Boris Kovalerchuk

CoRR, February, 2025

2024

Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates.

[BibT_eX]

[DOI]

Alice Williams

Proceedings of the 28th International Conference Information Visualisation, 2024

Visual Analysis of Spinels with General Line Coordinates.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference Information Visualisation, 2024

Visual Explanation of Machine Learning Models in Shifted Paired Coordinates in 3D.

[BibT_eX]

[DOI]

Joshua Martinez

Michael Fleagle

Proceedings of the 28th International Conference Information Visualisation, 2024

Multilayer Development and Explanation of Machine Learning Models with Visual Knowledge Discovery.

[BibT_eX]

[DOI]

Lincoln Huber

Proceedings of the 28th International Conference Information Visualisation, 2024

Monotone Functions and Expert Models for Explanation of Machine Learning Models.

[BibT_eX]

[DOI]

Harlow Huber

Proceedings of the 28th International Conference Information Visualisation, 2024

2023

Full High-Dimensional Intelligible Learning In 2-D Lossless Visualization Space.

[BibT_eX]

[DOI]

Hoang Phan

CoRR, 2023

Explainable Machine Learning for Categorical and Mixed Data with Lossless Visualization.

[BibT_eX]

[DOI]

Elijah McCoy

CoRR, 2023

Parallel Coordinates for Discovery of Interpretable Machine Learning Models.

[BibT_eX]

[DOI]

Dustin Hayes

CoRR, 2023

Interactive Decision Tree Creation and Enhancement with Complete Visualization for Explainable Modeling.

[BibT_eX]

[DOI]

Andrew Dunn

Alex Worland

CoRR, 2023

Visual Knowledge Discovery with General Line Coordinates.

[BibT_eX]

[DOI]

Lincoln Huber

Charles Recaido

CoRR, 2023

General Line Coordinates in 3D.

[BibT_eX]

[DOI]

Joshua Martinez

Proceedings of the 27th International Conference Information Visualisation, 2023

Principal Components in General Line Coordinates for Visualization and Machine Learning.

[BibT_eX]

[DOI]

Brent D. Fegley

Proceedings of the 27th International Conference Information Visualisation, 2023

No-Code Platform for Visual Knowledge Discovering in General Line Coordinates: DV 2.0.

[BibT_eX]

[DOI]

Lincoln Huber

Proceedings of the 27th International Conference Information Visualisation, 2023

Lossless Interpretable Glyphs for Visual Knowledge Discovery in High-Dimensional Data.

[BibT_eX]

[DOI]

Nicholas Cutlip

Proceedings of the 27th International Conference Information Visualisation, 2023

2022

Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2022

Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models.

[BibT_eX]

[DOI]

Alex Worland

Proceedings of the 26th International Conference Information Visualisation, 2022

Interpretable Machine Learning for Self-Service High-Risk Decision-Making.

[BibT_eX]

[DOI]

Charles Recaido

Proceedings of the 26th International Conference Information Visualisation, 2022

Explainable Mixed Data Representation and Lossless Visualization Toolkit for Knowledge Discovery.

[BibT_eX]

[DOI]

Elijah McCoy

Proceedings of the 26th International Conference Information Visualisation, 2022

2021

Non-linear Visual Knowledge Discovery with Elliptic Paired Coordinates.

[BibT_eX]

[DOI]

Rose McDonald

CoRR, 2021

Self-service Data Classification Using Interactive Visualization and Interpretable Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Learning Image Recognition for Non-images.

[BibT_eX]

[DOI]

Divya Chandrika Kalla

Bedant Agarwal

CoRR, 2021

Full interpretable machine learning in 2D with inline coordinates.

[BibT_eX]

[DOI]

Hoang Phan

Proceedings of the 25th International Conference Information Visualisation, 2021

Discovering Interpretable Machine Learning Models in Parallel Coordinates.

[BibT_eX]

[DOI]

Dustin Hayes

Proceedings of the 25th International Conference Information Visualisation, 2021

2020

Survey of explainable machine learning with visual and granular methods beyond quasi-explanations.

[BibT_eX]

[DOI]

Muhammad Aurangzeb Ahmad

Ankur Teredesai

CoRR, 2020

Intelligible Machine Learning and Knowledge Discovery Boosted by Visual Means.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Information Visualisation, 2020

Lossless Visual Knowledge Discovery in High Dimensional Data with Elliptic Paired Coordinates.

