Representative Publications (see also http://www.cwu.edu/~Imaglab/pages/pubs.html for Imaging Analysis)

 

Books

Book chapters

Web Publications

Papers

 

 

Books

 

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Kovalerchuk, B, Schwing, J., (eds) Visual and Spatial Analysis: Advances on Data Mining, Reasoning and Problem Solving, Springer, 2005

 

 

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Kovalerchuk, B., Vityaev E. Data Mining in Finance: Advances in Relational and Hybrid methods, Kluwer Academic Publishers, Boston, London, Dordrecht, 2000 Contents

 

 

Computational Intelligence (CI 2009), IASTED Int. Conf. Editor: B. Kovalerchuk, August 17-19, 2009, Honolulu, Hawaii, USA, Acta Press.

Computational Intelligence 2006, IASTED Int. Conf. Editor: B. Kovalerchuk, San Francisco, California, USA, Publication Date: 20-Nov-2006, Hardcopy ISBN: 0-88986-602-3; CD ISBN: 0-88986-603-1, Acta Press

 

Book chapters

 

Kovalerchuk B., Quest for Rigorous Combining Probabilistic and Fuzzy Logic Approaches for Computing with Words, In: R. Seising, E. Trillas, C.Moraga, S.Termini (eds.): On Fuzziness. A Homage to Lotfi A. Zadeh (Studies in Fuzziness and Soft Computing Vol. 216), Berlin, New York: Springer 2013. Vol. 1. pp. 333-344.

 

Kovalerchuk, B.,Delizy, F., Riggs, L., Visual Data Mining and Discovery with Binarized Vectors, in: Data Mining: Foundations and Intelligent Paradigms (2012) 24: 135-156

 

Kovalerchuk, B., Balinsky, A., Visual Data Mining and Discovery in Multivariate Data using Monotone n-D Structure, In: Knowledge Processing and Data Analysis, Wolff, K.E.; Palchunov, D.E.; Zagoruiko, N.G.; Andelfinger, U. (Eds.), Springer, Lecture Notes in Computer Science, 2011, Volume 6581/2011, pp. 297-313, DOI: 10.1007/978-3-642-22140-8_20

 

Resconi, G., Kovalerchuk, B., Agents in Quantum and Neural Uncertainty In: Multi-Agent Applications for Evolutionary Computation and Biologically Inspired Technologies. Shu-Heng Chen, Yasushi Kambayashi (Eds), 2010, IGI Global, Hershey, New York, ISBN: 978-1-60566-898-7, pp 50-76.   

 

Kovalerchuk, B., Vityaev, E., Data Mining for Financial Applications. In: O. Maimon, L. Rokach (Eds.): The Data Mining and Knowledge Discovery Handbook. Springer 2005, pp. 1203-1224. Second edition 2010

 

Resconi, G., Kovalerchuk, B., Agent uncertainty model and quantum mechanics representation, In: Jain L.C., Nguyen N.T. (Eds.): Knowledge Processing and Decision Making in Agent-Based Systems, Springer-Verlag, 2009, pp 217-246.

 

Kovalerchuk, B., Vityaev E., Ruiz J.F., Consistent and Complete Data and "Expert" Mining in Medicine, In: Medical Data Mining and Knowledge Discovery, Springer, 2001, pp. 238-280.

 

Triantaphyllou, E., Kovalerchuk, B., Deshpande, A., Some recent developments of using logical analysis for inferring a Boolean function with few clauses. In: R. Barr, R. Helgason, L. Kennington (Eds.), Interfaces in Computer Science and Operations Research Series, Vol. 7, Kluwer, 1997, pp. 215-236.Abstract.

 

Kovalerchuk, B. Current situation in foundations of fuzzy optimization. In: M. Delgado, J. Kacprzyk, J.‑L. Verdegay and M.A. Vila (Eds.): Fuzzy Optimization: Recent Advances, Studies in Fuzziness, Springer, Heidelberg, NY, 1994, pp.45‑60.

 

Kovalerchuk, B., Triantaphyllou, E., Ruiz, J.F. Monotonicity and logical analysis of data: a mechanism for evaluation of mammographic and clinical data. In: Computer applications to assist radiology, Symposia Foundation, Carlsbad, CA, 1996, pp. 191-196.

