Boris Kovalerchuk

123 papers A* 1A 1B 13C 29Misc 6Journal 38Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	C	`ed.`	29th International Conference Information Visualisation, IV 2025, Darmstadt, Germany, August 5-8, 2025 IV Ebad Banissi, Nuno Datia, João Moura Pires, Anna Ursyn, Kawa Nazemi, Cristian A. Secco, Boris Kovalerchuk, Razvan Andonie, Marina L. Gavrilova, Minoru Nakayama, Mountaz Hascoët, Amalia I. Rusu, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Jie Hua, Fatma Bouali, Gilles Venturini, Alice Dong, Sebastian Kernbach, Gaetano Cimin, Urska Cvek, Tony Huang
2025	—	`conf`	Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge Discovery. HCI (57) Alice Williams, Boris Kovalerchuk
2025	J	`jnl`	Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge Discovery. CoRR Alice Williams, Boris Kovalerchuk
2025	C	`conf`	Fully Explainable Classification Models Using Hyperblocks. IV Austin Snyder, Ryan Gallagher, Boris Kovalerchuk
2025	J	`jnl`	Fully Explainable Classification Models Using Hyperblocks. CoRR Austin Snyder, Ryan Gallagher, Boris Kovalerchuk
2025	C	`conf`	High-Dimensional Data Classification in Concentric Coordinates. IV Alice Williams, Boris Kovalerchuk
2025	J	`jnl`	High-Dimensional Data Classification in Concentric Coordinates. CoRR Alice Williams, Boris Kovalerchuk
2025	—	`conf`	Interactive Discovery of Concept Drift with Lossless Visualization in Machine Learning. HCI (57) Honorius Gâlmeanu, Boris Kovalerchuk, Razvan Andonie
2025	C	`conf`	Interpretable Visual Representation Learning with Animated Glyphs in Shifted Paired Coordinates. IV Nicholas Cutlip, Boris Kovalerchuk
2025	J	`jnl`	LLM Enhancement with Domain Expert Mental Model to Reduce LLM Hallucination with Causal Prompt Engineering. CoRR Boris Kovalerchuk, Brent D. Fegley
2025	J	`jnl`	Multilayer machine learning with visual knowledge discovery. Inf. Vis. Boris Kovalerchuk, Lincoln Huber
2024	C	`ed.`	28th International Conference Information Visualisation, IV 2024, Coimbra, Portugal, July 22-26, 2024 IV Ebad Banissi, Nuno Datia, João Moura Pires, Anna Ursyn, Kawa Nazemi, Boris Kovalerchuk, Razvan Andonie, Marina L. Gavrilova, Minoru Nakayama, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Filippo Sciarrone, Marco Temperini, Fatma Bouali, Gilles Venturini, Tony Huang
2024	J	`jnl`	General Line Coordinates in 3D. CoRR Joshua Martinez, Boris Kovalerchuk
2024	C	`conf`	Monotone Functions and Expert Models for Explanation of Machine Learning Models. IV Harlow Huber, Boris Kovalerchuk
2024	C	`conf`	Multilayer Development and Explanation of Machine Learning Models with Visual Knowledge Discovery. IV Lincoln Huber, Boris Kovalerchuk
2024	C	`conf`	Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates. IV Alice Williams, Boris Kovalerchuk
2024	J	`jnl`	Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates. CoRR Alice Williams, Boris Kovalerchuk
2024	C	`conf`	Visual Analysis of Spinels with General Line Coordinates. IV Leandro E. Luque, Maria Luján Ganuza, Ernesto A. Bjerg, Boris Kovalerchuk
2024	C	`conf`	Visual Explanation of Machine Learning Models in Shifted Paired Coordinates in 3D. IV Boris Kovalerchuk, Joshua Martinez, Michael Fleagle
