journal papers
Z. Li, and M. Reformat, A Schema for Ontology-based Concept Definition and Identification, International Journal of Computer Applications in Technology, (accepted October 2009).
R. Yager, M. Reformat, G. Gumrah, Web PET: An On-Line Tool for Lexicographically Choosing Purchases by Combining User Preferences and Customer Reviews, IEEE Intelligent Systems, (accepted June 2009).
Y.Li, P. Muslek, M. Reformat, Loren Wyard-Scott: Identification of Pleonastic It Using the Web, Journal on Artificial Intelligence Research, Vol. 34, No. 1, January 2009, pages 339-389.
M. Reformat, and C. Ly, Ontological Approach to Development of Computing with Words based Systems, International Journal on Approximate Reasoning, Vol. 50, No. 1, January 2009, pages 72-91.
M. Reformat, R. Yager, and Z. Li, Ontology Enhanced Concept Hierarchies for Text Identification, Interna- tional Journal on Semantic Web and Information Systems, July-September 2008, pages 16-43.
M. Reformat, and R.R. Yager, Building Ensemble Classifiers using Belief Functions and OWA Operators, Soft Computing, Vol. 12, No. 6, April 2008, pages 543-558.
G. Jarillo, W. Pedrycz, and M. Reformat, Aggregation of Classifiers Based on Image Transformations in Biometric Face Recognition, Machine Vision and Applications, Vol. 19, No. 2, March 2008, pages 125-140.
S. K. Golmohammadi diction of Cell Membrane Protein Types, International Journal of Hybrid Information Technology, Vol. 1, No. 1, January 2008, pages 95-109.
R. Rak, L, Kurgan, and M. Reformat, A Tree-projection-based Algorithm for Multi-label Recurrent-item Associative-Classification Rule Generation, Data Knowledge and Engineering, Vol. 64, No. 1, January 2008, pages 171-197.
M. Reformat, C. Xinwei, and J. Miller, On the possibilities of (pseudo-) software cloning from external interactions, Soft Computing, Vol. 12, No. 1, August 2007, pages 29-49.
P. Li, J. Miller, and M. Reformat, Practical Approach to Testing GUI, Empirical Software Engineering, Vol. 12, No. 4, August 2007, pages 331-357.
M. Xiao, M. El-Attar, M. Reformat, and J.Miller, Empirical Studies on Using Optimization Techniques to Generate Test-Data, Empirical Software Engineering, Vol. 12, No. 2, April 2007, pages 183-239.
R. Rak, L, Kurgan, and M. Reformat, xGENIA: A comprehensive OWL ontology based on the GENIA corpus, Bioinformation, Vol. 1, No. 9, March 2007, pages 360-362.
R. Rak, L, Kurgan,and M. Reformat, Multilabel Associative Classification Categorization of MEDLINE articles into MeSH keywords, IEEE Engineering in Medicine and Biology Magazine, Vol. 26, No. 2, March-April 2007, pages 47-55.
G. Jarillo, W. Pedrycz, M. Reformat, and K.-C. Kwak, Deterioration of Visual Information in Face Classification using Eignefaces and Fisherfaces, Machine Vision and Applications, Vol. 17, No. 1, April 2006, pages 68-82.
J.Miller, M. Reformat, and H. Zhang, Automatic Test Data Generation using Genetic Algorithm and Program Dependence Graphs, Information and Software Technology, Vol. 48, 2006, pages 586-605.
W. Stach, L. Kurgan, W. Pedrycz, M. Reformat, Genetic Learning of Fuzzy Cognitive Maps, Fuzzy Sets and Systems, Vol. 153, August 2005, pages 371-401.
M. Parnaprajna, M. Reformat, and W. Pedrycz, Genetic Algorithms for Hardware-Software Partitioning and Optimal Resource Allocation, Journal of System Architecture, published on-line December 8th, 2006; Vol. 53, No. 7, July 2007, pages 339-354.
A. Pedrycz, and M. Reformat, Hierarchical FCM in a Stepwise Discovery of Structures in Data, Journal of Soft Computing, Vol. 10, No. 3, February 2006, pages 244-256.
W. Stach, L. Kurgan, W. Pedrycz, and M. Reformat, Learning Fuzzy Cognitive Maps with arbitrary precision using genetic algorithm approach, Electronics Letters, Vol 40, No.24, 25th November 2005, pages 1519-1520.