 

Kovalerchuk, B. Optimal distribution of n jobs to m partially changeable processors. In: Application of optimization methods in planning and control. (Ed. L.V. Kantorovich), Moscow, 1980, pp. 245‑253 (in Russian).

 

Web Publications

 

Vityaev, E., Kovalerchuk, B., Website Scientific Discovery

Kovalerchuk, B., Vityaev, E., Yusupov, H. Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications. arXiv.org: Computational Engineering, Finance, and Science, cs.CE/0208022, 20 p., 2002

Kovalerchuk, B., Comments on proposed Microsoft OLE DB for Data Mining standard, KDNuggets, 2000

Kovalerchuk, B.,Vityaev, E., Ruiz, J., Integrated consistent and complete expert and data mining, 2003

 

Papers

 

2014

 

Kovalerchuk, B., Visualization of multidimensional data with collocated paired coordinates and general line coordinates,

In: SPIE Visualization and Data Analysis 2014, Proc. SPIE 9017, Paper 90170I, doi: 10.1117/12.2042427, 15 p.

 

Kovalerchuk B.,Grishin, V., Collaborative lossless visualization of n-D data by collocated paired coordinates, CDVE 2014, Seattle, Sept 2014 (in print), 8 p.

Grishin V., Kovalerchuk, B., Multidimensional collaborative lossless visualization: experimental study, CDVE 2014, Seattle, Sept 2014 (in print), 8 p.

Galitsky B., Kovalerchuk B., Improving Web Search Relevance with Learning Structure of Domain Concepts, In: Clusters, Orders, and

Trees: Methods and Applications, Aleskerov, F. Goldengorin, B. Pardalos, P.M. (Eds.)., Springer, 2014 (available June 30, 2014)

pp. 311-363.

 

Grishin V., Kovalerchuk, B., Stars advantages vs, parallel coordinates: shape perception as visualization reserve,

In: SPIE Visualization and Data Analysis 2014, Proc. SPIE 9017, Paper 90170Q, doi: 10.1117/12.2040, 8 p.

 

 

2013

 

Vityaev, E.E.,Perlovsky,L.I.,Kovalerchuk B,Ya,Speransky S.O., Probabilistic dynamic logic of cognition,  Biologically Inspired Cognitive Architectures Journal,  Vol. 6, 2013, pp. 159-168, Elsevier, 2013, Invited Article

 

Kovalerchuk, B., Quest for rigorous intelligent tutoring systems under uncertainty: Computing with Words and Images, In: Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013. pp. 685 - 690, DOI: 10.1109/IFSA-NAFIPS.2013.6608483 

 

Kovalerchuk, B., Correlation of partial frames in video matching, SPIE Proceedings Vol. 8747, Geospatial InfoFusion III, Matthew F. Pellechia; Richard J. Sorensen; Kannappan Palaniappan, Editors, 87470l, pp. 1-12, 2013, Doi: 10.1117/12.2016645

 

Kovalerchuk B., Streltsov S., Best M., Guidance in feature extraction to resolve uncertainty, SPIE Proceedings Vol. 8747, Geospatial InfoFusion III, Matthew F. Pellechia; Richard J. Sorensen; Kannappan Palaniappan, Editors, 12 pages; 874707,  2013, DOI: 10.1117/12.2016509

 

2012

 

B.Kovalerchuk, Overview of the Panel at WCCI-2012, Mathware & Soft Computing Magazine, Vol. 19 n. 2, pp. 28-30, 2012.

 

B. Kovalerchuk, On Rigorous Computing with Words, Mathware & Soft Computing Magazine, Vol. 19 n. 2, pp. 38-40, 2012.

 

B. Kovalerchuk, L. Perlovsky, G.Wheeler, Modeling of Phenomena and Dynamic Logic of Phenomena, Journal of Applied Non-classical Logics, 22(1): 51-82 (2012). http://www.tandfonline.com/doi/abs/10.1080/11663081.2012.682439

 

B.Kovalerchuk, L.Perlovsky, M.Kovalerchuk, Modeling spatial uncertainties in geospatial data fusion and mining, SPIE Proc., 8396-24, pp1-10 (2012).

