Boris Kovalerchuk
Orcid: 0000-0002-0995-9539Affiliations:
- Central Washington University, Ellensburg, WA, USA
According to our database1,
Boris Kovalerchuk
authored at least 101 papers
between 1996 and 2025.
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Bibliography
2025
LLM Enhancement with Domain Expert Mental Model to Reduce LLM Hallucination with Causal Prompt Engineering.
CoRR, September, 2025
Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge Discovery.
Proceedings of the Artificial Intelligence in HCI, 2025
Interactive Discovery of Concept Drift with Lossless Visualization in Machine Learning.
Proceedings of the Artificial Intelligence in HCI, 2025
2024
Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates.
Proceedings of the 28th International Conference Information Visualisation, 2024
Proceedings of the 28th International Conference Information Visualisation, 2024
Proceedings of the 28th International Conference Information Visualisation, 2024
Multilayer Development and Explanation of Machine Learning Models with Visual Knowledge Discovery.
Proceedings of the 28th International Conference Information Visualisation, 2024
Proceedings of the 28th International Conference Information Visualisation, 2024
2023
CoRR, 2023
Explainable Machine Learning for Categorical and Mixed Data with Lossless Visualization.
CoRR, 2023
CoRR, 2023
Interactive Decision Tree Creation and Enhancement with Complete Visualization for Explainable Modeling.
CoRR, 2023
Proceedings of the 27th International Conference Information Visualisation, 2023
Principal Components in General Line Coordinates for Visualization and Machine Learning.
Proceedings of the 27th International Conference Information Visualisation, 2023
No-Code Platform for Visual Knowledge Discovering in General Line Coordinates: DV 2.0.
Proceedings of the 27th International Conference Information Visualisation, 2023
Lossless Interpretable Glyphs for Visual Knowledge Discovery in High-Dimensional Data.
Proceedings of the 27th International Conference Information Visualisation, 2023
2022
Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions.
CoRR, 2022
Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models.
Proceedings of the 26th International Conference Information Visualisation, 2022
Proceedings of the 26th International Conference Information Visualisation, 2022
Explainable Mixed Data Representation and Lossless Visualization Toolkit for Knowledge Discovery.
Proceedings of the 26th International Conference Information Visualisation, 2022
2021
Self-service Data Classification Using Interactive Visualization and Interpretable Machine Learning.
CoRR, 2021
Proceedings of the 25th International Conference Information Visualisation, 2021
Proceedings of the 25th International Conference Information Visualisation, 2021
2020
Survey of explainable machine learning with visual and granular methods beyond quasi-explanations.
CoRR, 2020
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
Interactive Visual Self-service Data Classification Approach to Democratize Machine Learning.
Proceedings of the 24th International Conference on Information Visualisation, 2020
Lossless Visual Knowledge Discovery in High Dimensional Data with Elliptic Paired Coordinates.
Proceedings of the 24th International Conference on Information Visualisation, 2020
Proceedings of the 24th International Conference on Information Visualisation, 2020
2019
Inf. Vis., 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
2018
Intelligent Systems Reference Library 144, Springer, ISBN: 978-3-319-73039-4, 2018
Decreasing Occlusion and Increasing Explanation in Interactive Visual Knowledge Discovery.
Proceedings of the Human Interface and the Management of Information. Interaction, Visualization, and Analytics, 2018
Proceedings of the Human Interface and the Management of Information. Interaction, Visualization, and Analytics, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Constructing Interactive Visual Classification, Clustering and Dimension Reduction Models for n-D Data.
Informatics, 2017
Cogn. Syst. Res., 2017
Visual cognitive algorithms for high-dimensional data and super-intelligence challenges.
Cogn. Syst. Res., 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Visualizing Incongruity and Resolution: Visual Data Mining Strategies for Modeling Sequential Humor Containing Shifts of Interpretation.
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2017
2016
Sensor Resource Management: Intelligent Multi-objective Modularized Optimization Methodology and Models.
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016
Proceedings of the Visualization and Data Analysis 2016, 2016
Super-intelligence challenges and lossless visual representation of high-dimensional data.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Comparison of formulations of applied tasks with intervals, fuzzy sets and probability approaches.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
2015
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015
Proceedings of the 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2015
2014
Visualization of multidimensional data with collocated paired coordinates and general line coordinates.
Proceedings of the Visualization and Data Analysis 2014, 2014
Proceedings of the Visualization and Data Analysis 2014, 2014
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the Cooperative Design, Visualization, and Engineering, 2014
Proceedings of the Cooperative Design, Visualization, and Engineering, 2014
2013
Quest for rigorous intelligent tutoring systems under uncertainty: Computing with Words and Images.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Quest for Rigorous Combining Probabilistic and Fuzzy Logic Approaches for Computing with Words.
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1, 2013
2012
2011
Knowl. Based Syst., 2011
Eng. Appl. Artif. Intell., 2011
Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011
Integration of geometric and topological uncertainties for geospatial Data Fusion and Mining.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011
2010
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
Proceedings of the Visualization and Data Analysis, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010
2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Fusion and mining spatial data in cyber-physical space with Dynamic Logic of Phenomena.
Proceedings of the International Joint Conference on Neural Networks, 2009
Modeling ATR processes to predict their performance by using invariance, robustness and self-refusal approach.
Proceedings of the 12th International Conference on Information Fusion, 2009
2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Knowledge Processing and Data Analysis - First International Conference, 2007
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2007
Learning Interaction between Conflicting Human Agents and Their Assistants.
Proceedings of the Interaction Challenges for Intelligent Assistants, 2007
Proceedings of the Conceptual Structures: Knowledge Architectures for Smart Applications, 2007
Explanatory Model for the Break of Logic Equivalence by Irrational Agents in Elkan's Paradox.
Proceedings of the Computer Aided Systems Theory, 2007
Proceedings of the 36th Applied Imagery Pattern Recognition Workshop, 2007
2006
Proceedings of the 2006 Joint Conference on Information Sciences, 2006
Mining the attitudes of conflicting human agents.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006
Mining emotional profiles using e-mail messages for earlier warnings of potential terrorist activities.
Proceedings of the Data Mining, 2006
Proceedings of the Computational Approaches to Analyzing Weblogs, 2006
2005
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005
Data Mining for Financial Applications.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Image Registration and Conflation Based on Structural Characteristics.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003
Virtual Experts for Imagery Registration and Conflation.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003
Visual Data Mining Using Monotone Boolean Function.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003
Computational Efficiency of Structural Image Matching.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003
2002
Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications
CoRR, 2002
2001
Program "Gene Discovery" for Pattern Matching in Promoter Sequences.
Proceedings of the Computer science and biology: Proceedings of the German Conference on Bioinformatics, 2001
2000
Comput. Biomed. Res., 2000
1997
Artif. Intell. Medicine, 1997
1996