[BibT_eX]

[DOI]

Rose McDonald

Proceedings of the 24th International Conference on Information Visualisation, 2020

Solving Non-image Learning Problems by Mapping to Images.

[BibT_eX]

[DOI]

Bedant Agarwal

Divya Chandrika Kalla

Proceedings of the 24th International Conference on Information Visualisation, 2020

2019

Adjustable general line coordinates for visual knowledge discovery in n-D data.

[BibT_eX]

[DOI]

Inf. Vis., 2019

Interpretable Knowledge Discovery Reinforced by Visual Methods.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Visual Knowledge Discovery and Machine Learning

[BibT_eX]

[DOI]

Intelligent Systems Reference Library 144, Springer, ISBN: 978-3-319-73039-4, 2018

Decreasing Occlusion and Increasing Explanation in Interactive Visual Knowledge Discovery.

[BibT_eX]

[DOI]

Abdulrahman Gharawi

Proceedings of the Human Interface and the Management of Information. Interaction, Visualization, and Analytics, 2018

Reversible Data Visualization to Support Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Human Interface and the Management of Information. Interaction, Visualization, and Analytics, 2018

Toward Efficient Automation of Interpretable Machine Learning.

[BibT_eX]

[DOI]

Nathan Neuhaus

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.

[BibT_eX]

[DOI]

Dmytro Dovhalets

Informatics, 2017

Visual knowledge discovery and machine learning for investment strategy.

[BibT_eX]

[DOI]

Antoni Wilinski

Cogn. Syst. Res., 2017

Visual cognitive algorithms for high-dimensional data and super-intelligence challenges.

[BibT_eX]

[DOI]

Cogn. Syst. Res., 2017

Toward virtual data scientist with visual means.

[BibT_eX]

[DOI]

Michael Kovalerchuk

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.

[BibT_eX]

[DOI]

Andrew Smigaj

Proceedings of the Distributed, Ambient and Pervasive Interactions, 2017

2016

Sensor Resource Management: Intelligent Multi-objective Modularized Optimization Methodology and Models.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016

Visual Data Mining in Closed Contour Coordinates.

[BibT_eX]

[DOI]

Proceedings of the Visualization and Data Analysis 2016, 2016

Super-intelligence challenges and lossless visual representation of high-dimensional data.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Comparison of formulations of applied tasks with intervals, fuzzy sets and probability approaches.

[BibT_eX]

[DOI]

Vladik Kreinovich

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Computing with words beyond quantitative words: Incongruity modeling.

[BibT_eX]

[DOI]

Andrew Smigaj

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

Summation of linguistic numbers.

[BibT_eX]

[DOI]

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

Rigorous sensor resource management: Methodology and evolutionary optimization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Visualization and Data Analysis 2014, 2014

Stars advantages vs parallel coordinates: shape perception as visualization reserve.

[BibT_eX]

[DOI]

Proceedings of the Visualization and Data Analysis 2014, 2014

Probabilistic Solution of Zadeh's Test Problems.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Collaborative Lossless Visualization of n-D Data by Collocated Paired Coordinates.

[BibT_eX]

[DOI]

Proceedings of the Cooperative Design, Visualization, and Engineering, 2014

Multidimensional Collaborative Lossless Visualization: Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the Cooperative Design, Visualization, and Engineering, 2014

2013

Quest for rigorous intelligent tutoring systems under uncertainty: Computing with Words and Images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1, 2013

2012

Modelling phenomena and dynamic logic of phenomena.

[BibT_eX]

[DOI]

Gregory R. Wheeler

J. Appl. Non Class. Logics, 2012

2011

Discovering common outcomes of agents' communicative actions in various domains.

[BibT_eX]

[DOI]

Josep Lluís de la Rosa

Knowl. Based Syst., 2011

Assessing plausibility of explanation and meta-explanation in inter-human conflicts.

[BibT_eX]

[DOI]

Josep Lluís de la Rosa

Eng. Appl. Artif. Intell., 2011

Uncertainty modeling for spatial data fusion and mining.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011

Integration of geometric and topological uncertainties for geospatial Data Fusion and Mining.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

2010

Data Mining for Financial Applications.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Visual discovery in multivariate binary data.

