Boris Kovalerchuk

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 42

Top Topics

Data Representation

Interactive Visual

Knowledge Discovery

Dimensional Data

Top Venues

Visualization and Data Analysis

Cogn. Syst. Res.

Publications

Joshua Martinez, Boris Kovalerchuk
General Line Coordinates in 3D. CoRR (2024)
Lincoln Huber, Boris Kovalerchuk, Charles Recaido
Visual Knowledge Discovery with General Line Coordinates. CoRR (2023)
Joshua Martinez, Boris Kovalerchuk
General Line Coordinates in 3D. IV (2023)
Dustin Hayes, Boris Kovalerchuk
Parallel Coordinates for Discovery of Interpretable Machine Learning Models. CoRR (2023)
Boris Kovalerchuk, Elijah McCoy
Explainable Machine Learning for Categorical and Mixed Data with Lossless Visualization. CoRR (2023)
Boris Kovalerchuk, Hoang Phan
Full High-Dimensional Intelligible Learning In 2-D Lossless Visualization Space. CoRR (2023)
Boris Kovalerchuk, Brent D. Fegley
Principal Components in General Line Coordinates for Visualization and Machine Learning. IV (2023)
Boris Kovalerchuk, Andrew Dunn, Alex Worland, Sridevi Narayana Wagle
Interactive Decision Tree Creation and Enhancement with Complete Visualization for Explainable Modeling. CoRR (2023)
Lincoln Huber, Boris Kovalerchuk
No-Code Platform for Visual Knowledge Discovering in General Line Coordinates: DV 2.0. IV (2023)
Nicholas Cutlip, Boris Kovalerchuk
Lossless Interpretable Glyphs for Visual Knowledge Discovery in High-Dimensional Data. IV (2023)
Charles Recaido, Boris Kovalerchuk
Interpretable Machine Learning for Self-Service High-Risk Decision-Making. CoRR (2022)
Alex Worland, Sridevi Narayana Wagle, Boris Kovalerchuk
Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models. IV (2022)
Boris Kovalerchuk, Elijah McCoy
Explainable Mixed Data Representation and Lossless Visualization Toolkit for Knowledge Discovery. IV (2022)
Charles Recaido, Boris Kovalerchuk
Interpretable Machine Learning for Self-Service High-Risk Decision-Making. IV (2022)
Boris Kovalerchuk, Elijah McCoy
Explainable Mixed Data Representation and Lossless Visualization Toolkit for Knowledge Discovery. CoRR (2022)
Alex Worland, Sridevi Narayana Wagle, Boris Kovalerchuk
Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models. CoRR (2022)
Boris Kovalerchuk, Razvan Andonie, Nuno Datia, Kawa Nazemi, Ebad Banissi
Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions. CoRR (2022)
Rose McDonald, Boris Kovalerchuk
Non-linear Visual Knowledge Discovery with Elliptic Paired Coordinates. CoRR (2021)
Boris Kovalerchuk, Dustin Hayes
Discovering Interpretable Machine Learning Models in Parallel Coordinates. CoRR (2021)
Boris Kovalerchuk, Hoang Phan
Full interpretable machine learning in 2D with inline coordinates. IV (2021)
Sridevi Narayana Wagle, Boris Kovalerchuk
Self-service Data Classification Using Interactive Visualization and Interpretable Machine Learning. CoRR (2021)
Boris Kovalerchuk, Hoang Phan
Full interpretable machine learning in 2D with inline coordinates. CoRR (2021)
Boris Kovalerchuk, Divya Chandrika Kalla, Bedant Agarwal
Deep Learning Image Recognition for Non-images. CoRR (2021)
Boris Kovalerchuk, Dustin Hayes
Discovering Interpretable Machine Learning Models in Parallel Coordinates. IV (2021)