2023	C	`ed.`	27th International Conference Information Visualisation, IV 2023, Tampere, Finland, July 25-28, 2023 IV Ebad Banissi, Harri Siirtola, Anna Ursyn, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, Razvan Andonie, Minoru Nakayama, Marco Temperini, Filippo Sciarrone, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Urska Cvek, Marjan Trutschl, Heimo Müller, Rita Francese, Fatma Bouali, Gilles Venturini
2023	J	`jnl`	Explainable Machine Learning for Categorical and Mixed Data with Lossless Visualization. CoRR Boris Kovalerchuk, Elijah McCoy
2023	J	`jnl`	Full High-Dimensional Intelligible Learning In 2-D Lossless Visualization Space. CoRR Boris Kovalerchuk, Hoang Phan
2023	C	`conf`	General Line Coordinates in 3D. IV Joshua Martinez, Boris Kovalerchuk
2023	J	`jnl`	Interactive Decision Tree Creation and Enhancement with Complete Visualization for Explainable Modeling. CoRR Boris Kovalerchuk, Andrew Dunn, Alex Worland, Sridevi Narayana Wagle
2023	C	`conf`	Lossless Interpretable Glyphs for Visual Knowledge Discovery in High-Dimensional Data. IV Nicholas Cutlip, Boris Kovalerchuk
2023	C	`conf`	No-Code Platform for Visual Knowledge Discovering in General Line Coordinates: DV 2.0. IV Lincoln Huber, Boris Kovalerchuk
2023	J	`jnl`	Parallel Coordinates for Discovery of Interpretable Machine Learning Models. CoRR Dustin Hayes, Boris Kovalerchuk
2023	C	`conf`	Principal Components in General Line Coordinates for Visualization and Machine Learning. IV Boris Kovalerchuk, Brent D. Fegley
2023	J	`jnl`	Visual Knowledge Discovery with General Line Coordinates. CoRR Lincoln Huber, Boris Kovalerchuk, Charles Recaido
2022	C	`ed.`	26th International Conference Information Visualisation, IV 2022, Vienna, Austria, July 19-22, 2022 IV Ebad Banissi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, Razvan Andonie, Minoru Nakayama, Filippo Sciarrone, Weidong Huang, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Marco Temperini, Urska Cvek, Marjan Trutschl, Heimo Müller, Harri Siirtola, Wai Lok Woo, Rita Francese, Veronica Rossano, Tania Di Mascio, Fatma Bouali, Gilles Venturini, Sebastian Kernbach, Delfina Malandrino, Rocco Zaccagnino, Jian J. Zhang, Xiaosong Yang, Vladimir Geroimenko
2022	C	`conf`	Explainable Mixed Data Representation and Lossless Visualization Toolkit for Knowledge Discovery. IV Boris Kovalerchuk, Elijah McCoy
2022	J	`jnl`	Explainable Mixed Data Representation and Lossless Visualization Toolkit for Knowledge Discovery. CoRR Boris Kovalerchuk, Elijah McCoy
2022	C	`conf`	Interpretable Machine Learning for Self-Service High-Risk Decision-Making. IV Charles Recaido, Boris Kovalerchuk
2022	J	`jnl`	Interpretable Machine Learning for Self-Service High-Risk Decision-Making. CoRR Charles Recaido, Boris Kovalerchuk
2022	J	`jnl`	Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions. CoRR Boris Kovalerchuk, Razvan Andonie, Nuno Datia, Kawa Nazemi, Ebad Banissi
2022	C	`conf`	Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models. IV Alex Worland, Sridevi Narayana Wagle, Boris Kovalerchuk
2022	J	`jnl`	Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models. CoRR Alex Worland, Sridevi Narayana Wagle, Boris Kovalerchuk
