Journals & Edited Volumes

Edited Volumes

Editor of Granular Computing: An Emerging Paradigm, Physica-Verlag, 2001 (to appear)

Co-Editor (with A. T. Vasilakos) of Computational Intelligence in Telecommunications Networks, CRC Press, 2000

Editor of a special issue of Journal of Intelligent Manufacturing on Computational Intelligence, 1998

Co-Editor (with J. F. Peters) of Computational Intelligence and Software Engineering, World Scientific, Singapore, 1998

Co-Editor in Chief (with E. Ruspini and P. Bonnisone) of Handbook of Fuzzy Computing, Oxford University

Press/Institute of Physics Press, 1998

Journals & Edited Volumes

S. Roychowdhury, W. Pedrycz, A survey of defuzzification strategies, Int. J. of Intelligent Systems, 2001, to appear.

W. Pedrycz, A. Skowron, Rough sets,fuzzy sets in data mining, In: Handbook of Knowledge Discovery & Data Minining (W. Zytkow, W. Klosgen, eds.), Oxford University Press, to appear.

W. Pedrycz, Neurofuzzy systems, In: Fuzzy Systems in Medicine (P.S. Szczepaniak, P.J.G. Lisboa, J. Kacprzyk, eds.), Physica Verlag, 2000, 174-203.

W. Pedrycz, Neural architectures of fuzzy Petri nets, In: Recent Advances in Artificial Neural Networks. Design and Applications, (L.Jain, A.M. Fanelli, eds.), CRC Press, 2000, pp. 319-345.

W. Pedrycz, Information granularity in the analysis and design of fuzzy controllers, In: Fuzzy Control. Synthesis and Analysis, (S.S. Farinwata, D. Filev, R. Langari, eds.), J. Wiley, Chichester, 2000, 3-22.

W. Pedrycz, G. Vukovich, Granular computing in pattern recognition, In: Neuro-fuzzy Pattern Recognition, , (H. Bunke and A. Kandel, eds.), World Scientific Publ. ,to appear.

W. Pedrycz, P.S. Szczepaniak, Fuzzy neurocomputing in digital system design and analysis. In: J. Kacprzyk (ed.), Fuzzy Neural Networks, Physica Verlag, to appear.

W. Pedrycz, Granular computing in Data Mining, In: M.Last and A. Kandel (eds.) , Data Mining & Computational Intelligence, Springer-Verlag, to appear.

W. Pedrycz, Neural networks, In: Handbook of Knowledge Discovery & Data Minining (W. Zytkow, W. Klosgen, eds.), Oxford University Press, to appear.

A. Nuernberger, W.Pedrycz,R.Kruse, Neural net approaches, In: Handbook of Knowledge Discovery & Data Minining (W. Zytkow, W. Klosgen, eds.), Oxford University Press, to appear.

H. Nobuhara, W. Pedrycz, K. Hirota, Fast solving method of fuzzy relational equation and its application to lossy image compression/reconstruction, IEEE Trans. on Fuzzy Systems, 2000, vol. 8, no. 3, 325-335

W. Pedrycz, A. Gacek, Temporal granulation and its application to signal analysis, Information Sciences, to appear.

W. Pedrycz, Fuzzy relational equations: bridging theory, methodology and practice, Int. J. General Systems, vol 29, 2000, 529-554.

W. Pedrycz, Neural networks in the framework of granular computing, Int.J. Appl. Math and Comp. Sci, to appear.

W. Pedrycz, G. Vukovich, Granular words: representation and communication problems, Int. J. of Intelligent Systems, to appear.

W. Pedrycz, G. Vukovich, Investigating a relevance of fuzzy mappings, IEEE Trans. on Systems Man and Cybernetics, 2000, vol. 30, no. 2, 249-262.

W. Pedrycz, Z.A. Sosnowski, The design of decision trees in the framework of granular data and their application to software quality models, Fuzzy Sets and Systems, to appear.

W. Pedrycz, A.V. Vasilakos, Linguistic models and linguistic modeling, IEEE Trans. on Systems Man and Cybernetics, 1999, vol. 29, no. 6, 745-757.

K. S. Oh, W. Pedrycz, Identification of fuzzy systems by means of an auto-tuning algorithm and its application to nonlinear systems, Fuzzy Sets and Systems, 115, 2000, 115-134.