 

B.Kovalerchuk Fuzzy Logic, Probability, and Measurement: Similarities and Differences in Computing with Words, 2012 IEEE World Congress on Computational Intelligence, Brisbane, Australia. IEEE digital media 2012.

 

2011

 

Kovalerchuk B. Perlovsky L. Uncertainty Modeling for Spatial Data Fusion and Mining, In: Proc. of  2011 IEEE Symposium Series on Computational Intelligence (SSCI), Paris, France, 11 Apr - 15 Apr 2011

 

B. Galitsky, J. Lluis de la Rosa, B. Kovalerchuk: Discovering common outcomes of agents' communicative actions in various domains. Knowl.-Based Syst. 24(2): 210-229 (2011)

 

B.Galitsky, B.Kovalerchuk, J. Lluis de la Rosa: Assessing plausibility of explanation and meta-explanation in inter-human conflicts. Eng. Appl. of AI 24(8): 1472-1486 (2011)

 

Витяев Е.Е., Перловский Л.И., Ковалерчук Б.Я., Сперанский С.О. Вероятностная динамическая логика мышления, Нейроинформатика, 2011, том 5, № 1 (in Russian)

 

2010

 

Kovalerchuk, B., Delizy F., Riggs L., Vityaev E., Visual Discovery in Multivariate Binary Data, SPIE Vol. 7530: SPIE Visualization and Data Analysis 2010, Jinah Park; Ming C. Hao; Pak C. Wong; Chaomei Chen, Editors, 75300B

 

Kovalerchuk B., Resconi., G. Agent-based Uncertainty Logic Network, 2010 IEEE World Congress on Computational Intelligence, Barcelona, Jul 18-23, 2010.

 

Kovalerchuk B., Interpretable Fuzzy Systems: Analysis of T-norm interpretability, 2010 IEEE World Congress on Computational Intelligence, Barcelona, Jul 18-23, 2010).

 

Vityaev, E., Kovalerchuk B., Perlovsky L., Smerdov S., Probabilistic Dynamic Logic of Phenomena and Cognition, 2010 IEEE World Congress on Computational Intelligence, Barcelona, Jul 18-23, 2010.

 

2009

 

Resconi, G., Kovalerchuk, B., Agents` model of uncertainty, Knowledge and Information Systems Journal, Springer London, vol. 18, no. 2, pp. 213-229, Feb 2009, DOI 10.1007/s10115-008-0164-0.

 

Galitsky B, Kovalerchuk B., Characterizing dialogue plausibility by explanation phase space, In Computational Intelligence (CI 2009), IASTED Int. Conf. Editor: B. Kovalerchuk, August 17-19, 2009, Honolulu, Hawaii, USA, Acta Press.

 

Kovalerchuk, B., Modeling ATR processes prior to experimentation to predict ATR system performance, The 12th International Conference on Information Fusion, Seattle, USA, 6-9 July 2009

 

Kovalerchuk B., Perlovsky L., Fusion and Mining Spatial Data in Cyber-physical space with Phenomena Dynamic Logic, In: Proceedings of the 2009 International Joint Conference on Neural Networks Atlanta, Georgia, USA, pp: 2440-2447  

 

Resconi G., Kovalerchuk, B., Agents in Neural Uncertainty, In: Proc. IEEE 2009 International Joint Conference on Neural Networks, Atlanta, GA, June 2009, pp: 2448-2455   http://doi.ieeecomputersociety.org/10.1109/IJCNN.2009.5178930

 

Vityaev E., Kovalerchuk, B., Method for extracting knowledge from experts, In: Information Technology in Social Sciences, Vol. 13, IAET SO RAN, Novosibirsk, Russia, 2009, pp. 75-81 (in Russian)

 

2008

 

Kovalerchuk, B., Vityaev E., Symbolic Methodology for numeric data mining, Intelligent Data Analysis, vol. 12, N 2, 2008, pp. 165-188.

Vityaev E., Kovalerchuk, B., Relational methodology for data mining and knowledge discovery, Intelligent Data Analysis, vol. 12, N 2, 2008, pp. 189-210.