W. Pedrycz, M. Reformat, and K. Li, OR/AND Neurons in the Development of Interpretable Logic Models, IEEE Transactions on Neural Networks, Vol 17, No.3, May 2006, pages 636-658.
P. Musilek, A. Lau, M. Reformat, and L. Wyard-Scott, Immune Programming, Information Sciences, Vol. 176, No. 8, 2006, pages 972-1002.
M. Reformat, A Fuzzy-based Meta-model System for Reasoning about the Number of Software Defects, International Journal of Intelligent Systems, Vol. 20, No. 11, November 2005, pages 1093-1115.
W. Pedrycz, and M. Reformat, Genetically Optimized Logic Models, Fuzzy Sets and Systems, Vol. 50, No. 2, March 2005, pages 351-371.
W. Pedrycz, M. Reformat, and C-W. Han, Cascade Architectures of Fuzzy Neural Networks, Fuzzy Optimization and Decision Making, Vol. 3, No. 1, March 2004, pages 5-37.
M. Reformat, W. Pedrycz, and N. Pizzi, Building a Software Experience Factory using Granular-based Models, a special issue of Fuzzy Sets and Systems on Computational Intelligence and Software Engineering, Vol. 145, No. 1, July 2004, pages 111-139.
W. Pedrycz, and M. Reformat, Evolutionary Fuzzy Modeling, IEEE Transactions on Fuzzy Systems, Vol. 11, No. 5, October 2003, pages 652-665.
M. Reformat, W. Pedrycz, and N. Pizzi, Software Quality Analysis with the use of Computational Intelligence, a special issue of Information and Software Technology on Computational Intelligence in Software Engineering, Vol.45, No.7, May 2003, pages 405-418.
W. Ziomek, M. Reformat, and E. Kuffel, Application of Genetic Algorithms to Pattern Recognition of Defects in GIS, IEEE Transactions on Dielectrics and Electrical Insulation, Vol.7, 2000, pages 161-168.
M. Reformat, E. Kuffel, D. Woodford, and W. Pedrycz, Application of Genetic Algorithms for Control Design in Power Systems, IEE Proceedings - Generation, Transmission and Distribution, Vol.25, No.4, July 1998, pages 345-354.
W. Pedrycz, and M. Reformat, Role-Based Models of Multivariable Functions, Fuzzy Sets and Systems, Vol.90, No.3, September 16, 1997, pages 235-254.
W. Pedrycz, and M. Reformat, Role-Based Modeling of Nonlinear Relationships, IEEE Transactions on Fuzzy Systems, Vol.5, No.2, May 1997, pages 256-269.
refereed conference papers
M. Reformat and S. K. Golmohammadi, Updating User Profile using Ontology-based Semantic Similarity, IEEE International Conference on Fuzzy Systems, FUZZ-IEEE09, Jeju Island, Korea, August 20-24 2009.
Z. Li, R.R. Yager and M. Reformat, Identification of Web Information using Concept Hierarchies and On- line Updates of Concept Importance, 2009 International Fuzzy Association Society (IFSA) World Congress, Lisbon, Portugal, July 20-24 2009.
S. K. Golmohammadi, M. Reformat, and W. Pedrycz, Fuzziness in the Semantic Web: Survey and Future Directions, 20th International Conference on Software Engineering and Knowledge Engineering, SEKE'08, San Francisco, USA, July 1-3 2008.
M. Reformat, A. Pedrycz, and J. Szymanski, Intelligent Data Analysis of Operational Conditions of Earth Moving Machinery, 16th International Symposium on Mine Planning and Equipment Selection, MPES 2007, Bangkok, Thailand, December 11-13, 2007.
S. K. Golmohammadi, L. Kurgan, B. Crowley, and M. Reformat, Classification of Cell Membrane Proteins, Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies- FBIT 2007, Jeju Island, Korea, October 11-13, 2007.
Z. Li, and M. Reformat, A practical method for the software fault-prediction, 2007 IEEE International Conference on Information Reuse and Integration (IRI), Las Vegas, USA, August 13-15, 2007.
M. Reformat , Mathematical Framework for Generalization and Instantiation of Knowledge, 2nd International Conference on Software and Data Technologies, Barcelona, Spain, July 22-25, 2007.
M. Reformat , A. Kappor, and N. Pizzi, Software Maintenance: Similarity and Inclusion of Rules in Knowledge Discovery, 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Washington D.C., November 13-15, 2006.
M. Reformat , and C. Ly, Ontology-enhanced Computing with Words, 25th NAFIPS International Conference, Montreal, Canada, June 3-6, 2006.
