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Scientific Discovery and
       Computational Cognition

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   Ontological Data Mining
    -  Approach
    -  Theory and methods
     - Comparisons with
      other methods

   Computational Cognition
    -  Prediction problem
    -  Mearsurement theory
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      theory

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   Authors
    -  Evgenii Vityaev
    -  Boris Kovalerchuk


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Last updated 07/05/2020

Scientific Discovery theory based on the Measurement Theory

  • Evgenii Vityaev, Boris Kovalerchuk. Ontological Data Mining . Uncertainty Modeling : Dedicated to Professor Boris Kovalerchuk on his Anniversary. Studies in Computational Intelligence 683, V. Kreinovich (ed.), Springer, 2017, pp. 277-292.

  • E. Vityaev, B.Y. Kovalerchuk. Relational Methodology for Data Mining and Knowledge Discovery. Intelligent Data Analysis. Special issue on "Philosophies and Methodologies for Knowledge Discovery and Intelligent Data Analysis" eds. Keith Rennolls, Evgenii Vityaev. v.12(2), IOS Press, 2008, pp.189-210

  • B.Y. Kovalerchuk, E. Vityaev. Symbolic Methodology for Numeric Data Mining. Intelligent Data Analysis. Special issue on "Philosophies and Methodologies for Knowledge Discovery and Intelligent Data Analysis" eds. Keith Rennolls, Evgenii Vityaev. v.12(2), IOS Press, 2008, pp.165-188

  • E.Vityaev, B. Kovalerchuk. Relational Methodology for Data Mining and Knowledge Discovery. In: Sixteenth International Workshop on Database and Expert Systems Applications, 1st International Workshop on Philosophies and Methodologies for Knowledge discovery (22-26 Audust 2005, Copengagen, Denmark), IEEE Computer Society, 2005, pp.725-729 (preliminary version)

  • Evgenii Vityaev, Boris Kovalerchuk. Empirical Theories Discovery based on the Measurement Theory. Mind and Machine, v.14, #4, 551-573, 2004 (preliminary version)

  • Boris Kovalerchuk, Florian Delizy, Logan Riggs, Evgenii Vityaev. Visual discovery in multivariate binary data. In: Proceedings of the conference "Visualization and Data Analysis 2010", (San Jose, California, USA, 18 January 2010) Proc. SPIE, Vol. 7530, 75300B (2010), on line publication, http://link.aip.org/link/?PSISDG/7530/75300B/1

  • Evgenii Vityaev, Boris Kovalerchuk. Inverse Visualization in Data Mining. In: Proceedings of the International Conference on Imaging Science, Systems, and Technology Eds.: Hamid R. Arabnia, Youngsong Mun, Las Vegas, Nevada, USA, June 24-27, 2002, CSREA Press, v.1, 133-138

  • B. Kovalerchuk, E. Vityaev, J. Ruiz. Consistent knowledge discovery in medical diagnosis. IEEE Engineering in Medicine and Biology Magazine (special issue "Data Mining and Knowledge Discovery"), July/August 2000, pp.26-37