 

Kovalerchuk B., Combining Invariance, Robustness, and Stability in Computer Vision, In: Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging, Feb.13-15, 2008, Innsbruck, Austria, 2008 ACTA Press, Anaheim, CA, 600-803, pp. 267-272.

 

Kovalerchuk B., Perlovsky, L., Dynamic Logic of Phenomena and Cognition, In: The 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), Hong Kong, IEEE 2008, 3529-3536.

 

Resconi, G., Kovalerchuk B., Fusion in Agent-Based Uncertainty Theory and Neural Image of Uncertainty, In: The 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), Hong Kong, IEEE 2008, 3537-3543.

 

Galitsky, B., Kuznetsov, S., Kovalerchuk, B., Argumentation vs Meta-argumentation for the Assessment of Multi-agent Conflict, The Twenty-Third AAAI Conference On Artificial Intelligence (AAAI-08), July 13-17, 2008, Chicago

 

Galitsky B., Kuznetsov S.O., Kovalerchuk B. Argumentation Phase Space of a Multi-agent System. XIth Russian Artificial Intelligence Conference, Dubna, Russia, Sept 29-Oct 3, 2008.

 

Vityaev E., Kovalerchuk B., Fedotov, A., Barakhnin B., Below S., Durdin D., Demin A., Discovery regularities and recognition of anomalous events in the computer network traffic data. Vestnik Novosibisk State University, Information Technology, V. 6 (2), Novosibisk, Russia, 2008, pp. 57-68 (in Russian).

 

2007

 

Zagoruiko, N. G., Gulyaevskii, S. E., Kovalerchuk,B.Ya. Ontology of the Data Mining Subject Domain, Pattern Recognition and Image Analysis Journal, 2007, Vol. 17, No. 3, pp. 349-356. Pleiades Publishing, Ltd.

 

Kovalerchuk B., Visual Knowledge Discovery: from Euclid and Diophantus to Visual Data Mining, In; Proc. Knowledge-Ontologies-Theory Int. Conference, Russian Academy of Sciences, Novosibirsk, Russia, v. pp. 71-72 (in Russian).

 

Doucette, P., Kovalerchuk, B., Brigantic, R., Seedahmed, G., Graff, B., Methodology for automated image-to-vector registration, Proc. IEEE Applied Imagery Pattern Recognition (AIPR) workshop 2007, Washington, DC, Oct 10-12, 2007

 

Kovalerchuk, B., Vityaev E., and Holtfreter, R., Correlation of Complex Evidence in Forensic Accounting Using Data Mining, Journal of Forensic Accounting, 1524-5586 / Vol.VIII (2007), pp. 53-88, 2007, R.T. Edwards, Inc.

 

Resconi G., Kovalerchuk, B., Hierarchy of logics of irrational and conflicting agents, In Nguyen N.T. et al. (2007, Eds): Agent and Multi-agent Systems: Technologies and Applications. Proceedings of KES-AMSTA 2007, Wroclaw, Poland, May 1-6, 2007, Lecture Notes in Artificial Intelligence 4496. Springer, pp. 179-189.

 

Kovalerchuk, B., Perlovsky, L. Modeling Field Theory and Dynamic Logic, In: Proc of IEEE International Conference Integration of Knowledge Intensive Multi-Agent Systems, KIMAS '07, April 29-May 3, 2007, Waltham, Massachusetts

 

Kovalerchuk, B., Resconi G., Logic of Uncertainty and Irrational Agents, In proc of IEEE International Conference Integration of Knowledge Intensive Multi-Agent Systems, KIMAS '07, April 29-May 3, 2007, Waltham, Massachusetts

 

Kovalerchuk, B., Structural and metric correlation of electro-optical and radar generated tracks, SPIE Proc. Vol. 6565-8, April 9-12, 2007.

 

Kovalerchuk, B., Affine invariant and robust image registration/conflation algorithm, SPIE Defense and Security Symposium, Orlando, FL, Proc, Vol., 6568, 6568-05,2007, April 9-12.