W. Pedrycz, G. Vukovich, System modeling with fuzzy plug-ins, Kybernetes, no. 4, 1999, 473-490.

W. Pedrycz, Z.A. Sosnowski, Designing decision trees with the use of fuzzy granulation, IEEE Trans. on Systems Man and Cybernetics, 2000, vol.30, no.2, 151-159.

W. Pedrycz, G. Vukovich, Abstraction and specialization of information granules, IEEE Trans. on Systems Man and Cybernetics, to appear.

W. Pedrycz, G. Vukovich, Granular neural networks, Neurocomputing, to appear.

W. Pedrycz,. G. Vukovich, Granular computing with shadowed sets, J. of Intelligent Systems, to appear.

K. Hirota, W. Pedrycz, Fuzzy sets in data mining, Proc. of the IEEE, 87, 1999, 1575-1600.

W. Pedrycz, Shadowed sets: bridging fuzzy and rough sets, In: S.K. Pal, A. Skowron (eds.,Rough Fuzzy Hybridization. A New Trend in Decision-Making, Springer Verlag, Singapore, 1999, pp. 179-199.

W. Pedrycz, Fuzzy equalization in the construction of fuzzy sets, Fuzzy Sets & Systems, to appear.

W. Pedrycz, G. Vukovich, Data-based design of fuzzy sets, Journal of Fuzzy Logic and Intelligent Systems, Vol. 9, No. 3, 1999, 255-263.

W. Pedrycz, Computational Intelligence: An Introduction, In: Computational Intelligence and Applications (P. Szczepaniak, ed.), Physica-Verlag, Springer Verlag, Heidelberg, 1999, pp. 3-17.

W. Pedrycz, Architectures of granular information and their robustness properties: A shadowed sets approach, Applied Mathematics and Computer Science, to appear.

W. Pedrycz, Generalized fuzzy Petri nets as pattern classifiers, Pattern Recognition Letters, to appear.

G. Bortolan, W. Pedrycz, Fuzzy clustering preprocessor in neural classifiers, Kybernetes, to appear.

K. Hirota, W. Pedrycz, Fuzzy relational compression, IEEE Trans. on Systems, Man, and Cybernetics, vol. 29, no. 3, 1999, 407-415.

T. Furuhashi, H. Yamamoto, J. Peters, W. Pedrycz, Fuzzy control stability analysis using a generalized fuzzy Petri net model, J. of Advanced Computational Intelligence, vol. 3, no. 2, 1999,99-105.

W. Pedrycz, Fuzzy system development: software methodology and design tools, Int. Handbook of Fuzzy Sets and Possibility Theory, to appear.

W. Pedrycz, Z.A. Sosnowski, FOOD: Towards fuzzy object-oriented system design, In: Computational Intelligence in Software Engineering (W. Pedrycz, J.F. Peters, eds.), World Scientific, Singapore, 1998, pp. 269-294.

K. Hirota, W. Pedrycz, Specificity shift in solving fuzzy relational equations, Fuzzy Sets and Systems, 106, 1999, 211-220.

W. Pedrycz, The development of fuzzy consensus via neural modelling, In: Consensus Under Fuzziness (J. Kacprzyk, H. Nurmi, M. Fedrizzi, eds.), Kluwer Academic, Boston, to appear.

W. Pedrycz, E. Roventa, from fuzzy information processing to fuzzy communication channels, Kybernetes, to appear.

M. Reformat, E. Kuffel, D. Woodford, W. Pedrycz, Application of genetic algorithms for control design in power systems, IEE Proc. (Generation, Transmission and Distribution), vol. 25, no.4, 1998, 345-354.

W. Pedrycz, Fuzzy set based models of neurons and knowledge-based networks: techniques and applications, In: C.T. Leondes (ed.), Fuzzy Theory Systems Techniques and Applications, Academic Press, San Diego, 1999.

W. Pedrycz, Conditional fuzzy clustering in the design of radial basis function neural networks, IEEE Trans. on Neural Networks,1998, vol. 9, 601- 612.

W. Pedrycz, Fuzzy neural network models, In: Wiley Encyclopedia of Electrical and Electronics Engineering (J. Webster, ed.), J. Wiley, to appear.

