomiej Starosta, Slawomir T. Wierzchon
Eigenvalue-based Incremental Spectral Clustering. CoRR (2023)
Mieczyslaw A. Klopotek
Wide Gaps and Clustering Axioms. CoRR (2023)
Bartlomiej Starosta, Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Dariusz Czerski
Hashtag Discernability - Competitiveness Study of Graph Spectral and Other Clustering Methods. FedCSIS (2023)
Mieczyslaw A. Klopotek
A Clustering Preserving Transformation for k-Means Algorithm Output. CoRR (2022)
Mieczyslaw A. Klopotek, Robert A. Klopotek
How To Overcome Richness Axiom Fallacy. CoRR (2022)
Mieczyslaw A. Klopotek, Robert A. Klopotek
Richness Fallacy. ISMIS (2022)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Robert A. Klopotek
Network Capacity Bound for Personalized PageRank in Multimodal Networks. Fundam. Informaticae 189 (1) (2022)
Mieczyslaw A. Klopotek
High-Dimensional Wide Gap k-Means Versus Clustering Axioms. CoRR (2022)
Mieczyslaw A. Klopotek
A New Clustering Preserving Transformation for k-Means Algorithm Output. ISMIS (2022)
Mieczyslaw A. Klopotek, Robert A. Klopotek
Towards Continuous Consistency Axiom. CoRR (2022)
Mieczyslaw A. Klopotek, Robert A. Klopotek
Issues in clustering algorithm consistency in fixed dimensional spaces. Some solutions for k-means. J. Intell. Inf. Syst. 57 (3) (2021)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
Hullingversus Clustering - Two Complementary Applications of Non-Negative Matrix Factorization. CEC (2021)
Mieczyslaw A. Klopotek
-means++ algorithm. Fundam. Informaticae 172 (4) (2020)
Mieczyslaw A. Klopotek
Machine learning friendly set version of Johnson-Lindenstrauss lemma. Knowl. Inf. Syst. 62 (5) (2020)
Mieczyslaw A. Klopotek
p-d-Separation - A Concept for Expressing Dependence/Independence Relations in Causal Networks. CoRR (2020)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Robert A. Klopotek
k-means Cluster Shape Implications. AIAI (1) (2020)
Piotr Borkowski, Krzysztof Ciesielski, Mieczyslaw A. Klopotek
Semantic Classifier Approach to Document Classification. ICAISC (1) (2020)
Mieczyslaw A. Klopotek, Andrzej Matuszewski
On Irrelevance of Attributes in Flexible Prediction. CoRR (2020)
Mieczyslaw A. Klopotek, Robert A. Klopotek
In-The-Limit Clustering Axioms. ICAISC (2) (2020)
Robert A. Klopotek, Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
A feasible k-means kernel trick under non-Euclidean feature space. Int. J. Appl. Math. Comput. Sci. 30 (4) (2020)
Slawomir T. Wierzchon, Mieczyslaw A. Klopotek
Spectral Cluster Maps Versus Spectral Clustering. CISIM (2020)
Mieczyslaw A. Klopotek
An Aposteriorical Clusterability Criterion for k-Means++ and Simplicity of Clustering. SN Comput. Sci. 1 (2) (2020)
Piotr Borkowski, Krzysztof Ciesielski, Mieczyslaw A. Klopotek
The Impact of Supercategory Inclusion on Semantic Classifier Performance. ISMIS (Industrial Paper) (2020)
Mieczyslaw A. Klopotek
Non-Destructive Sample Generation From Conditional Belief Functions. CoRR (2020)
Robert A. Klopotek, Mieczyslaw A. Klopotek
Traditional PageRank Versus Network Capacity Bound. ADMA (2019)
Mieczyslaw A. Klopotek
A Note On k-Means Probabilistic Poverty. CoRR (2019)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
Query Optimization Properties of Modified VBS. CoRR (2019)
Mieczyslaw A. Klopotek
On the Existence of Kernel Function for Kernel-Trick of k-Means in the Light of Gower Theorem. Fundam. Informaticae 168 (1) (2019)
Robert A. Klopotek, Mieczyslaw A. Klopotek
On Probabilistic k-Richness of the k-Means Algorithms. LOD (2019)
Mieczyslaw A. Klopotek
Mathematical Theory of Evidence Versus Evidence. CoRR (2018)
Mieczyslaw A. Klopotek
Reasoning From Data in the Mathematical Theory of Evidence. CoRR (2018)
Mieczyslaw A. Klopotek
Structure and Motion from Multiframes. CoRR (2018)
Andrzej Matuszewski, Mieczyslaw A. Klopotek
Factorization of Dempster-Shafer Belief Functions Based on Data. CoRR (2018)
Mieczyslaw A. Klopotek