M. Reformat , Protoforms and Category Theory, 25th NAFIPS International Conference, Montreal, Canada, June 3-6, 2006.
R. Rak, L, Kurgan,and M. Reformat, Multi-label Associative Classification of Medical Documents from MEDLINE , 4th International Conference on Machine Learning and Applications, ICMLA, Los Angeles, USA, December 15-17, 2005.
P. Musilek, M. Reformat, Y. Li, and C. Ly, Fuzzy Reasoning with Ontology: Towards Truly Automatic Semantic Web Service Consumption, Int. Workshop on Rough Sets and Soft Computing in Intelligent Agent and Web Technologies, Paris, France, September 19, 2005.
M. Reformat , and E. Igbide, Isolation of Software Defects: Extracting Knowledge with Confidence, 2005 IEEE International Conference on Information Reuse and Integration (IRI), Las Vegas, USA, August 15-17, 2005.
A. Pedrycz, and M. Reformat, A Hierarchy of FCM-Generated Clusters, 11th International Fuzzy Systems Association World Congress (IFSA 2005), Beijing, China, July 28-31, 2005.
W. Stach, L. Kurgan, W. Pedrycz, and M. Reformat, Evolutionary Development of Fuzzy Cognitive Map, FUZZIEEE 2005: IEEE International Conference on Fuzzy Systems, Reno (Nevada), USA, May 22-25, 2005.
M. Reformat , M. Musilek, V. Wu, and N. Pizzi, Human Perception of Software Complexity: Knowledge Discovery from Software Data, 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Boca Raton, Florida, November 15-17, 2004.
R. Li, and M. Reformat, Collaborative Ontology Enterprise Planning, 11th ISPE International Conference on Concurrent Engineering, Beijing, China, July 26-30, 2004.
M. Reformat , R. Li, and C. Ly, Approximate Reasoning and Semantic Web Services, 23rd NAFIPS International Conference "Fuzzy Sets in The Hearth of The Canadian Rockies", Banff, Canada, June 27-30, 2004.
W. Stach, L. Kurgan, W. Pedrycz, and M. Reformat, Parallel Fuzzy Cognitive Maps as a Tool for Modeling Software Development Projects, 23rd NAFIPS International Conference "Fuzzy Sets in The Hearth of The Canadian Rockies", Banff, Canada, June 27-30, 2004.
M. Parnaprajna, M. Reformat, and W. Pedrycz, Genetic Algorithms in Hardware-Software Partitioning, 2004 International Conference on Engineering of Reconfigurable Systems and Algorithms, Las Vegas, Nevada, June 21-24, 2004.
M. Reformat , X. Chai, and J. Miller, Experiments in automatic programming for general purposes, 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Sacramento, California, November 3-5, 2003.
M. Reformat , and V. Wu, Analysis of Software Maintenance Data Using Multi-Technique Approach, 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Sacramento, California, November 3-5, 2003.
G. Karnik, M. Reformat, and W. Pedrycz, Autonomous Genetic Machine, Canadian Conference of Electrical and Computer Engineering 2002, Winnipeg, Canada, May 12-15, 2002.
W. Pedrycz, and M. Reformat, Evolutionary Optimization of Logic-Oriented Systems, Genetic and Evolutionary Computation Conference GECCO 2001, San Francisco, California, July 7-11, 2001.
W. Pedrycz, G. Succi, M. Reformat, P. Musilek, and X. Bai, Self-organizing Maps as a Tool for Software Analysis, Canadian Conference of Electrical and Computer Engineering 2001, Toronto, Canada, May 12-15, 2001.
W. Pedrycz, G. Succi, M. Reformat, P. Musilek, and X. Bai, Expressing Similarity in Software Engineering, in the Proceedings of the 2nd International Workshop on Soft Computing Applied to Software Engineering, Enschede, The Netherlands, February 8-9, 2001.
P. Musilek, W. Pedrycz, G. Succi, M. Reformat, and N. Sun, Interactive Simulation of a Fuzzy Model for Software Cost Estimation, in the Proceedings of the 2001 International Conference on Simulation and Multimedia in Engineering Education, Phoenix, Arizona, January 7-11, 2001.
previous work
A.Gole, M.Reformat Topology and Control of STATCOM Devices in Power System, Seminar on Power Electronics Applications to Power Systems, Bangalore, India, August 26-27, 1999.