 

Galitsky B., Kovalerchuk, B., Learning interaction between conflicting human agents and their assistants, AAAI 2007 Spring Symposium Interaction Challenges for Intelligent Assistants, 26-28 March 2007, Stanford University, CA, USA, AAAI Press, TR SS-07-04,

 

Kovalerchuk, B., Lemley, J., Gorbach, A. , An algorithm to stabilize a sequence of thermal brain images, SPIE Medical Imaging Conference, San Diego, Feb, 17-22, 2007, Proc. SPIE Vol. 6512, 6512-10, 2007.

 

Resconi, G., Kovalerchuk, B., Break of Logic Symmetry in Elkan`s Paradox by Irrational Agents, Eleventh International Conference on Computer Aided Systems Theory, EUROCAST, Feb 12-16, 2007, Las Palmas, Spain.

 

2006

 

Kovalerchuk B., (Editor), Proc. of the Second IASTED International Conference on Computational Intelligence, CI 2006, November 20-22, 2006, San Francisco, California, USA.

Galitsky B., Kovalerchuk, B., Mining the attitudes of conflicting human agents. In: Proc. of the Second IASTED International Conference on Computational Intelligence, CI 2006, November 20-22, 2006, San Francisco, California, USA.

Resconi, G., Kovalerchuk, B., The Logic of Uncertainty with Irrational Agents, Joint International Information Science Conference, Taiwan, Oct, 2006.Atlantis Press, ISBN: 978-90-78677-01-7.

Galitsky B., Kovalerchuk, B., Analyzing attitude in customer emails: a tool for complaint assessment, Proceedings of the SIGIR 2006 Workshop on Directions in Computational Analysis of Stylistics in Text Retrieval, Part of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, WA.,, USA, August 10, 2006, pp. 17-36.

Kovalerchuk, B., Kamatkova, Yu., and Doucette, P., Overcoming the combined effect of geometric distortion and object change in image registration and conflation, Proc. SPIE Vol. 6233-Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery, 62331S (May. 4, 2006)

Kovalerchuk. B., Kovalerchuk, M., Sumner W., Robust and affine Invariant Image Fusion: Algorithm and ARCGIS Plug-In, In Proc. of ASPRS annual conference, 2006, Reno, NE, May 2006.

Galitsky B., Kovalerchuk, B., Mining the blogosphere for contributor`s sentiments, In Proc. of AAAI 2006 Spring Symposium on Computational Approaches to Analyzing Weblogs, March 27-29, 2006, Stanford University, CA, USA.

 

2005

 

B. Kovalerchuk, M. Kovalerchuk, W. Sumner, and A. Haase, Image Conflation and Change Detection Using Area Ratios, SPIE Defense and Security Symposium, Orlando, FL, 28 March-1April 2005

B. Kovalerchuk and R. Chase, Image Analysis Method for Overcoming Source Distortion Using Algebraic Invariant Methods, In: SPIE Proceedings Vol. 5806, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XI, Sylvia S. Shen; Paul E. Lewis, Editors, 2005, pp.371-381.

B. Kovalerchuk, M. Kovalerchuk, W. Sumner, and A. Haase, Image Conflation and Change Detection Using Area Ratios, In: SPIE Defense and Security Symposium, Orlando, FL, 28 March- 1April 2005,

M. Kovalerchuk and B. Kovalerchuk: ASPRS 2005, Algorithm for Image Integration Invariant to Disproportional Scaling, In: ASPRS Annual Conference, Baltimore, Maryland March 7-11, 2005

B. Kovalerchuk , W. Sumner, and R. Chase , "Analysis of Vector and Raster Image Integration with Disproportional Scaling", ASPRS 2005 Annual Conference Baltimore, Maryland March 7-11, 2005

B. Kovalerchuk, A. Harper, and M. Kovalerchuk, Design of Virtual Experts for Imagery Registration and Conflation, ASPRS 2005 Annual Conference Baltimore, Maryland March 7-11, 2005

G. He, B. Kovalerchuk, and T. Mroz, "Multilevel Analytical and Visual Decision Framework for Imagery Registration and Conflation", ASPRS 2005 Annual Conference Baltimore, Maryland March 7-11, 2005

Vityaev, E., Kovalerchuk, B., Relational Methodology for Data Mining and Knowledge Discovery. DEXA Workshops 2005, Copenhagen, pp. 725-729.