Too Fast Causal Inference under Causal Insufficiency. CoRR (2018)
Slawomir T. Wierzchon, Mieczyslaw A. Klopotek, Maciej Michalewicz
Reasoning and Facts Explanation in Valuation Based Systems. CoRR (2018)
Mieczyslaw A. Klopotek
Dempsterian-Shaferian Belief Network From Data. CoRR (2018)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
On Marginally Correct Approximations of Dempster-Shafer Belief Functions from Data. CoRR (2018)
Mieczyslaw A. Klopotek
Rigid Body Structure and Motion From Two-Frame Point-Correspondences Under Perspective Projection. CoRR (2018)
Mieczyslaw A. Klopotek
Beliefs and Probability in Bacchus' l.p. Logic: A~3-Valued Logic Solution to Apparent Counter-intuition. CoRR (2017)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
Basic Formal Properties of A Relational Model of The Mathematical Theory of Evidence. CoRR (2017)
Mieczyslaw A. Klopotek
On the Existence of Kernel Function for Kernel-Trick of k-Means. ISMIS (2017)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Robert A. Klopotek, Elzbieta A. Klopotek
Traditional PageRank versus Network Capacity Bound. CoRR (2017)
Mieczyslaw A. Klopotek
Reconstruction of~3-D Rigid Smooth Curves Moving Free when Two Traceable Points Only are Available. CoRR (2017)
Mieczyslaw A. Klopotek
Dempster-Shafer Belief Function - A New Interpretation. CoRR (2017)
Mieczyslaw A. Klopotek
Identification and Interpretation of Belief Structure in Dempster-Shafer Theory. CoRR (2017)
Mieczyslaw A. Klopotek
On the Existence of Kernel Function for Kernel-Trick of k-Means. CoRR (2017)
Robert A. Klopotek, Mieczyslaw A. Klopotek
On the Discrepancy Between Kleinberg's Clustering Axioms and k-Means Clustering Algorithm Behavior. CoRR (2017)
Mieczyslaw A. Klopotek, Andrzej Matuszewski
Evidence Against Evidence Theory (?!). CoRR (2017)
Mieczyslaw A. Klopotek
Learning Belief Network Structure From Data under Causal Insufficiency. CoRR (2017)
Mieczyslaw A. Klopotek
Machine Learning Friendly Set Version of Johnson-Lindenstrauss Lemma. CoRR (2017)
Mieczyslaw A. Klopotek
On Seeking Consensus Between Document Similarity Measures. Fundam. Informaticae 156 (1) (2017)
Mieczyslaw A. Klopotek
Independence, Conditionality and Structure of Dempster-Shafer Belief Functions. CoRR (2017)
Mieczyslaw A. Klopotek
On the Consistency of k-means++ algorithm. CoRR (2017)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Robert A. Klopotek
Network Capacity Bound for Personalized PageRank in Multimodal Networks. CoRR (2017)
Mieczyslaw A. Klopotek
Distribution of degrees of freedom over structure and motion of rigid bodies. CoRR (2017)
Mieczyslaw A. Klopotek
Restricted Causal Inference Algorithm. CoRR (2017)
Mieczyslaw A. Klopotek
On (Anti)Conditional Independence in Dempster-Shafer Theory. CoRR (2017)
Mieczyslaw A. Klopotek
On Seeking Consensus Between Document Similarity Measures. CoRR (2017)
Andrzej Matuszewski, Mieczyslaw A. Klopotek
What Does a Belief Function Believe In ? CoRR (2017)
Mieczyslaw A. Klopotek
An Aposteriorical Clusterability Criterion for k-Means and Simplicity of Clustering. CoRR (2017)
Mieczyslaw A. Klopotek
A Comment on "Analysis of Video Image Sequences Using Point and Line Correspondences". CoRR (2017)
Mieczyslaw A. Klopotek
Beliefs in Markov Trees - From Local Computations to Local Valuation. CoRR (2017)
Maciej Michalewicz, Slawomir T. Wierzchon, Mieczyslaw A. Klopotek
Knowledge Acquisition, Representation \& Manipulation in Decision Support Systems. CoRR (2017)
Mieczyslaw A. Klopotek
Recovery of structure of looped jointed objects from multiframes. CoRR (2017)
Piotr Borkowski, Krzysztof Ciesielski, Mieczyslaw A. Klopotek
Semantic classifier approach to document classification. CoRR (2017)
Mieczyslaw A. Klopotek
Transferrable Plausibility Model - A Probabilistic Interpretation of Mathematical Theory of Evidence. CoRR (2017)
Mieczyslaw A. Klopotek
Fast Restricted Causal Inference. CoRR (2017)
Pawel Lozinski, Dariusz Czerski, Mieczyslaw A. Klopotek