2021	C	`ed.`	25th International Conference Information Visualisation, IV 2021, Sydney, Australia, July 5-9, 2021 IV Ebad Banissi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Mao Lin Huang, Weidong Huang, Quang Vinh Nguyen, Kawa Nazemi, Boris Kovalerchuk, Minoru Nakayama, John Counsell, Andrew Agapiou, Farzad Khosrow-shahi, Hing-Wah Chau, Mengbi Li, Richard Laing, Fatma Bouali, Gilles Venturini, Marco Temperini, Muhammad Sarfraz
2021	J	`jnl`	Deep Learning Image Recognition for Non-images. CoRR Boris Kovalerchuk, Divya Chandrika Kalla, Bedant Agarwal
2021	C	`conf`	Discovering Interpretable Machine Learning Models in Parallel Coordinates. IV Boris Kovalerchuk, Dustin Hayes
2021	J	`jnl`	Discovering Interpretable Machine Learning Models in Parallel Coordinates. CoRR Boris Kovalerchuk, Dustin Hayes
2021	C	`conf`	Full interpretable machine learning in 2D with inline coordinates. IV Boris Kovalerchuk, Hoang Phan
2021	J	`jnl`	Full interpretable machine learning in 2D with inline coordinates. CoRR Boris Kovalerchuk, Hoang Phan
2021	J	`jnl`	Non-linear Visual Knowledge Discovery with Elliptic Paired Coordinates. CoRR Rose McDonald, Boris Kovalerchuk
2021	J	`jnl`	Self-service Data Classification Using Interactive Visualization and Interpretable Machine Learning. CoRR Sridevi Narayana Wagle, Boris Kovalerchuk
2020	C	`ed.`	24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020 IV Ebad Banissi, Farzad Khosrow-shahi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, John Counsell, Andrew Agapiou, Zora Vrcelj, Hing-Wah Chau, Mengbi Li, Gehan Nagy, Richard Laing, Rita Francese, Muhammad Sarfraz, Fatma Bouali, Gilles Venturini, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Marco Temperini, Tania Di Mascio, Filippo Sciarrone, Veronica Rossano, Ralf Dörner, Loredana Caruccio, Autilia Vitiello, Weidong Huang, Michele Risi, Ugo Erra, Razvan Andonie, Muhammad Aurangzeb Ahmad, Ana Figueiras, Alfredo Cuzzocrea, Mabule Samuel Mabakane
2020	A	`conf`	Intelligible Machine Learning and Knowledge Discovery Boosted by Visual Means. WSDM Boris Kovalerchuk
2020	C	`conf`	Interactive Visual Self-service Data Classification Approach to Democratize Machine Learning. IV Sridevi Narayana Wagle, Boris Kovalerchuk
2020	C	`conf`	Lossless Visual Knowledge Discovery in High Dimensional Data with Elliptic Paired Coordinates. IV Rose McDonald, Boris Kovalerchuk
2020	C	`conf`	Solving Non-image Learning Problems by Mapping to Images. IV Boris Kovalerchuk, Bedant Agarwal, Divya Chandrika Kalla
2020	J	`jnl`	Survey of explainable machine learning with visual and granular methods beyond quasi-explanations. CoRR Boris Kovalerchuk, Muhammad Aurangzeb Ahmad, Ankur Teredesai
2019	J	`jnl`	Adjustable general line coordinates for visual knowledge discovery in n-D data. Inf. Vis. Boris Kovalerchuk, Vladimir Grishin
2019	A*	`conf`	Interpretable Knowledge Discovery Reinforced by Visual Methods. KDD Boris Kovalerchuk
2018	—	`conf`	Decreasing Occlusion and Increasing Explanation in Interactive Visual Knowledge Discovery. HCI (4) Boris Kovalerchuk, Abdulrahman Gharawi
2018	—	`conf`	Reversible Data Visualization to Support Machine Learning. HCI (4) Boris Kovalerchuk, Vladimir Grishin
2018	—	`conf`	Toward Efficient Automation of Interpretable Machine Learning. IEEE BigData Boris Kovalerchuk, Nathan Neuhaus
