Books and chapters
    -  Data Mining in Finance
Scientific Discovery and
       Computational Cognition

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

   Computational Cognition
    -  Prediction problem
    -  Mearsurement theory
    -  Probabilistic formal

    -  Induction problem
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   Lectures and school-book
    -  Evgenii Vityaev
    -  Boris Kovalerchuk


Last updated 07/05/2020

Prediction problem

  • Vityaev, E., Odintsov, S. How to predict consistently? Trends in Mathematics and Computational Intelligence In: Studies in Computational Intelligence, 796, Mar?a Eugenia Cornejo (ed), 2019, 35-41.

  • Evgenii Vityaev and Sergei Odintsov How to predict consistently? 9th European Symposium on Computational Intelligence and Mathematics. Faro (Portugal), October 4th-7th, 2017.

  • Evgenii Vityaev, Stanislav Smerdov On the Problem of Prediction // K.E. Wolff et al. (Eds.): KONT/KPP 2007, LNAI 6581, Springer, Heidelberg, 2011, pp. 280-296.

  • Evgenii E. Vityaev, Stanislav O. Smerdov New definition of prediction without logical inference // Proceedings of the IASTED International Conference Computational Intelligence (CI 2009), (August 17 - 19, 2009 Honolulu, Hawaii, USA), ACTA press, 657-801, pp. 48-54

  • Evgenii Vityaev The logic of prediction. In: Proceedings of the 9th Asian Logic Conference (August 16-19, Novosibirsk, Russia), World Scientific Publishers, 2006 pp.263-276 (preliminary version)

  • E. Vityaev Logic, probability and learning synthesis in the semantic probabilistic inference. In: Proceedings of the 4-th international conference "Integrated models and soft computing in artificial intelligence" (28-30 may, Colomna, 2007), v.1, pp.133-140 (in Russian)

  • E. Vityaev Prediction as computation. Philosohy of science. v.32 (1), 2007, pp.81-101 (in Russian)

  • E. Vityaev, E. Harlamov Prediction notion formalization. In: Probabilistic ideas in science and philosophy (Proceedings of the reagion conference, Novosibirsk, 23-26 sept., 2003), Novosibirsk, 2003, p.79-82 (in Russian)

  • Vityaev E.E. Semantic approach to knowledge base creating. Semantic probabilistic inference of the best for prediction PROLOG-programs by a probability model of data Logic and Semantic Programming (Computational Systems, v.146), Novosibirsk, 1992, p.19-49. (in Russian);

  • Vityaev E.E. Prediction and inductive synthesis of PROLOG-programs by a probabilistic model of data. Предсказание и индуктивный синтез ПРОЛОГ-программ по вероятностной модели данных . Institute of Mathematics SD AS USSR, Тр. ИМ СО АН СССР, 1990 (English and Russian)