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Towards Human-Consistent Data-Driven Decision Support Systems via Fuzzy Linguistic Data Summaries

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Book cover Perception-based Data Mining and Decision Making in Economics and Finance

Part of the book series: Studies in Computational Intelligence ((SCI,volume 36))

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References

  1. Zadeh L. and Kacprzyk J. (Eds.) (1999) Computing with Words in Information/Intelligent Systems 1. Foundations. Physica-Verlag, Heidelberg and New York

    MATH  Google Scholar 

  2. Zadeh L. and Kacprzyk J. (Eds.) (1999) Computing with Words in Information/Intelligent Systems 2. Applications. Physica-Verlag, Heidelberg and New York

    MATH  Google Scholar 

  3. Yager R.R. (1982) A new approach to the summarization of data. Information Sciences 28, 69–86

    Article  MATH  MathSciNet  Google Scholar 

  4. Yager R.R. (1989) On linguistic summaries of data, Proceedings of IJCAI Workshop on Knowledge Discovery in Databases, Detroit, pp. 378–389

    Google Scholar 

  5. Yager R.R. (1991) On linguistic summaries of data, in: G. Piatetsky-Shapiro and B. Frawley (Eds.), Knowledge Discovery in Databases. MIT, Cambridge, MA, pp. 347–363

    Google Scholar 

  6. Yager R.R. (1994) Linguistic summaries as a tool for database discovery, Proceedings of Workshop on Flexible Query-Answering Systems, Roskilde University, Denmark, pp. 17–22

    Google Scholar 

  7. Yager R.R. (1995) Linguistic summaries as a tool for database discovery, Proceedings of Workshop on Fuzzy Database Systems and Information Retrieval at FUZZ-IEEE/IFES, Yokohama, pp. 79–82

    Google Scholar 

  8. Yager R.R. (1995) Fuzzy summaries in database mining, Proceedings of the 11th Conference on Artificial Intelligence for Applications (Los Angeles, USA), pp. 265–269

    Google Scholar 

  9. Yager R.R. (1996) Database discovery using fuzzy sets. International Journal of Intelligent Systems 11, 691–712

    Article  Google Scholar 

  10. Kacprzyk J. and Yager R.R. (2001) Linguistic summaries of data using fuzzy logic. International Journal of General Systems 30, 33–154

    Article  MathSciNet  Google Scholar 

  11. Kacprzyk J., Yager R.R. and Zadrożny S. (2001) Fuzzy linguistic summaries of databases for an efficient business data analysis and decision support, in: W. Abramowicz and J. Zurada J. (Eds.), Knowledge Discovery for Business Information Systems, Kluwer, Boston, pp. 129–152

    Google Scholar 

  12. Rasmussen D. and Yager R.R. (1996) Using summarySQL as a tool for finding fuzzy and gradual functional dependencies, Proceedings of IPMU’96 (Granada, Spain), pp. 275–280

    Google Scholar 

  13. Rasmussen D. and Yager R.R. (1997) A fuzzy SQL summary language for data discovery, in: D. Dubois, H. Prade and R.R. Yager (Eds.), Fuzzy Information Engineering: A Guided Tour of Applications, Wiley, New York, pp. 253–264

    Google Scholar 

  14. Rasmussen D. and Yager R.R. (1997) SummarySQL - A fuzzy tool for data mining. Intelligent Data Analysis - An International Journal 1 (Electronic Publication), URL-http//:www-east.elsevier.com/ida/browse/96–6/ida96–6.htm

  15. Rasmussen D. and Yager R.R. (1999) Finding fuzzy and gradual functional dependencies with summarySQL. Fuzzy Sets and Systems 106, 131–142

    Article  MATH  MathSciNet  Google Scholar 

  16. Yager R.R. and Rubinson T.C. (1981) Linguistic summaries of data bases, Proceedings of IEEE Conference on Decision and Control (San Diego, USA), pp. 1094–1097

    Google Scholar 

  17. George R. and Srikanth R. (1996) Data summarization using genetic algorithms and fuzzy logic, in: F. Herrera and J.L. Verdegay (Eds.), Genetic Algorithms and Soft Computing. Physica-Verlag, Heidelberg, pp. 599–611