[BibT_eX]

[DOI]

Proceedings of the Visualization and Data Analysis, 2010

Probabilistic Dynamic Logic of Phenomena and Cognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Agent-based uncertainty logic network.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

Interpretable Fuzzy Systems: Analysis of T-norm interpretability.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

Explanation Versus Meta-Explanation: What Makes a Case More Convincing.

[BibT_eX]

[DOI]

Josep Lluís de la Rosa

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

2009

Agents' model of uncertainty.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2009

Agents in neural uncertainty.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Fusion and mining spatial data in cyber-physical space with Dynamic Logic of Phenomena.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

Relational methodology for data mining and knowledge discovery.

[BibT_eX]

[DOI]

Evgenii E. Vityaev

Intell. Data Anal., 2008

Symbolic methodology for numeric data mining.

[BibT_eX]

[DOI]

Intell. Data Anal., 2008

Fusion in agent-based uncertainty theory and neural image of uncertainty.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Dynamic logic of phenomena and cognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

An algorithm to stabilize a sequence of thermal brain images.

[BibT_eX]

[DOI]

Joseph Lemley

Alexander M. Gorbach

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Visual Data Mining and Discovery in Multivariate Data Using Monotone n-D Structure.

[BibT_eX]

[DOI]

Alexander Balinsky

Proceedings of the Knowledge Processing and Data Analysis - First International Conference, 2007

Hierarchy of Logics of Irrational and Conflicting Agents.

[BibT_eX]

[DOI]

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2007

Learning Common Outcomes of Communicative Actions Represented by Labeled Graphs.

[BibT_eX]

[DOI]

Sergei O. Kuznetsov

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.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 2007

A Methodology for Automated Vector-to-Image Registration.

[BibT_eX]

[DOI]

Proceedings of the 36th Applied Imagery Pattern Recognition Workshop, 2007

Learning Interaction between Conflicting Human Agents and Their Assistants.

[BibT_eX]

[DOI]

Proceedings of the Interaction Challenges for Intelligent Assistants, 2007

2006

The Logic of Uncertainty with Irrational Agents.

[BibT_eX]

[DOI]

Proceedings of the 2006 Joint Conference on Information Sciences, 2006

Mining the attitudes of conflicting human agents.

[BibT_eX]

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.

[BibT_eX]

[DOI]

Proceedings of the Data Mining, 2006

Mining the Blogosphere for Contributors' Sentiments.

[BibT_eX]

[DOI]

Proceedings of the Computational Approaches to Analyzing Weblogs, 2006

2005

Data Mining for Financial Applications.

[BibT_eX]

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004

Discovery of Empirical Theories Based on the Measurement Theory.

[BibT_eX]

[DOI]

Evgenii E. Vityaev

Minds Mach., 2004

Neural networks for data mining: constrains and open problems.

[BibT_eX]

[DOI]

Razvan Andonie

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

Detecting Patterns of Fraudulent Behavior in Forensic Accounting.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Image Registration and Conflation Based on Structural Characteristics.

[BibT_eX]

William Sumner

James L. Schwing

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

Virtual Experts for Imagery Registration and Conflation.

[BibT_eX]

Artemus Harper

Michael Kovalerchuk

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

Visual Data Mining Using Monotone Boolean Function.

[BibT_eX]

Florian Delizy

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

Computational Efficiency of Structural Image Matching.

[BibT_eX]

Richard Chase

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

2002

Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications

[BibT_eX]

[DOI]

H. Yusupov

CoRR, 2002

2001

Program "Gene Discovery" for Pattern Matching in Promoter Sequences.

[BibT_eX]

Mikhail A. Pozdnyakov

Nikolay A. Kolchanov

Proceedings of the Computer science and biology: Proceedings of the German Conference on Bioinformatics, 2001

2000

The Reliability Issue of Computer-Aided Breast Cancer Diagnosis.

[BibT_eX]

[DOI]

Evangelos Triantaphyllou

James F. Ruiz

Vetle I. Torvik

Comput. Biomed. Res., 2000

1997

Fuzzy logic in computer-aided breast cancer diagnosis: analysis of lobulation.

[BibT_eX]

[DOI]

Evangelos Triantaphyllou

James F. Ruiz

Jane Clayton

Artif. Intell. Medicine, 1997

1996

Interactive Learning of Monotone Boolean Functions.

[BibT_eX]

[DOI]

Evangelos Triantaphyllou

Aniruddha S. Deshpande