 

2004

 

B. Kovalerchuk , W. Sumner, M. Curtiss, M. Kovalerchuk, and R. Chase, Matching Image Feature Structures Using Shoulder Analysis Method, In: Algorithms and technologies for multispectral, hyperspectral and ultraspectral imagery IX. Vol. 5425, International SPIE Military and Aerospace Symposium, AEROSENSE, Orlando, FL, April 12-15, 2004, pp. 508-519

E. Vityaev, B. Kovalerchuk, Empirical Theories Discovery based on the Measurement Theory. Mind and Machine, v.14, #4, 551-573, 2004

Kovalerchuk, B., Vityaev E., Data mining in finance: from extremes to realism, Journal of Financial Transformation, 2004,

Andonie, R. Kovalerchuk, B. Neural Networks for Data Mining: Constrains and Open Problems, Proceedings of the 12th European Symposium on Artificial Neural Networks (ESANN 2004), M. Verleysen (ed.), Bruges, Belgium, April 28-30, 2004, 449-458.

 

2003

 

Kovalerchuk, B., Context Space as a link between probability and non-classic uncertainty reasoning. In: Probabilistic ideas in science and philosophy, Conf. proc., Russian Academy of Sciences, Novosibirsk, Russia, Sept. 2003, pp. 95-99.

Kovalerchuk B., Sumner W., Algebraic relational approach to conflating images, In: Algorithms and technologies for multispectral, hyperspectral and ultraspectral imagery IX. Vol. 5093, International SPIE military and aerospace symposium, AEROSENSE, Orlando, FL., April 21-25, 2003, pp. 621-630.

Chase R., Kovalerchuk B., Computational Efficiency of Structural Image Matching In: Proceedings of International Conference on Imaging Science, Systems, and Technology (CISST'2003, June 23-26), Las Vegas, pp. 253-259, 2003.

Kovalerchuk B., Harper, A., Kovalerchuk, M., Virtual Experts for Imagery Registration and Conflation. In: Proceedings of International Conference on Imaging Science, Systems, and Technology (CISST'2003, June 23-26, Las Vegas, pp. 260-266, 2003.

Delizy F., Kovalerchuk B., Visual data Mining using monotone Boolean functions. In: Proceedings of International Conference on Imaging Science, Systems, and Technology (CISST'2003, June 23-26), Las Vegas, pp. 267-273, 2003.

Kovalerchuk B., Sumner W., Schwing J., Image registration and conflation based on structural characteristics, In Proceedings of International Conference on Imaging Science, Systems, and Technology (CISST'2003, June 23-26, 2002), Las Vegas, pp. 239-245, 2003.

Kovalerchuk, B., Vityaev, E., Detecting patterns of fraudulent behavior in forensic accounting, In Proc. of the Seventh International Conference Knowledge-based Intelligent Information and Engineering on Systems, Oxford, UK, Sept, 2003, part 1, pp. 502-509.

 

2002

 

Kovalerchuk, B., Relational Text Mining and Visualization, In: Knowledge-Based Intelligent Information Engineering Systems and Allied Technologies, KES 2002. Eds. E. Damiani, R. Howlett, L. Jain, N. Ichalkaranje, IOS Press, Amsterdam, 2002, part 2, pp. 1549-1554.

Kovalerchuk, B., Schwing J., Algebraic relational approach for geospatial feature correlation, In: Proceedings of International Conference on Imaging Science, Systems, and Technology (CISST'2002, June 24-27, 2002), Las Vegas, pp. 115-121, 2002.

Vityaev, E., Kovalerchuk, B. Inverse Visualization in Data Mining In: Proceedings of the International Conference on Imaging Science, Systems, and Technology, Eds.: H. R. Arabnia, Youngsong Mun, Las Vegas, Nevada, USA, June 24-27, 2002, CSREA Press, v.1, 133-138

Vityaev E.E., OrlovYu.L., Vishnevsky O.V., Kovalerchuk B.Ya., Belenok A.S., Podkolodnii N.L., Kolchanov N.A. Knowledge Discovery for Gene Regulatory Regions Analysis, In: Knowledge-Based Intelligent Information Engineering Systems and Allied Technologies, KES 2002. Eds. E.Damiani, R. Howlett, L.Jain, N. Ichalkaranje, IOS Press, Amsterdam, 2002, part 1, pp. 487-491.