    Google Scholar 

  18. Kacprzyk J. and Zadrożny S. (1998) Data mining via linguistic summaries of data: An interactive approach, in: T. Yamakawa and G. Matsumoto (Eds.), Methodologies for the Conception, Design and Application of Soft Computing (Proceedings of IIZUKA’98, Iizuka, Japan), pp. 668–671

    Google Scholar 

  19. Kacprzyk J. and Zadrożny S. (1999) On interactive linguistic summarization of databases via a fuzzy-logic-based querying add-on to Microsoft Access, in: W. Bernd Reusch (Ed.), Computational Intelligence: Theory and Applications. Springer-Verlag, Heidelberg, pp. 462–472

    Google Scholar 

  20. Kacprzyk J. and Zadrożny S. (2000) On combining intelligent querying and data mining using fuzzy logic concepts, in: G. Bordogna and G. Pasi (Eds.), Recent Research Issues on the Management of Fuzziness in Databases. Physica-Verlag, Heidelberg and New York

    Google Scholar 

  21. Kacprzyk J. and Zadrożny S. (2000) Data mining via fuzzy querying over the Internet, in: O. Pons, M.A. Vila and J. Kacprzyk (Eds.): Knowledge Management in Fuzzy Databases, Physica-Verlag, Heidelberg and New York, pp. 211–233

    Google Scholar 

  22. Kacprzyk J. and Zadrożny S. (2000) Using fuzzy querying over the Internet to browse through information resources, in: P.P. Wang (Ed.), Computing with Words, Wiley, New York

    Google Scholar 

  23. Kacprzyk J. (1999) An interactive fuzzy logic approach to linguistic data summaries, Proceedings of NAFIPS’99 - 18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS, IEEE, pp. 595–599

    Google Scholar 

  24. Zadrożny S. and Kacprzyk J. (1999) On database summarization using a fuzzy querying interface, Proceedings of IFSA’99 World Congress (Taipei, Taiwan, R.O.C.), Vol. 1, pp. 39–43

    Google Scholar 

  25. Kacprzyk J. and Zadrożny S. (1994) Fuzzy querying for Microsoft Access, Proceedings of FUZZ-IEEE’94 (Orlando, USA), Vol. 1, pp. 167–171

    Google Scholar 

  26. Kacprzyk J. and Zadrożny S. (1995) Fuzzy queries in Microsoft Access v. 2, Proceedings of FUZZ-IEEE/IFES’95 (Yokohama, Japan), Workshop on Fuzzy Database Systems and Information Retrieval, pp. 61–66

    Google Scholar 

  27. Kacprzyk J. and Zadrożny S. (1995) FQUERY for Access: fuzzy querying for a Windows-based DBMS, in: P. Bosc and J. Kacprzyk (Eds.), Fuzziness in Database Management Systems. Physica-Verlag: Heidelberg, pp. 415–433

    Google Scholar 

  28. Kacprzyk J. and Zadrożny S. (1996) A fuzzy querying interface for a WWW-server-based relational DBMS. Proceedings of IPMU’96 (Granada, Spain), Vol. 1, pp. 19–24

    Google Scholar 

  29. Zadeh L.A. (1983) A computational approach to fuzzy quantifiers in natural languages. Computers and Mathematics 9, 149–184

    MATH  MathSciNet  Google Scholar 

  30. Zadeh L.A. (1985) Syllogistic reasoning in fuzzy logic and its application to usuality and reasoning with dispositions. IEEE Transaction on Systems, Man and Cybernetics, SMC-15, 754–763

    MathSciNet  Google Scholar 

  31. Zadeh L.A. and Kacprzyk J. (Eds.) (1992) Fuzzy Logic for the Management of Uncertainty. Wiley, New York

    Google Scholar 

  32. Yager R.R. (1988) On ordered weighted averaging operators in multicriteria decision making. IEEE Transactions on Systems, Man and Cybernetics, SMC-18, 183–190