Boris Kovalerchuk, Bedant Agarwal, Divya Chandrika Kalla
Solving Non-image Learning Problems by Mapping to Images. IV (2020)
Boris Kovalerchuk, Muhammad Aurangzeb Ahmad, Ankur Teredesai
Survey of explainable machine learning with visual and granular methods beyond quasi-explanations. CoRR (2020)
Sridevi Narayana Wagle, Boris Kovalerchuk
Interactive Visual Self-service Data Classification Approach to Democratize Machine Learning. IV (2020)
Rose McDonald, Boris Kovalerchuk
Lossless Visual Knowledge Discovery in High Dimensional Data with Elliptic Paired Coordinates. IV (2020)
Boris Kovalerchuk
Intelligible Machine Learning and Knowledge Discovery Boosted by Visual Means. WSDM (2020)
Boris Kovalerchuk
Interpretable Knowledge Discovery Reinforced by Visual Methods. KDD (2019)
Boris Kovalerchuk, Vladimir Grishin
Adjustable general line coordinates for visual knowledge discovery in n-D data. Inf. Vis. 18 (1) (2019)
Boris Kovalerchuk, Abdulrahman Gharawi
Decreasing Occlusion and Increasing Explanation in Interactive Visual Knowledge Discovery. HCI (4) (2018)
Boris Kovalerchuk, Vladimir Grishin
Reversible Data Visualization to Support Machine Learning. HCI (4) (2018)
Boris Kovalerchuk, Nathan Neuhaus
Toward Efficient Automation of Interpretable Machine Learning. IEEE BigData (2018)
Boris Kovalerchuk
Visual cognitive algorithms for high-dimensional data and super-intelligence challenges. Cogn. Syst. Res. 45 (2017)
Andrew Smigaj, Boris Kovalerchuk
Visualizing Incongruity and Resolution: Visual Data Mining Strategies for Modeling Sequential Humor Containing Shifts of Interpretation. HCI (21) (2017)
Antoni Wilinski, Boris Kovalerchuk
Visual knowledge discovery and machine learning for investment strategy. Cogn. Syst. Res. 44 (2017)
Boris Kovalerchuk, Michael Kovalerchuk
Toward virtual data scientist with visual means. IJCNN (2017)
Boris Kovalerchuk, Dmytro Dovhalets
Constructing Interactive Visual Classification, Clustering and Dimension Reduction Models for n-D Data. Informatics 4 (3) (2017)
Boris Kovalerchuk, Vladik Kreinovich
Comparison of formulations of applied tasks with intervals, fuzzy sets and probability approaches. FUZZ-IEEE (2016)
Boris Kovalerchuk
Super-intelligence challenges and lossless visual representation of high-dimensional data. IJCNN (2016)
Boris Kovalerchuk, Vladimir Grishin
Visual Data Mining in Closed Contour Coordinates. Visualization and Data Analysis (2016)
Boris Kovalerchuk
Summation of linguistic numbers. NAFIPS/WConSC (2015)
Boris Kovalerchuk, Andrew Smigaj
Computing with words beyond quantitative words: Incongruity modeling. NAFIPS/WConSC (2015)
Boris Kovalerchuk, Leonid I. Perlovsky
Rigorous sensor resource management: Methodology and evolutionary optimization. CISDA (2015)
Vladimir Grishin, Boris Kovalerchuk
Stars advantages vs parallel coordinates: shape perception as visualization reserve. Visualization and Data Analysis (2014)
Boris Kovalerchuk
Visualization of multidimensional data with collocated paired coordinates and general line coordinates. Visualization and Data Analysis (2014)
Boris Kovalerchuk, Vladimir Grishin
Collaborative Lossless Visualization of n-D Data by Collocated Paired Coordinates. CDVE (2014)
Vladimir Grishin, Boris Kovalerchuk