2018	—	`book`	Visual Knowledge Discovery and Machine Learning Boris Kovalerchuk
2017	J	`jnl`	Constructing Interactive Visual Classification, Clustering and Dimension Reduction Models for n-D Data. Informatics Boris Kovalerchuk, Dmytro Dovhalets
2017	B	`conf`	Toward virtual data scientist with visual means. IJCNN Boris Kovalerchuk, Michael Kovalerchuk
2017	J	`jnl`	Visual cognitive algorithms for high-dimensional data and super-intelligence challenges. Cogn. Syst. Res. Boris Kovalerchuk
2017	J	`jnl`	Visual knowledge discovery and machine learning for investment strategy. Cogn. Syst. Res. Antoni Wilinski, Boris Kovalerchuk
2017	—	`conf`	Visualizing Incongruity and Resolution: Visual Data Mining Strategies for Modeling Sequential Humor Containing Shifts of Interpretation. HCI (21) Andrew Smigaj, Boris Kovalerchuk
2016	B	`conf`	Comparison of formulations of applied tasks with intervals, fuzzy sets and probability approaches. FUZZ-IEEE Boris Kovalerchuk, Vladik Kreinovich
2016	—	`ch.`	Sensor Resource Management: Intelligent Multi-objective Modularized Optimization Methodology and Models. Recent Advances in Computational Intelligence in Defense and Security Boris Kovalerchuk, Leonid I. Perlovsky
2016	B	`conf`	Super-intelligence challenges and lossless visual representation of high-dimensional data. IJCNN Boris Kovalerchuk
2016	Misc	`conf`	Visual Data Mining in Closed Contour Coordinates. Visualization and Data Analysis Boris Kovalerchuk, Vladimir Grishin
2015	—	`conf`	Computing with words beyond quantitative words: Incongruity modeling. NAFIPS/WConSC Boris Kovalerchuk, Andrew Smigaj
2015	—	`conf`	Rigorous sensor resource management: Methodology and evolutionary optimization. CISDA Boris Kovalerchuk, Leonid I. Perlovsky
2015	—	`conf`	Summation of linguistic numbers. NAFIPS/WConSC Boris Kovalerchuk
2014	C	`conf`	Collaborative Lossless Visualization of n-D Data by Collocated Paired Coordinates. CDVE Boris Kovalerchuk, Vladimir Grishin
2014	C	`conf`	Multidimensional Collaborative Lossless Visualization: Experimental Study. CDVE Vladimir Grishin, Boris Kovalerchuk
2014	—	`conf`	Probabilistic Solution of Zadeh's Test Problems. IPMU (2) Boris Kovalerchuk
2014	Misc	`conf`	Stars advantages vs parallel coordinates: shape perception as visualization reserve. Visualization and Data Analysis Vladimir Grishin, Boris Kovalerchuk
2014	Misc	`conf`	Visualization of multidimensional data with collocated paired coordinates and general line coordinates. Visualization and Data Analysis Boris Kovalerchuk
2013	—	`conf`	Quest for Rigorous Combining Probabilistic and Fuzzy Logic Approaches for Computing with Words. On Fuzziness (1) Boris Kovalerchuk
2013	—	`conf`	Quest for rigorous intelligent tutoring systems under uncertainty: Computing with Words and Images. IFSA/NAFIPS Boris Kovalerchuk
2012	J	`jnl`	Modelling phenomena and dynamic logic of phenomena. J. Appl. Non Class. Logics Boris Kovalerchuk, Leonid I. Perlovsky, Gregory R. Wheeler
2011	J	`jnl`	Assessing plausibility of explanation and meta-explanation in inter-human conflicts. Eng. Appl. Artif. Intell. Boris A. Galitsky, Boris Kovalerchuk, Josep Lluís de la Rosa