D.Woodford, Wang,X., M.Reformat and A.Gole, Enhancement of Power System Stability with Synchronous DC Link, CIGRE Symposia Power System Issues in Rapidly Industrialising Countries, Kuala Lumpur, Malaysia, September 20-24, 1999.
K.Wilkosz, M.Sobierajski, W.T.Kwasnicki and M.Reformat, Comparative Analysis of Field and Simulation Experiments on an Asynchronous Motor, Proceedings of International Conference on Power Systems Transients IPST99, Budapest, Hungary, June 20-24, 1999, pp.271-276
M.Reformat, D.Woodford, R.Wachal and N.J.Tarko, Non-linear Load Modeling for Simulations in Time Domain, Proceedings of 8th International Conference on Harmonics and Quality of Power, , Athens, Greece, October 14-16, 1998, pp.506-510.
M.Reformat, E.Kuffel, D.Woodford, W.Pedrycz, Genetic Algorithms in Optimal Control Design of Complex Systems: Power System Application, in Proceedings of `International Workshop on Soft Computing in Industry '96', Muroran, Hokkaido, Japan, April 27-28, 1996, pp.178-184.
T.Kokowski, M.Reformat, M.Stroinski, Management of Computer and Telecommunication Networks Using ISO Standards, National Telecommunication Symposium, Bydgoszcz, Poland, September 1992 (in Polish).
T.Kokowski, M.Reformat, M.Stroinski, W.Wieczerzycki, Application of Object Oriented Data Bases for Computer and Telecommunication Networks Management, National Telecommunication Symposium, Bydgoszcz, Poland, September 1992 (in Polish).
T.Kokowski, M.Reformat, M.Stroinski, Performance of NetBIOS Implementations, Proceedings of "Computer Networks '91" Conference, Wroclaw, Poland, June 1991.
T.Kokowski, M.Reformat, M.Stroinski, Token Ring as Medium for MAP/TOP Networks, Proceedings of International Seminar on Measurement Systems and Networks, Gliwice, Poland, November 1990.
J.Berg, M.Reformat, Development of a Transmission Line Model for Power Transformer Windings to Simulate Voltage Distribution Using EMTDC, HVDC Research Center report, project no. E4.180, December 1994.
M.Stroinski, M.Reformat, Novell Approach to Design of Management Applications in OSI-based Management Environment, report no. R-92/55, Institute of Computing Science, Technical University of Poznan, Poland 1992.
M.Reformat, M.Stroinski, Management of Heterogeneous Systems in Computer Networks, presentation on `Workshop on Object-Oriented and Heterogeneous Systems', Gissen, Germany, April 1992; also report no. R-92/54, Institute of Computing Science, Technical University of Poznan, Poland 1992.
T.Kokowski, M.Reformat, Object-oriented Specification and Implementation of Management Information Base for a Computer Network, presentation on `Workshop on Object-Oriented and Heterogeneous Systems', Gissen, Germany, April 1992; also report no. R-92/57, Institute of Computing Science, Technical University of Poznan, Poland 1992.
T.Kokowski, M.Reformat, M.Stroinski, Systems Management Functions in ISO/OSI Reference Model, report no. R-91/26a, Institute of Computing Science, Technical University of Poznan, Poland, December 1991 (in Polish).
W.Cellary, T.Kokowski, M.Reformat, M.Stroinski, Application of Object Oriented Data Bases for Computer Networks Management, report no. R-91/25, Institute of Computing Science, Technical University of Poznan, Poland, November 1991 (in Polish).
T.Kokowski, M.Reformat, M.Stroinski , Measurement Tool for Performance Evaluation of LAN Services, report no. R-91/2, Institute of Computing Science, Technical University of Poznan, Poland, 1991 (in Polish).
T.Kokowski, M.Reformat, M.Stroinski, Performance Comparison of NetBIOS Implementations, report no. R-91/1, Institute of Computing Science, Technical University of Poznan, Poland, November 1991 (in Polish).
T.Kokowski, M.Reformat, M.Stroinski, Network Management and Design of Network Applications Using Network Analyzer, 'Informatyka' Magazine, December 1991 (in Polish).
M.Reformat, T.Kokowski, M.Stroinski, Internetworking in Local Area Networks, 'Informatyka' Magazine, November 1991 (in Polish).
M.Stroinski, T.Kokowski, M.Reformat, Hardware and Software - Design of Local Area Networks, 'Informatyka' Magazine, October 1991 (in Polish).