Computing With Words (CWW): role of fuzzy, probability and measurement concepts, and operations

The goal of this panel at IEEE World Computational Intelligence Congress in Brisbane, Australia was to discuss the fundamental concepts that underline a new area of computing with words initiated by L. Zadeh. The panel was held on June 10 with six panelists: Gleb Beliakov (Deakin University, Australia), Bernadette Bouchon Meunier (University of Paris, France), Janusz Kacprzyk (Polish Academy of Sciences, Poland), Boris Kovalerchuk (moderator, Central Washington University, USA), Vladik Kreinovich (moderator, University of Texas, USA), and Jerry Mendel (University of Southern California, USA).

[1]  Lotfi A. Zadeh,et al.  Computing with Words - Principal Concepts and Ideas , 2012, Studies in Fuzziness and Soft Computing.

[2]  Jonathan Barzilai,et al.  On the foundations of measurement , 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

[3]  Abraham Kandel,et al.  On the derivation of memberships for fuzzy sets in expert systems , 1986, Inf. Sci..

[4]  Lotfi A. Zadeh,et al.  Fuzzy logic = computing with words , 1996, IEEE Trans. Fuzzy Syst..

[5]  Jerry M. Mendel,et al.  Encoding Words Into Interval Type-2 Fuzzy Sets Using an Interval Approach , 2008, IEEE Transactions on Fuzzy Systems.

[6]  Boris Kovalerchuk,et al.  Data mining in finance: advances in relational and hybrid methods , 2000 .

[7]  Boris Kovalerchuk,et al.  Quest for Rigorous Combining Probabilistic and Fuzzy Logic Approaches for Computing with Words , 2013, On Fuzziness.

[8]  T. W. Körner.  Exercises for Fourier Analysis : Mean square convergence , 1993 .

[9]  Slawomir Zadrozny,et al.  Computing With Words Is an Implementable Paradigm: Fuzzy Queries, Linguistic Data Summaries, and Natural-Language Generation , 2010, IEEE Transactions on Fuzzy Systems.

[10]  Gleb Beliakov,et al.  How to build aggregation operators from data , 2003, Int. J. Intell. Syst..

[11]  Jerry M. Mendel,et al.  Enhanced Interval Approach for Encoding Words Into Interval Type-2 Fuzzy Sets and Its Convergence Analysis , 2012, IEEE Transactions on Fuzzy Systems.

[12]  Bruce G. Buchanan,et al.  The MYCIN Experiments of the Stanford Heuristic Programming Project , 1985 .

[13]  A. Cohen.  An Introduction to Probability Theory and Mathematical Statistics , 1979 .

[14]  Yvette Salaün,et al.  Information quality: meeting the needs of the consumer , 2001, Int. J. Inf. Manag..

[15]  H. Zimmermann,et al.  Latent connectives in human decision making , 1980 .

[16]  Jerry M. Mendel,et al.  Computing with words and its relationships with fuzzistics , 2007, Inf. Sci..

[17]  Francisco Herrera,et al.  Applicability of the fuzzy operators in the design of fuzzy logic controllers , 1997, Fuzzy Sets Syst..

[18]  J.M. Mendel,et al.  Computing with Words: Zadeh, Turing, Popper and Occam , 2007, IEEE Computational Intelligence Magazine.

[19]  Boris Kovalerchuk,et al.  Comparison of empirical and computed values of fuzzy conjunction , 1992 .

[20]  H. Zimmermann,et al.  On the suitability of minimum and product operators for the intersection of fuzzy sets , 1979 .

[21]  Jerry M. Mendel,et al.  Perceptual Computing: Aiding People in Making Subjective Judgments , 2010 .

[22]  Lotfi A. Zadeh,et al.  From Computing with Numbers to Computing with Words - from Manipulation of Measurements to Manipulation of Perceptions , 2005, Logic, Thought and Action.