2011	J	`jnl`	Discovering common outcomes of agents' communicative actions in various domains. Knowl. Based Syst. Boris A. Galitsky, Josep Lluís de la Rosa, Boris Kovalerchuk
2011	—	`conf`	Integration of geometric and topological uncertainties for geospatial Data Fusion and Mining. AIPR Boris Kovalerchuk, Leonid I. Perlovsky
2011	J	`jnl`	Probabilistic Dynamic Logic of Phenomena and Cognition CoRR Evgenii Vityaev, Boris Kovalerchuk, Leonid I. Perlovsky, Stanislav Smerdov
2011	—	`conf`	Uncertainty modeling for spatial data fusion and mining. CCMB Boris Kovalerchuk, Leonid I. Perlovsky
2010	B	`conf`	Agent-based uncertainty logic network. FUZZ-IEEE Boris Kovalerchuk, Germano Resconi
2010	—	`ch.`	Data Mining for Financial Applications. Data Mining and Knowledge Discovery Handbook Boris Kovalerchuk, Evgenii Vityaev
2010	Misc	`conf`	Explanation Versus Meta-Explanation: What Makes a Case More Convincing. FLAIRS Boris A. Galitsky, Josep Lluís de la Rosa, Boris Kovalerchuk
2010	B	`conf`	Interpretable Fuzzy Systems: Analysis of T-norm interpretability. FUZZ-IEEE Boris Kovalerchuk
2010	B	`conf`	Probabilistic Dynamic Logic of Phenomena and Cognition. IJCNN Evgenii Vityaev, Boris Kovalerchuk, Leonid I. Perlovsky, Stanislav Smerdov
2010	Misc	`conf`	Visual discovery in multivariate binary data. VDA Boris Kovalerchuk, Florian Delizy, Logan Riggs, Evgenii Vityaev
2009	B	`conf`	Agents in neural uncertainty. IJCNN Germano Resconi, Boris Kovalerchuk
2009	J	`jnl`	Agents' model of uncertainty. Knowl. Inf. Syst. Germano Resconi, Boris Kovalerchuk
2009	B	`conf`	Fusion and mining spatial data in cyber-physical space with Dynamic Logic of Phenomena. IJCNN Boris Kovalerchuk, Leonid I. Perlovsky
2009	C	`conf`	Modeling ATR processes to predict their performance by using invariance, robustness and self-refusal approach. FUSION Boris Kovalerchuk
2008	B	`conf`	Dynamic logic of phenomena and cognition. IJCNN Boris Kovalerchuk, Leonid I. Perlovsky
2008	B	`conf`	Fusion in agent-based uncertainty theory and neural image of uncertainty. IJCNN Germano Resconi, Boris Kovalerchuk
2008	J	`jnl`	Relational methodology for data mining and knowledge discovery. Intell. Data Anal. Evgenii E. Vityaev, Boris Kovalerchuk
2008	J	`jnl`	Symbolic methodology for numeric data mining. Intell. Data Anal. Boris Kovalerchuk, Evgenii Vityaev
2007	—	`conf`	A Methodology for Automated Vector-to-Image Registration. AIPR Peter Doucette, Boris Kovalerchuk, Robert T. Brigantic, Gamal Seedahmed, Brian Graff
2007	B	`conf`	An algorithm to stabilize a sequence of thermal brain images. Image Processing Boris Kovalerchuk, Joseph Lemley, Alexander M. Gorbach
2007	—	`conf`	Explanatory Model for the Break of Logic Equivalence by Irrational Agents in Elkan's Paradox. EUROCAST Germano Resconi, Boris Kovalerchuk
2007	—	`conf`	Hierarchy of Logics of Irrational and Conflicting Agents. KES-AMSTA Germano Resconi, Boris Kovalerchuk
2007	Misc	`conf`	Learning Common Outcomes of Communicative Actions Represented by Labeled Graphs. ICCS Boris A. Galitsky, Boris Kovalerchuk, Sergei O. Kuznetsov
2007	—	`conf`	Learning Interaction between Conflicting Human Agents and Their Assistants. AAAI Spring Symposium: Interaction Challenges for Intelligent Assistants Boris A. Galitsky, Boris Kovalerchuk