Multidimensional Collaborative Lossless Visualization: Experimental Study. CDVE (2014)
Boris Kovalerchuk
Probabilistic Solution of Zadeh's Test Problems. IPMU (2) (2014)
Boris Kovalerchuk
Quest for Rigorous Combining Probabilistic and Fuzzy Logic Approaches for Computing with Words. On Fuzziness (1) (2013)
Boris Kovalerchuk
Quest for rigorous intelligent tutoring systems under uncertainty: Computing with Words and Images. IFSA/NAFIPS (2013)
Boris Kovalerchuk, Leonid I. Perlovsky, Gregory R. Wheeler
Modelling phenomena and dynamic logic of phenomena. J. Appl. Non Class. Logics 22 (1-2) (2012)
Boris Kovalerchuk, Leonid I. Perlovsky
Uncertainty modeling for spatial data fusion and mining. CCMB (2011)
Evgenii Vityaev, Boris Kovalerchuk, Leonid I. Perlovsky, Stanislav Smerdov
Probabilistic Dynamic Logic of Phenomena and Cognition CoRR (2011)
Boris A. Galitsky, Josep Lluís de la Rosa, Boris Kovalerchuk
Discovering common outcomes of agents' communicative actions in various domains. Knowl. Based Syst. 24 (2) (2011)
Boris A. Galitsky, Boris Kovalerchuk, Josep Lluís de la Rosa
Assessing plausibility of explanation and meta-explanation in inter-human conflicts. Eng. Appl. Artif. Intell. 24 (8) (2011)
Boris Kovalerchuk, Leonid I. Perlovsky
Integration of geometric and topological uncertainties for geospatial Data Fusion and Mining. AIPR (2011)
Boris A. Galitsky, Josep Lluís de la Rosa, Boris Kovalerchuk
Explanation Versus Meta-Explanation: What Makes a Case More Convincing. FLAIRS Conference (2010)
Boris Kovalerchuk, Germano Resconi
Agent-based uncertainty logic network. FUZZ-IEEE (2010)
Boris Kovalerchuk
Interpretable Fuzzy Systems: Analysis of T-norm interpretability. FUZZ-IEEE (2010)
Evgenii Vityaev, Boris Kovalerchuk, Leonid I. Perlovsky, Stanislav Smerdov
Probabilistic Dynamic Logic of Phenomena and Cognition. IJCNN (2010)
Boris Kovalerchuk, Florian Delizy, Logan Riggs, Evgenii Vityaev
Visual discovery in multivariate binary data. VDA (2010)
Boris Kovalerchuk
Modeling ATR processes to predict their performance by using invariance, robustness and self-refusal approach. FUSION (2009)
Germano Resconi, Boris Kovalerchuk
Agents' model of uncertainty. Knowl. Inf. Syst. 18 (2) (2009)
Germano Resconi, Boris Kovalerchuk
Agents in neural uncertainty. IJCNN (2009)
Boris Kovalerchuk, Leonid I. Perlovsky
Fusion and mining spatial data in cyber-physical space with Dynamic Logic of Phenomena. IJCNN (2009)
Boris Kovalerchuk, Leonid I. Perlovsky
Dynamic logic of phenomena and cognition. IJCNN (2008)
Boris Kovalerchuk, Evgenii Vityaev
Symbolic methodology for numeric data mining. Intell. Data Anal. 12 (2) (2008)
Evgenii E. Vityaev, Boris Kovalerchuk
Relational methodology for data mining and knowledge discovery. Intell. Data Anal. 12 (2) (2008)
Germano Resconi, Boris Kovalerchuk
Fusion in agent-based uncertainty theory and neural image of uncertainty. IJCNN (2008)
Boris Kovalerchuk, Joseph Lemley, Alexander M. Gorbach
An algorithm to stabilize a sequence of thermal brain images. Medical Imaging: Image Processing (2007)
Boris A. Galitsky, Boris Kovalerchuk
Learning Interaction between Conflicting Human Agents and Their Assistants. Interaction Challenges for Intelligent Assistants (2007)
Peter Doucette, Boris Kovalerchuk, Robert T. Brigantic, Gamal Seedahmed, Brian Graff