Grammatical Case Based IS-A Relation Extraction with Boosting for Polish. FedCSIS (2016)
Pawel Lozinski, Dariusz Czerski, Mieczyslaw A. Klopotek
Grammatical Case Based IS-A Relation Extraction with Boosting for Polish. CoRR (2016)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Piotr Borkowski, Marcin Sydow
Applications of Discrete Dirichlet Problem to Semi-supervised Community Detection by Label Propagation. ENIC (2016)
Michal Wojtasiewicz, Mieczyslaw A. Klopotek, Krzysztof Ciesielski
Scalable Method for Information Spread Control in Social Network. ENIC (2015)
Szymon Chojnacki, Mieczyslaw A. Klopotek
Latency of Neighborhood Based Recommender Systems. Fundam. Informaticae 139 (3) (2015)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Krzysztof Ciesielski, Dariusz Czerski, Michal Draminski
Lazy Walks Versus Walks with Backstep: Flavor of PageRank. WI-IAT (2) (2014)
Piotr Borkowski, Krzysztof Ciesielski, Mieczyslaw A. Klopotek
Unsupervised Aggregation of Categories for Document Labelling. ISMIS (2014)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Dariusz Czerski, Krzysztof Ciesielski, Michal Draminski
A Calculus for Personalized PageRank. IIS (2013)
Michal Draminski, Blazej Owczarczyk, Krzysztof Trojanowski, Dariusz Czerski, Krzysztof Ciesielski, Mieczyslaw A. Klopotek
Stabilization of Users Profiling Processed by Metaclustering of Web Pages. IIS (2013)
Mieczyslaw A. Klopotek
What is the Value of Information - Search Engine's Point of View. CISIM (2013)
Krzysztof Ciesielski, Piotr Borkowski, Mieczyslaw A. Klopotek, Krzysztof Trojanowski, Kamil Wysocki
Wikipedia-Based Document Categorization. SIIS (2011)
Mieczyslaw A. Klopotek, Justin Lindsey
An Algorithm for Parallel Tree-Shaped Bayesian Network Construction. ISMIS Industrial Session (2011)
Szymon Chojnacki, Mieczyslaw A. Klopotek
Scale Invariant Bipartite Graph Generative Model. SIIS (2011)
Szymon Chojnacki, Mieczyslaw A. Klopotek
Random Graph Generator for Bipartite Networks Modeling CoRR (2010)
Szymon Chojnacki, Mieczyslaw A. Klopotek
Random graph generative model for Folksonomy network structure approximation. ICCS (1) (2010)
Szymon Chojnacki, Krzysztof Ciesielski, Mieczyslaw A. Klopotek
Node Degree Distribution in Affiliation Graphs for Social Network Density Modeling. SocInfo (2010)
Szymon Chojnacki, Mieczyslaw A. Klopotek
Random Graphs for Performance Evaluation of Recommender Systems CoRR (2010)
Michal Wolski, Mieczyslaw A. Klopotek
FutureTrust Algorithm in Specific Factors on Mobile Agents. ISMIS (2009)
Marcin Seredynski, Pascal Bouvry, Mieczyslaw A. Klopotek
Performance of a Strategy Based Packets Forwarding in Ad Hoc Networks. ARES (2008)
Mieczyslaw A. Klopotek
Strukturiertes Programmieren - strukturelles Denken. Informatik in der DDR (2008)
Krzysztof Ciesielski, Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
Term Distribution-Based Initialization of Fuzzy Text Clustering. ISMIS (2008)
Krzysztof Ciesielski, Mieczyslaw A. Klopotek
Towards Adaptive Web Mining: Histograms and Contexts in Text Data Clustering. IDA (2007)
Marcin Seredynski, Pascal Bouvry, Mieczyslaw A. Klopotek
Evolution of Strategy Driven Behavior in Ad Hoc Networks Using a Genetic Algorithm. IPDPS (2007)
Krzysztof Ciesielski, Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
Histogram-Based Dimensionality Reduction of Term Vector Space. CISIM (2007)
Marcin Seredynski, Pascal Bouvry, Mieczyslaw A. Klopotek
Modelling the Evolution of Cooperative Behavior in Ad Hoc Networks using a Game Based Model. CIG (2007)
Marcin Seredynski, Pascal Bouvry, Mieczyslaw A. Klopotek
Analysis of Distributed Packet Forwarding Strategies in Ad Hoc Networks. PPAM (2007)
Krzysztof Ciesielski, Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
Contextual Adaptive Clustering of Web and Text Documents with Personalization. MCD (2007)

Mieczyslaw A. Klopotek.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mieczyslaw A. Klopotek