2007	—	`conf`	Learning Interaction between Conflicting Human Agents and Their Assistants. Interaction Challenges for Intelligent Assistants Boris A. Galitsky, Boris Kovalerchuk
2007	—	`conf`	Visual Data Mining and Discovery in Multivariate Data Using Monotone n-D Structure. KONT/KPP Boris Kovalerchuk, Alexander Balinsky
2006	—	`conf`	Mining emotional profiles using e-mail messages for earlier warnings of potential terrorist activities. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Boris A. Galitsky, Boris Kovalerchuk
2006	—	`conf`	Mining the Blogosphere for Contributors' Sentiments. AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs Boris A. Galitsky, Boris Kovalerchuk
2006	—	`conf`	Mining the attitudes of conflicting human agents. Computational Intelligence Boris A. Galitsky, Boris Kovalerchuk
2006	—	`ed.`	Proceedings of the Second IASTED International Conference on Computational Intelligence, San Francisco, California, USA, November 20-22, 2006 Computational Intelligence Boris Kovalerchuk
2006	—	`conf`	The Logic of Uncertainty with Irrational Agents. JCIS Boris Kovalerchuk, Germano Resconi
2005	—	`ch.`	Data Mining for Financial Applications. The Data Mining and Knowledge Discovery Handbook Boris Kovalerchuk, Evgenii Vityaev
2005	—	`conf`	Relational Methodology for Data Mining and Knowledge Discovery. DEXA Workshops Evgenii Vityaev, Boris Kovalerchuk
2004	J	`jnl`	Discovery of Empirical Theories Based on the Measurement Theory. Minds Mach. Evgenii E. Vityaev, Boris Kovalerchuk
2004	B	`conf`	Neural networks for data mining: constrains and open problems. ESANN Razvan Andonie, Boris Kovalerchuk
2003	—	`conf`	Computational Efficiency of Structural Image Matching. CISST Richard Chase, Boris Kovalerchuk
2003	B	`conf`	Detecting Patterns of Fraudulent Behavior in Forensic Accounting. KES Boris Kovalerchuk, Evgenii Vityaev
2003	—	`conf`	Image Registration and Conflation Based on Structural Characteristics. CISST Boris Kovalerchuk, William Sumner, James L. Schwing
2003	—	`conf`	Virtual Experts for Imagery Registration and Conflation. CISST Boris Kovalerchuk, Artemus Harper, Michael Kovalerchuk
2003	—	`conf`	Visual Data Mining Using Monotone Boolean Function. CISST Florian Delizy, Boris Kovalerchuk
2002	J	`jnl`	Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications CoRR Boris Kovalerchuk, Evgenii Vityaev, H. Yusupov
2001	—	`conf`	Program "Gene Discovery" for Pattern Matching in Promoter Sequences. German Conference on Bioinformatics Yuri L. Orlov, Evgenii E. Vityaev, Oleg V. Vishnevsky, A. S. Belenok, Boris Kovalerchuk, Mikhail A. Pozdnyakov, Nikolay A. Kolchanov
2000	J	`jnl`	The Reliability Issue of Computer-Aided Breast Cancer Diagnosis. Comput. Biomed. Res. Boris Kovalerchuk, Evangelos Triantaphyllou, James F. Ruiz, Vetle I. Torvik, Evgenii Vityaev
1997	J	`jnl`	Fuzzy logic in computer-aided breast cancer diagnosis: analysis of lobulation. Artif. Intell. Medicine Boris Kovalerchuk, Evangelos Triantaphyllou, James F. Ruiz, Jane Clayton
1996	J	`jnl`	Interactive Learning of Monotone Boolean Functions. Inf. Sci. Boris Kovalerchuk, Evangelos Triantaphyllou, Aniruddha S. Deshpande, Evgenii Vityaev