 

2001

 

Kovalerchuk, B., Visualization and Decision-Making using Structural Information, In: Proceedings of International Conference on Imaging Science, Systems, and Technology (CISST'2001, June 25-28, 2001), Las Vegas, pp. 478-484.

Kovalerchuk, B., Schwing J., Mathematical support for combining geospatial data, In: Proceedings of International Conference on Imaging Science, Systems, and Technology (CISST'2001, June 25-28, 2001), Las Vegas, pp. 485-491.

Vityaev E.E., OrlovYu.L., Vishnevsky O.V., Kovalerchuk B.Ya., Belenok A.S., Podkolodnii N.L., Kolchanov N.A. Computer system "Gene Discovery" for functional annotation of DNA sequences. In: ECML'2001 Workshop Machine Learning as Philosophy of Science, Eds. K.B. Korb, H. Bensusan, Freiburg, Sept., 2001. p.2-11.

Bichindaritz I., Kovalerchuk B., An Image Analysis Memory for Imagery Decision Support, CISST , Las Vegas, NV, 2001, pp. 473-477.

 

2000

 

Kovalerchuk, B., Book review: Safe and Sound, AI in hazardous applications by John Fox and Subrata Das, MIT Press, 2000 MIT Press. IEEE Engineering in Medicine and Biology, v. 20. n. 1, 2001, pp. 136-137.

Kovalerchuk B., Vityaev E., Ruiz J. Consistent knowledge discovery in medical diagnosis, IEEE Engineering in Medicine and Biology, (Special issue on Data Mining and Knowledge Discovery), v. 19, n. 4, pp. 26-37, 2000.

Kovalerchuk B., Triantaphyllou E., Ruiz J., Torvik, V., Vityaev, E. The reliability issue of Computer-Aided Breast cancer Diagnosis, Computers and Biomedical Research, v. 33, pp. 296-313, 2000. Abstract

Kovalerchuk, B., Todd C., Henderson D. Testing Neural Networks Using the Complete Round Robin Method, Proc. 5th Joint Conference on Information Sciences, February 27-March 3, 2000, Atlantic City, NJ, Association of Intelligent Machinery, vol. 1, pp.823-827, 2000. Short version. Abstract. Presentation ppt file.

 

1999

 

Kovalerchuk, B., Vityaev E., Comparison of relational methods and attribute-based methods for data mining in intelligent systems, 1999 IEEE Int. Symposium on Intelligent Control/Intelligent Systems, Cambridge, Mass, 1999. pp. 162-166. Working version: Comparison of relational methods, attribute-based methods and hybrid methods in Data Mining

 

1998

 

Kovalerchuk, B., Vityaev E. Discovering Law-like Regularities in Financial Time Series, Journal of Computational Intelligence in Finance, Vol.6, No.3, pp.12-26, 1998.

Kovalerchuk B., Vityaev E. Inductive Logic Programming for Discovering Financial Regularities, Workshop Data Mining in Finance, KDD 98, NY, 1998.

Kovalerchuk B., Conner N., Ruiz J., Clayton J. Fuzzy logic for formalization of breast imaging lexicon and feature extraction. 4th Workshop on Digital Mammography, Nijmegen, Netherlands, 1998.

Kovalerchuk, B., Ruiz J.F., Vityaev E., Fisher S. Prototype Internet consultation system for radiologists Journal of Digital Imaging, vol. 11, n 3, Suppl., 1998, pp.22-26. Abstract.

Kovalerchuk B., Kovalerchuk N. Object-Oriented Design and Multiresolution in Intelligent Control. Proceedings of the 1998 IEEE International Symposium on Intelligent Control (ISIC), IEEE, 1998, pp.120-125.

 

1997

 

Kovalerchuk, B., Triantaphyllou, E., Ruiz J., Clayton J. Fuzzy Logic in Computer-Aided Breast Cancer Diagnosis: Analysis of Lobulation, Artificial Intelligence in Medicine, No. 11, pp. 75-85, 1997.