    Google Scholar 

  33. Yager R.R. and Kacprzyk J. (1997) The Ordered Weighted Averaging Operators: Theory and Applications. Kluwer, Boston

    Google Scholar 

  34. Liu Y. and Kerre E.E. (1998) An overview of fuzzy quantifiers (I). Interpretations, Fuzzy Sets and Systems 95, 1–21

    Article  MATH  MathSciNet  Google Scholar 

  35. Saaty T.L. (1980) The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. McGraw-Hill, New York

    MATH  Google Scholar 

  36. Kacprzyk J., Zadrożny S. and Ziółkowski A. (1989) FQUERY III+: a ‘human consistent’ database querying system based on fuzzy logic with linguistic quantifiers. Information Systems 6, 443–453

    Article  Google Scholar 

  37. Kacprzyk J. (1999) A new paradigm shift from computation on numbers to computation on words on an example of linguistic database summarization, in: N. Kasabov (Ed.), Emerging Knowledge Engineering and Connectionist-Based Information Systems - Proceedings of ICONIP/ANZIIS/ANNES’99, University of Otago, pp. 179–179

    Google Scholar 

  38. Kacprzyk J. and Strykowski P. (1999) Linguistic data summaries for intelligent decision support, in: R. Felix (Ed.), Fuzzy Decision Analysis and Recognition Technology for Management, Planning and Optimization - Proceedings of EFDAN’99, pp. 3–12

    Google Scholar 

  39. Kacprzyk J. and Strykowski P. (1999) Linguistic summaries of sales data at a computer retailer: A case study. Proceedings of IFSA’99 (Taipei, Taiwan R.O.C), Vol. 1, pp. 29–33

    Google Scholar 

  40. Kacprzyk J. and Ziółkowski A. (1986) Database queries with fuzzy linguistic quantifiers. IEEE Transactions on Systems, Man and Cybernetics, SMC-16, 474–479

    Article  Google Scholar 

  41. Zemankova M. and Kacprzyk J. (1993) The roles of fuzzy logic and management of uncertainty in building intelligent information Systems. Journal of Intelligent Informations Systems 2, 311–317

    Google Scholar 

  42. Yager R.R. and Kacprzyk J. (1999) Linguistic Data Summaries: A Perspective. Proceedings of IFSA’99 Congress (Taipei), Vol. 1, 44–48

    Google Scholar 

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Author information

Authors and Affiliations

  1. Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warszawa, Poland

    Janusz Kacprzyk

  2. Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warszawa, Poland

    Slawomir Zadrozny

Authors
  1. Janusz Kacprzyk
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  2. Slawomir Zadrozny
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Editor information

Editors and Affiliations

  1. Mexican Petroleum Institute, Eje Central Lazaro Cardenas 152, Col. San Bartolo Atepehuacan, 07730, Mexico, Mexico

    Ildar Batyrshin  & Leonid Sheremetov  & 

  2. Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warszawa, Poland

    Janusz Kacprzyk

  3. St. Petersburg Institute for Informatics and Automation, Russian Academy of Sciences, 39 14th Line St. Petersburg, 199178, Russia

    Leonid Sheremetov

  4. Computer Science Division, University of California, 387 Soda Hall, 94720-1776, Berkeley, CA, USA

    Lotfi A. Zadeh

  5. Institute of Problems of Informatics, Academy of Sciences of Tatarstan, Mushtari st., 20 Kazan, 420012, Russia

    Ildar Batyrshin

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Kacprzyk, J., Zadrozny, S. (2007). Towards Human-Consistent Data-Driven Decision Support Systems via Fuzzy Linguistic Data Summaries. In: Batyrshin, I., Kacprzyk, J., Sheremetov, L., Zadeh, L.A. (eds) Perception-based Data Mining and Decision Making in Economics and Finance. Studies in Computational Intelligence, vol 36. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-36247-0_1

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  • DOI: https://doi.org/10.1007/978-3-540-36247-0_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-36244-9

  • Online ISBN: 978-3-540-36247-0

  • eBook Packages: EngineeringEngineering (R0)

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