A Methodology for Automated Vector-to-Image Registration. AIPR (2007)
Boris A. Galitsky, Boris Kovalerchuk, Sergei O. Kuznetsov
Learning Common Outcomes of Communicative Actions Represented by Labeled Graphs. ICCS (2007)
Boris Kovalerchuk, Alexander Balinsky
Visual Data Mining and Discovery in Multivariate Data Using Monotone n-D Structure. KONT/KPP (2007)
Germano Resconi, Boris Kovalerchuk
Hierarchy of Logics of Irrational and Conflicting Agents. KES-AMSTA (2007)
Boris A. Galitsky, Boris Kovalerchuk
Learning Interaction between Conflicting Human Agents and Their Assistants. AAAI Spring Symposium: Interaction Challenges for Intelligent Assistants (2007)
Germano Resconi, Boris Kovalerchuk
Explanatory Model for the Break of Logic Equivalence by Irrational Agents in Elkan's Paradox. EUROCAST (2007)
Boris Kovalerchuk, Germano Resconi
The Logic of Uncertainty with Irrational Agents. JCIS (2006)
Boris A. Galitsky, Boris Kovalerchuk
Mining emotional profiles using e-mail messages for earlier warnings of potential terrorist activities. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2006)
Boris A. Galitsky, Boris Kovalerchuk
Mining the Blogosphere for Contributors' Sentiments. AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs (2006)
Boris A. Galitsky, Boris Kovalerchuk
Mining the attitudes of conflicting human agents. Computational Intelligence (2006)
Evgenii Vityaev, Boris Kovalerchuk
Relational Methodology for Data Mining and Knowledge Discovery. DEXA Workshops (2005)
Razvan Andonie, Boris Kovalerchuk
Neural networks for data mining: constrains and open problems. ESANN (2004)
Evgenii E. Vityaev, Boris Kovalerchuk
Discovery of Empirical Theories Based on the Measurement Theory. Minds Mach. 14 (4) (2004)
Florian Delizy, Boris Kovalerchuk
Visual Data Mining Using Monotone Boolean Function. CISST (2003)
Boris Kovalerchuk, Evgenii Vityaev
Detecting Patterns of Fraudulent Behavior in Forensic Accounting. KES (2003)
Richard Chase, Boris Kovalerchuk
Computational Efficiency of Structural Image Matching. CISST (2003)
Boris Kovalerchuk, Artemus Harper, Michael Kovalerchuk
Virtual Experts for Imagery Registration and Conflation. CISST (2003)
Boris Kovalerchuk, William Sumner, James L. Schwing
Image Registration and Conflation Based on Structural Characteristics. CISST (2003)
Boris Kovalerchuk, Evgenii Vityaev, H. Yusupov
Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications CoRR (2002)
Yuri L. Orlov, Evgenii E. Vityaev, Oleg V. Vishnevsky, A. S. Belenok, Boris Kovalerchuk, Mikhail A. Pozdnyakov, Nikolay A. Kolchanov
Program "Gene Discovery" for Pattern Matching in Promoter Sequences. German Conference on Bioinformatics (2001)
Boris Kovalerchuk, Evangelos Triantaphyllou, James F. Ruiz, Vetle I. Torvik, Evgenii Vityaev
The Reliability Issue of Computer-Aided Breast Cancer Diagnosis. Comput. Biomed. Res. 33 (4) (2000)
Boris Kovalerchuk, Evangelos Triantaphyllou, James F. Ruiz, Jane Clayton
Fuzzy logic in computer-aided breast cancer diagnosis: analysis of lobulation. Artif. Intell. Medicine 11 (1) (1997)
Boris Kovalerchuk, Evangelos Triantaphyllou, Aniruddha S. Deshpande, Evgenii Vityaev
Interactive Learning of Monotone Boolean Functions. Inf. Sci. 94 (1-4) (1996)