Kovalerchuk, B., Vityaev, E., Ruiz J. Design of Consistent System for Radiologists to Support Breast Cancer Diagnosis. Proc. of Joint International Conf. of Information Sciences, March 1-5, 1997, Research Triangle Park, NC, Duke University, 1997, Vol. 2, pp.118-121. Presentation ppt. Presentation html.

Triantaphyllou, E., Kovalerchuk, B., Mann, L., Knapp G., Determining the most important criteria in maintenance decision making, Journal of quality in maintenance engineering, v. 3, n.1,1997, pp. 16-28.

 

1996

 

Kovalerchuk, B. Context spaces as necessary frames for correct approximate reasoning. International Journal of General Systems, v.25, n 1, 1996, pp. 61-80.

Kovalerchuk, B., Vityaev, E., Triantaphyllou, E. How can AI procedures become more effective for Manufacturing? In: Proc. of Workshop "Artificial Intelligence and Manufacturing", Sandia National Laboratories, AAAI Press, 1996, pp. 103-111.

Vityaev, E., Kovalerchuk, B., Logical data analysis of structural objects. The Fourth International Conference on Computational Biology: Intelligent Systems for Molecular Biology '96, June 12-15, 1996, St. Louis, Missouri.

Kovalerchuk, B., Triantaphyllou, E., Despande, A.S., and Vityaev, E. Interactive Learning of Monotone Boolean Functions, Information Sciences, Vol. 94, issue 1 4, 1996, pp. 87 118.

Kovalerchuk, B., Triantaphyllou, E., Ruiz J.F. and Clayton, J. Fuzzy logic in digital mammography: analysis of lobulation, Fifth IEEE International Conference on Fuzzy Systems, New Orleans, September 1996, pp. 1726-1731. Abstract.

Kovalerchuk, B. Second interpolation for fuzzy control, Fifth IEEE International Conference on Fuzzy Systems, New Orleans, September 1996, pp.150-155.

 

1995 and before

 

Kovalerchuk, B., Triantaphyllou, E., Vityaev, E. Monotone Boolean Function Learning Technique Integrated with user interaction. In: Proc. of 12th International conf. on Machine Learning, Workshop "Learning from Examples", Tahoe City, USA, 1995, pp. 41 48. Postscript, Abstract. Short version

Kovalerchuk, B., Klir, G. Linguistic context spaces and modal logic for approximate reasoning and fuzzy probability comparison. In: Proc. of Third International Symposium on Uncertainty Modeling and Analysis and NAFIPS' 95, College Park, Maryland, 1995, IEEE Computer Society Press, 1995, pp.A23 A28. Abstract

Kovalerchuk, B., Advantages of Exact Complete Context for Fuzzy Control. International Joint Conference on Information Science, Duke University (USA), November 13-16, 1994, pp.448-449.

Kovalerchuk, B., Spaces of Linguistic Contexts: Concepts and Examples. Second European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, September 20-23, 1994, pp. 345-349.

Kovalerchuk, B., et al. Comparison of interpolations in fuzzy control. 2nd IFAC Workshop on Computer Software Structures Integrating AI/KBS Systems in Process Control, Lund, Sweden,1994, pp. 76-81.

Kovalerchuk, B., Interpretation for Fuzzy Rules in Expert Systems and Control Systems. First Workshop on Fuzzy Based Expert Systems, Sofia, Bulgaria,1994, pp.81-82.

Kovalerchuk, B., Berezin, S., Context for definition of fuzzy operations. First European Congress on Fuzzy and Intelligent Technologies, Aachen, 1993, pp. 1531-1536.

Kovalerchuk, B., Talianski, V. Comparison of empirical and computed values of fuzzy conjunction. Fuzzy sets and systems, v. 46, 1992, pp. 49 53

Kovalerchuk, B. Yusupov, H., Why are believe functions effective? Consideration of examples. Cybernetics and Systems Research'92, Vol 1., World Scientific, 1992, pp.511-516.

Kovalerchuk, B., Shapiro, D., On the relation of the probability theory and the fuzzy sets foundations. Computers and Artificial Intelligence, v.7, 1988, pp. 385-396.