Ph.D., Head of the Department of Neuroinformatics and Machine Learning; graduated from Moscow State University in 1992, Faculty of Computational Mathematics and Cybernetics; since 1998 is an employee of the Institute.
List of major publications:
- Sgurev V.V., Yotsov V.S., Lyutikova L.A., Timofeev A.V. Development and application of multivalued logics and intelligent network flows // Proceedings of SPIIRAS. 2004, vol. 1, no. 2, pp. 257-265.
- Timofeev A.V., Lyutikova L.A. Development and application of multivalued logics and intelligent network flows // Proceedings of SPII RAS. 2005, issue 2, pp. 114-126.
- Timofeev A.V., Lyutikova L.A. The use of two-valued and multivalued predicate logic for database analysis // Reports of the Adyghe (Circassian) International Academy of Sciences. 2005, vol. 8, no. 1, pp. 105-111.
- Lyutikova L.A. Modeling of knowledge bases in terms of multivalued predicate logic // Preprint – Nalchik, Research Institute of AMA KBSC RAS, 2006. 33 p.
- Lyutikova L.A. Multivalued and variable logic systems // Reports of the Adyghe (Circassian) International Academy of Sciences. 2007, vol. 9, no. 2, pp. 114-115.
- Lyutikova L.A. Mathematical variable logic in simulating knowledge-based system // Bulletin of Samara State University. 2008, no. 6 (65), pp. 20-28.
- Lyutikova L.A. On issue of predicate variable use for information formalizing in biosystems // Vestnik VSTU. 2008, vol. 4, no. 11, pp. 98 – 102.
- Lyutikova L.A. Modeling and minimization of knowledge systems in terms of multivalued predicate logic // Dissertation for the degree of candidate of physical and mathematical sciences. Research Institute of Applied Mathematics and Automation KBSC RAS. 2008. 113 p.
- Lyutikova L.A. On some properties of logical integral differential apparatus // Natural and technical sciences. M .: Sputnik +, 2011, no. 5, pp. 317-321.
- Lyutikova L.A. Expert systems and smart search. Lecture course. Nalchik, 2014. 78 p.
- Lyutikova L.A. Logical approach to diagnostics of complex technical objects state // ISTU Bulletin. 2014, no. 11 (94). pp. 12-14.
- Lyutikova L.A., Shmatova E.V. Logical correction for qualitative research of the subject area in recognition problems. // Cybernetics and Programming. 2015, no. 5, pp.120-127.
- Lyutikova L.A., Shmatova E.V. Logical analysis of corrective operations for effective recognition algorithm // Software products and systems. 2016, no. 1 (113), pp. 108-112.
- Lyutikova L.A., Shmatova E.V. Search for patterns in data using sigma-pi neural networks // Software systems and computational methods, no. 3, pp. 25-34.
- Lyutikova L.A. Logical algorithm building for detecting outliers // Modeling, optimization and information technologies. 2018, vol. 6, no. 4 (23), pp. 86-96.
- Lyutikova L.A. Sigma-Pi Neural Networks: Error Correcting Methods // Procedia Computer Science. 2018, vol. 145, pp. 312-318.