Laboratory of Intelligent Systems named after A. S. Kleshchev


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Head D. Sc. (Engineering Sciences) Valeriya Gribova

Staff:

Total 18 (researchers -12)
D. Sc. 3
Ph. D. 11

The history of the Laboratory started with Artificial Intelligence System Laboratory founded in 1974 by Prof. F. Staros. For more than 30 years the Laboratory was headed by Prof. Alexander S. Kleschev, Honorary Scientist of the Russian Federation.


Areas of research

  • Knowledge bases and ontologies
  • Applied intelligent systems
  • Software development tools based on methods of artificial intelligence
  • Solving complex problems using massively parallel computing systems

Principal results

  • Platform which supports unified technological principles for design, implementation and use of applied and instrumental intelligent services
  • Models of ontologies and knowledge bases for a number of domains (medicine, mathematics, programming technology, information security, technical diagnostics, agriculture, etc.)
  • Software tools for development of interactive virtual environments
  • Software tools for transport modeling and formation of multi-regional models of freight flows
  • Specialized shell for the creation of intelligent diagnostic medical systems
  • Cloud service for collective interactive construction and verification of intuitive proofs of mathematical theorems

Key publications

  • Gribova V., Kleschev A., Moskalenko P., Timchenko V., Shalfeeva E. The Technology for Development of Decision-Making Support Services with Components Reuse // Advances in Intelligent Systems and Computing. 2020. Vol. 902. Pp. 3-13. ISSN 2194-5357. https://doi.org/10.1007/978-3-030-12082-5_1
  • Klyshinsky E., Gribova V.V., Shakhgeldyan C., Shalfeeva E.A., Okun D.B., Geltser B.I., Gorbach T.A., Karpik O.D. Formalization of Medical Records Using an Ontology: Patient Complaints // Communications in Computer and Information Science. 2020. Vol. 1086. Pp. 143-153. DOI https://doi.org/10.1007/978-3-030-39575-9_14.
  • Gribova V., Shalfeeva E. The Model of Knowledge Base Quality Control with Assessment // IEEE Xplory. 2020. Pp. 0872-0877. DOI: 10.1109/SIBIRCON48586.2019.8958297. https://ieeexplore.ieee.org/document/8958297.
  • Gribova V.V., Fedorischev L.A. Adaptive Generator WIMP-Interface for Knowladge Base Editor Based on an Ontology // Vestnik Tomskogo gosudarstvennogo universiteta. Upravlenie vychislitelnaja tehnika i informatika [Tomsk State University Journal of Computer Science] 2019. Is. 49. Pp. 110-119. DOI: 10.17223/19988605/49/13. (in Russian)
  • Gribova V.V., Moskalenko Ph.M., Shahgeldyan C.I., Gmar' D.V., Geltser B.I. A Concept for a Heterogeneous Biomedical Information Warehouse // Informacionnye Tehnologii [Information Technologies]. 2019. Vol. 25, Is. 2. Pp. 97-106. DOI: 10.17587/it.25.97-106. (in Russian)
  • Gribova V.V., Shalfeeva E.A. Ensuring of Viability of Systems Based on Knowledge  // Informacionnye Tehnologii [Information Technologies]. 2019. Vol. 25, Is. 12. Pp. 738-746. DOI: 10.17587/it.25.738-746. (in Russian)
  • Gribova V.V., Shalfeeva E.A. The Ontology of Diagnosis of Processes // Ontologiya proektirovaniya [Ontology of Designing]. 2019. Vol. 9, Is. 4(34). Pp. 449-461. DOI: 10.18287/2223-9537-2019-9-4-449-461. (in Russian)
  • Velichko A.S., Gribova V.V., Fedorishchev L.A. Cloud Service for Interactive Simulation of Interregional Trade Flows // Automatic Control and Computer Science. 2019. Vol. 53, No. 7, P.811–820. https://doi.org/10.3103/S0146411619070289.
  • Gribova V., Shalfeeva E., Petryaeva M. Cloud Infrastructure for Creation of Interpretable Diagnostic Knowledge Bases of Diseases Regardless their Etiology // Atlantis Highlights in Computer Sciences. 2019. Vol. 3. Р. 79-82.
  • Gribova V., Moskalenko Ph., Petryaeva M., Okun D. Cloud environment for development and use of software systems for clinical medicine and education // Advances in Intelligent Systems Research. 2019. Vol. 166. Pp. 225-229. ISSN 1951-6851. DOI https://doi.org/10.2991/itids-19.2019.40.
  • Velichko A.S., Gribova V.V., Kolmogorov A.V. Cloud platform for decision-making support of digital production planning // Vy`chislitel`ny`e tekhnologii [Computational Technologies]. 2019. Vol. 24, Is. 6. Pp. 13-20.  (in Russian)
  • Gribova V.V., Ostrovskii G.E. An Intelligent Cloud Service for Training Diagnostics Skills // Biomedical Engineering. 2018. Vol. 51. N 6. Pp. 416-421. DOI 10.1007/s10527-018-9761-8.
  • Gribova V.V., Petryaeva M.V., Okun D.B., Shalfeeva E.A. Medical diagnosis ontology for intelligent decision support systems // Ontologiya proektirovaniya [Ontology of Designing]. 2018. Vol. 8, Is. 1(27). Pp. 58-73. DOI:10.18287/2223-9537-2018-8-1-58-73. (in Russian)
  • Gribova V.V., Ivanova A.V. Automation of the choice of means of protection of information systems based on the ontological approach // Nauchno-tekhnicheskaya informaciya. Seriya 2. Informacionnye processy i sistemy. 2018. Is. 5. Pp. 9-18. (in Russian)
  • Gribova V.V., Moskalenko F.M., Timchenko V.A., Fedorishchev L.A. Technology of interaction of IACPaaS cloud platform services with external software // Programmnye produkty i sistemy [Software & Systems] 2018. Is. 2. Pp. 233-238. DOI:10.15827/0236-235X.122.233-238. (in Russian)
  • Kleschev A.S., Timchenko V.A. Theoretical foundations of the shell for interactive systems of intuitive mathematical proofs verification // Ontologiya proektirovaniya [Ontology of Designing]. 2018. Vol. 8, Is. 2(28). Pp. 219-239. DOI: 10.18287/2223-9537-2018-8-2-219-239. (in Russian)
  • Velichko A.S. Multi-commodity Flows Model for the Pacific Russia Inter-regional Trade // International Journal of Artificial Intelligence. 2018. Vol. 16. No. 1. P. 158-166.