Representative Publications (see also http://www.cwu.edu/~Imaglab/pages/pubs.html for Imaging Analysis)
Books
Kovalerchuk, B,
Schwing, J., (eds) Visual and Spatial Analysis: Advances on Data Mining, Reasoning and
Problem Solving,
Springer, 2005
Kovalerchuk,
B., Vityaev E. Data
Mining in Finance: Advances
in Relational and Hybrid methods, Kluwer
Academic Publishers,
Book chapters
Resconi,
G., Kovalerchuk, B., Agent uncertainty model and
quantum mechanics representation, Nguyen N.T., Jain L.C. (2008, Eds): Intelligent Agents in the Evolution of Web and
Applications. Springer-Verlag (submitted).
Kovalerchuk,
B., Vityaev, E., Data Mining for Financial Applications. In:
Kovalerchuk, B., Vityaev E.,
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:
Kovalerchuk,
B., Triantaphyllou, E.,
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),
Web Publications
Vityaev, E., Kovalerchuk, B., Website Scientific Discovery, 2003, http://server.math.nsc.ru/LBRT/logic/vityaev/index.html
Kovalerchuk, B., Vityaev, E.,
Kovalerchuk, B., Vityaev, E., Yusupov, H. Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications. Abstract. arXiv.org: Computational Engineering, Finance, and Science, cs.CE/0208022, 20 p. 2002.
Kovalerchuk, B., Vityaev, E., Website Data mining in
finance, 2000
Kovalerchuk, B., Comments
on proposed Microsoft OLE DB for Data Mining standard, KDNuggets,
2000
Papers
(see also http://www.cwu.edu/~Imaglab/pages/pubs.html for Imaging Analysis only)
2008
Kovalerchuk, B., Doucette P., Seedahmed
G., Brigantic R., Kovalerchuk, M., and Graff B., Automated vector-to-raster image registration ,
Proc. SPIE 6966, 69660W (2008)
Kovalerchuk. B., Combining Invariance,
Robustness, and Stability in Computer Vision, In: Proceedings of the Tenth
IASTED International Conference on Computer Graphics and Imaging, held February
13 – 15, 2008 in Innsbruck, Austria, 2008 ACTA Press, Anaheim, CA,
600-803, pp. 267-272
Germano Resconi, Boris Kovalerchuk, Agents’ model of
uncertainty, Knowledge and Information Systems Journal (in print).
Boris Galitsky,
Sergei O. Kuznetsov, and Boris Kovalerchuk, 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,
Kovalerchuk B.,Perlovsky,
L., Dynamic Logic of Phenomena and Cognition, In: The 2008 IEEE World Congress on Computational Intelligence (WCCI
2008),
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),
Boris Kovalerchuk, Alexander Balinsky, Visual
Data Mining and Discovery in Multivariate Data using Monotone n-D Structure,
In: Data Analysis and Knowledge
Processing, Lecture Notes in Artificial Intelligence, Springer (submitted)
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
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,
Boris Kovalerchuk, Evgenii Vityaev and Robert
Holtfreter, 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,
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,
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 Elkanīs 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,
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 - 1
April 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 - 1 April 2005,
M. Kovalerchuk and B. Kovalerchuk: ASPRS 2005, Algorithm for Image
Integration Invariant to Disproportional Scaling, In: ASPRS Annual Conference,
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
G. He, B. Kovalerchuk, and T. Mroz, "Multilevel Analytical and
Visual Decision Framework for Imagery Registration and Conflation", ASPRS 2005
Annual Conference
Vityaev,
E., Kovalerchuk, B., Relational Methodology for Data Mining and Knowledge
Discovery. DEXA
Workshops 2005,
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,
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.),
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., 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. Abstract. Workshop report.
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,
Kovalerchuk,
B., et al. Comparison of interpolations in fuzzy control. 2nd IFAC Workshop on
Computer Software Structures Integrating AI/KBS Systems in Process Control,
Kovalerchuk,
B., Interpretation for Fuzzy Rules in Expert Systems and Control Systems. First
Workshop on Fuzzy Based Expert Systems,
Kovalerchuk,
B., Berezin, S., Context for definition of fuzzy
operations. First European Congress on Fuzzy and Intelligent Technologies,
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.