G. Bortolan, W. Pedrycz, Fuzzy clustering preprocessor in neural classifiers, Kybernetes, to appear.

W. Pedrycz, J. C. Bezdek, R. J. Hathaway, G.W. Rogers, A non- parametric model for fusing heterogeneous data, IEEE Trans. on Fuzzy Systems, 6, 1998, 411-425.

W. Pedrycz, Fuzzy evolutionary computing, J. of Soft Computing, 2, 1998, 61-72.

W. Pedrycz, Fuzzy relational calculus, In: Handbook of Fuzzy Computation, to appear.

W. Pedrycz, Optimization schemes for decomposition of fuzzy relations, Fuzzy Sets and Systems, 100, 1998,301-326.

W. Pedrycz, OWA - based computing: learning algorithms, In: The Ordered Weighted Averaging Operators: Theory, Methodology and Applications (R. R. Yager, J. Kacprzyk, eds.) Kluwer Academic Publishers, 1997, 309-320.

P. Ekel, W. Pedrycz, R. Schinzinger, A general approach to solving a wide class of fuzzy optimization problems, Fuzzy Sets and Systems, 97, 1998, 49-66.

W. Pedrycz, Fuzzy sets in pattern recognition: accomplishments and challenges, Fuzzy Sets and Systems, 2, 1997, 171-176.

K. Hirota, W. Pedrycz, Nonmonotonic fuzzy set operations: a generalization and some applications, Int. J. Intelligent Systems, 7, 1997, 483 - 493.

W. Pedrycz, Neural networks and uncertainty: A study in system interfaces, Neural, Parallel & Scientific Computations, 5, 1997, 495-510.

K. Hirota, W. Pedrycz, Implicitly - supervised learning and its application to fuzzy pattern classifiers, Information Sciences, 106, 1998, 71-85.

W. Pedrycz, M. Reformat, Rule-based modelling of nonlinear relationships, IEEE Trans. on Fuzzy Systems, 2, 1997, 256 - 269.

W. Pedrycz, Z. A. Sosnowski, Fuzzy object - oriented system design, Fuzzy Sets and Systems, to appear.

K. J. Cios, W. Pedrycz, Neuro-fuzzy systems, In: Handbook of Neural Computation, IOP Publishing and Oxford University Press, 1997.

W. Pedrycz, Fuzzy set technology in knowledge discovery, Fuzzy Sets and Systems, 3, 1998,279-290.

W. Pedrycz, Shadowed sets: representing and processing fuzzy sets, IEEE Trans. on Systems, Man, and Cybernetics,part B, 28, 1998, 103-109.

G. Bortolan, W. Pedrycz, Reconstruction problem and information granularity, IEEE Trans. on Fuzzy Systems, 2, 1997, 234 - 248.

W. Pedrycz, J. Waletzky, Fuzzy clustering with partial supervision, IEEE Trans. on Systems, Man, and Cybernetics, 5, 1997, 787-795.

W. Pedrycz, J. Waletzky, Fuzzy clustering in software reusability, SOFTWARE: PRACTICE & EXPERIENCE, 27, 1997, 245 - 270.

W. Pedrycz, J. Waletzky, Neural network front-ends in unsupervised learning, IEEE Trans. on Neural Networks, 8, 1997, 390-401.

W. Pedrycz, M. Reformat, Rule-based models of multivariable functions, Fuzzy Sets and Systems,3, 1997, 235-254.

W. Pedrycz, R. Gudwin, F. Gomide, Nonlinear context adaptation in the calibration of fuzzy sets, Fuzzy Sets and Systems, 88, 1997, 91-97.

W. Pedrycz, E. Roventa, Fuzzy neurocomputations in the design of expert systems, In:Fuzzy Logic and Soft Computing, B. Bouchon-Meunier, R. R. Yager, L. A. Zadeh (eds.), Word Scientific, Singapore, New Jersey, 1995, pp. 103 - 110.

A. B. S. Serapiao, A. F. Rocha, M. P. Rebello, W. Pedrycz, Toward a theory of genetic systems, In: Genetic Algorithms and Soft Computing, F Herrera and J. L. Verdegay, eds., Physica/Springer Verlag, Heidelberg, 1996, pp. 68- 94.

