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
    -  Natural classification
   Cognitive models
    -  Functional systems

    -  Computer models
    -  Perception
    -  Financial forecasting
    -  Bioinformatics
    -  Medicine
    -  Forensic Accounting
    -  Other
   Lectures and school-book
    -  Evgenii Vityaev
    -  Boris Kovalerchuk


Last updated 07/05/2020

Principals of brain activity

  • Evgenii Vityaev Consciousness as a logically consistent and prognostic model of reality // Cognitive Systems Research, 2019 Elsevier, 59 (2020), 231-246.

  • Evgenii Vityaev Consciousness as a Brain Complex Reflection of the Outer World Causal Relationships // Samsonovich, A.V. (Ed.). Biologically Inspired Cognitive Architectures 2019. Advances in Intelligent Systems and Computing, Volume 948. Springer Nature Switzerland AG 2020, pp. 556-561.

  • Evgenii Vityaev Unified formalization of "natural" classification, "natural" concepts, and consciousness as integrated information by Giulio Tononi // The Sixth international conference on Biologically Inspired Cognitive Architectures (BICA 2015, November 6-8, Lyon, France), Procedia Computer Science, v.71, Elsevier, 2015. pp 169-177.

  • Evgenii E. Vityaev Purposefulness as a Principle of Brain Activity // Anticipation: Learning from the Past, (ed.) M. Nadin. Cognitive Systems Monographs, V.25, Chapter No.: 13. Springer, 2015, pp. 231-254.

  • Vityaev E.E. Two new principles of brain activity formalization. In: Neuroinformatics and applications (Proceedings of the VIII Allunion seminar 6-8 oct. 2000, Kracnoyarsk), Ed. Gorban' A.N., Kracnoyarsk, 2000, p.33-34. (in Russian)

  • Vityaev E.E. Purposefulness as the principle of brain activity. In: Models of cognitive process. (Computational Systems, v.158), Novosibirsk, 1997, p.9-52. (in Russian);

  • Vityaev E.E. Probabilistic forecasting and prediction as principle of brain activity. In: Measurement and models of cognitive processes. (Computational Systems, v.162), Novosibirsk, 1998, p.14-40. (in Russian);

  • Vityaev E.E. Formal model of brain activity founded on prediction principle. In: Models of cognitive process. (Computational Systems, v.164), Novosibirsk, 1998, p.3-62.(in Russian);

  • Витяев Е.Е. Принцип работы мозга и процесс познания в науке и исскусстве . // Изд. НГУ, Новосибирск, 1995, с.64 (in Russian)