W. Pedrycz, M. Reformat, Genetic optimization with fuzzy coding, In: Genetic Algorithms and Soft Computing, F Herrera and J. L. Verdegay, eds., Physica/Springer Verlag, Heidelberg, 1996, pp. 51-67.

W. Pedrycz, Fuzzy multimodels, IEEE Trans. on Fuzzy Systems, 4, 1996, 139 - 148.

Z. Zhang, R. D. McLeod, W. Pedrycz, Augmenting scan path SRLs with an XOR network to enhanced delay fault testing, J. of Microelectronic Systems Integration, 3, 1995, 97 - 108.

R. Hathaway, J. C. Bezdek, W. Pedrycz, A parametric model for fusing heterogeneous fuzzy data, IEEE Trans. on Fuzzy Systems, 4, 1996, 270 - 281.

Y. Nakagawa, K. Hirota, W. Pedrycz, Fuzzy knowledge base for dynamic image understanding, Pattern Recognition Letters, 17, 1996, 601 - 606.

H. Scarpelli, F. Gomide, W Pedrycz, Modeling fuzzy reasoning using high level fuzzy Petri nets, Int. J. of Uncertainty, Fuzziness and Knowledge-based System, 1, 1996, 61 - 85.

W. Pedrycz, J. Valente de Oliveira, Semantically valid optimization of fuzzy models, In: Fuzzy Logic and Its Applications in Information Sciences and Intelligent Systems, Kluwer Academic Publishers, Dordrecht, 1995, pp. 197 - 206.

W. Pedrycz, Classification of relational patterns as a decomposition problem, Pattern Recognition Letters,17, 1996, 91 - 99.

W. Pedrycz, Interfaces of fuzzy models: a study in fuzzy information processing, Information Sciences,90, 1996, 231-280.

W. Pedrycz, Conditional FUZZY C - Means, Pattern Recognition Letters, 17, 1996, 625 - 632.

K. Hirota, W. Pedrycz, Solving fuzzy relational equations through logical filtering, Fuzzy Sets and Systems, 81, 1996, 355 - 364.

A. Di Nola, W. Pedrycz, S. Sessa, Fuzzy relational structures: The state of art, Fuzzy Sets and Systems, 75, 1995, 241 - 262.

K. Hirota, W. Pedrycz, Directional fuzzy clustering and its application to fuzzy modelling, Fuzzy Sets and Systems, 3, 1996, 315 - 326.

W. Pedrycz, C. H. Poskar, P. Czezowski, A reconfigurable fuzzy neural network with in-situ learning, IEEE Micro Magazine, August 1995, 19 - 30.

W. Pedrycz, Fuzzy pattern recognition, In: Industrial Electronics Handbook, J. D. Irvin (ed.), CRC Press,1996, pp.1207-1230.

W. Pedrycz, J. Valente de Oliveira, Optimization of fuzzy models, IEEE Trans. on Systems, Man, and Cybernetics, to appear.

W. Pedrycz, J. Valente de Oliveira, An algorithmic framework for development and optimization of fuzzy models, Fuzzy Sets and Systems, 80, 1996, 37-55.

W. Pedrycz, P. Lam, A.F. Rocha, Distributed fuzzy modelling, IEEE Trans. on Systems, Man and Cybernetics, 5, 1995, 769 - 780.

K. Hirota, W. Pedrycz, A fuzzy modelling environment for designing fuzzy controllers, Fuzzy Sets and Systems, 2-3, 1995, 287 - 302.

K. Hirota, W. Pedrycz, D - fuzzy clustering, Pattern Recognition Letters, 16, 1995, 193 - 200.

W. Pedrycz, Genetic algorithms for learning in fuzzy relational structures, Fuzzy Sets and Systems, 69, 1995, 37 - 52.

W. Pedrycz, Relational neural structures, In:Progress in Neural Networks, O.M.Omidvar, ed.,vol.III, Ablex Publishing Corp.,Norwood,NJ, 1995, pp. 177 - 210.

W. Pedrycz, Fuzzy relational control, In: Theoretical Design of Fuzzy Control, H.T. Nguen, M. Sugeno, R. Tong, R.R. Yager, eds., J. Wiley, 1995, pp.235 - 260.

K. Hirota, W.Pedrycz, Design of fuzzy systems with fuzzy flip-flops, IEEE Trans. on Systems, Man and Cybernetics, 1, 1995, 169 - 176.