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prof. Sergiy Yakovlev

prof. Sergiy Yakovlev

Zakład Modelowania Matematycznego 

Stanowisko: profesor badawczy

Pokój: 167

Telefon: +48 426313617

e-mail: sergiy.yakovlev@p.lodz.pl

 

 

Treść (rozbudowana)
Autorstwo i redakcja książek oraz wydań specjalnych
  • Yakovlev S., Pichugina  O., Kolechkina  L. (2023) Combinatorial Point Configurations and Polytopes. Publish house of Lodz University. – 248 p.
  • Stoyan Yu.G., Yaskov G.M., Romanova T.Ye., Yakovlev S.V. (2021) Packaging of Spherical Objects: Models, Methods, and Applications: monograph. – Kyiv: Naukova dumka . – 274 p.
  • Stoyan Yu.G., Yakovlev S.V. (2020) Mathematical Models and Optimization Methods for Geometric Design: monograph. – Kyiv: Naukova dumka (2-nd ed.). – 272 p.
  • Kharchenko V.S., Yakovlev S.V., Gorbachik O.S. et al. (2019) Ensuring Functional Security of Critical Information and Control Systems: monograph.  – Kharkiv: Constanta. – 272 p.
  • Yakovlev S.V., Pichugina O.S. (2018) Continuous Functional Representations in Discrete Optimization: monograph. – Kharkiv: Golden mile. – 312 p.
  • Stoyan Yu.G., Yakovlev S.V., Pichugina O.S. (2017) Euclidean Combinatorial Configurations: monograph. – Kharkiv: Constanta. – 404 p.
  • Gritsik V.V., Shevchenko A.M., Kiseleva E.M., S.V. Yakovlev S.V. et al. (2017) Mathematical Methods of Optimization and Intelligent Computer Technologies for Modeling Complex Processes and Systems with Spatial Shapes of Objects: monograph  – Donetsk: Nauka i osvita. – 480 p.
  • Yakovlev S.V., Gnusov Yu.V. (2008) Mathematical Methods for State Assessment and Crime Prediction: monograph. - Kharkiv: University of internal affairs. – 258 p.
  • Yakovlev S.V., Gil N.I., Komyak V.M. et al. (1995) Elements of the Theory of Geometric Design: monograph  – Kyiv: Naukova dumka. – 247 p.
  • Stoyan Yu.G., Yakovlev S.V. (1986) Mathematical Models and Optimization Methods of Geometric Design: monograph – Kyiv: Naukova dumka. – 268 p.
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Publikacje w Czasopismach Naukowych
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Publikacje w Materiałach Konferencyjnych
  • Skorobohatko S., Fesenko H., Kharchenko V., Yakovlev S.(2024) Architecture and Reliability Models of Hybrid Sensor Networks for Environmental and Emergency Monitoring Systems. Cybernetics and Systems Analysis, 60(2), pp. 293–304.
  • Chumachenko, D., Yakovlev, S. (2024) Artificial Intelligence Algorithms for Healthcare. Algorithms, 17, 105.
  • Bazilevych, K.O., Kyrylenko, O.Yu., Yakovlev S.V. et al. (2023) Information System for Assessing the Informativeness of an Epidemic Process Features. System Research and Information Technologies, 2023(4), pp. 100–112.
  • Yakovlev, S.; Kiseleva, O.; Chumachenko, D.; Podzeha, D. (2023) Maximum Service Coverage in Business Site Selection Using Computer Geometry Software. Electronics, 12, 2329.
  • Yakovlev, S., Pichugina, O. (2023). Continuous and Convex Extensions Approaches in Combinatorial Optimization. In: Zgurovsky, M., Pankratova, N. (eds) System Analysis and Artificial Intelligence. Studies in Computational Intelligence, vol 1107.
  • Springer, Cham.Yurii Skob , Sergiy Yakovlev, Oksana Pichugina, Mykola Kalinichenko, Kyryl Korobchynskyi, Andrii Hulianytskyi (2023) Numerical Evaluation of Wind Speed Influence on Accident Toxic Spill Consequences Scales. Environmental and Climate Technologies,27(1),45-463
  • Yakovlev, S.V. (2023) The Concept of Modeling Packing and Covering Problems Using Modern Computational Geometry Software. Cybernetics and Systems Analysis, 59(1), pp. 108-119. 
  • Skob, Yu., Yakovlev, S., Korobchynskyi, K., Kalinichenko, M. (2023) Numerical Assessment of Terrain Relief Influence on Consequences for Humans Exposed to Gas Explosion Overpressure. Computation, 19.
  • Padalko, H., Chomko, V., Yakovlev, S., Chumachenko, D. (2023) Ensemble Machine Learning Approaches for Fake News Classification. Radioelectronic and Computer Systems, 2023, (4), pp. 5–19.
  • Chumachenko, D., Dudkina, T., Yakovlev, S., Chumachenko, T. (2023) Effective Utilization of Data for Predicting COVID-19 Dynamics: An Exploration through Machine Learning Models. International Journal of Telemedicine and Applications, 9962100
  • Chumachenko, D., Kaur, J., Yakovlev, S., Morita, P. (2023) Preface CEUR Workshop Proceedings, 3641
  • Yakovlev, S., Podzeha, D., Wojciechowski, A., Hulianytskyi, A. (2023) Maximum Double Coverage by Wireless Sensor Network with Fixed Number of Sensors. 13th International Conference on Dependable Systems, Services and Technologies, DESSERT 2023.
  • Skorobohatko, S., Fesenko, H., Kharchenko, V., Yakovlev, S. (2023) Edge-based Sensors Network for Critical Object Monitoring: Reliability Models Considering the Location of Failed Sensors. 13th International Conference on Dependable Systems, Services and Technologies, DESSERT 2023.
  • Yakovlev, S., Wojciechowski, A., Podzeha, D., Illiashenko, O., Yakovleva, I. (2023) Solving the Two-Criteria Maximum Coverage Location Problem of Continuous Area Monitored by Sensor Network. Proceedings of the IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS, 2023, pp. 1145–1150
  • Yurii Skob , Sergiy Yakovlev, Oksana Pichugina, et al. (2023) Numerical Evaluation of Wind Speed Influence on Accident Toxic Spill Consequences Scales. International Scientific Conference of Environmental and Climate Technologies.
  • Kiseleva, O., Kuzenkov, O., Yakovlev, S. (2023) Mathematical Modeling of Rhesus Agglutinogen Dynamics in the Human Population. CEUR Workshop Proceedings, 3641, pp. 270–275.
  • Yakovlev, S., Khovrat, A., Kobziev, V. (2023) Using Parallelized Neural Networks to Detect Falsified Audio Information in Socially Oriented Systems. CEUR Workshop Proceedings, 3624, pp. 220–23
  • Skob, Y., Yakovlev, S., Pichugina, O., Kalinichenko, M., Korobchynskyi, K. Mathematical Modelling of Gas Admixtures Release, Dispersion and Explosion in Open Atmosphere. CEUR Workshop Proceedings, 2023, 3641, pp. 168–181
  • Chumachenko, D., Wojciechowski, A., Yakovlev, S. (2023) Simulation of the Impact of Migration Caused by the Russian War in Ukraine on the Dynamics of COVID-19 in Poland. Lecture Notes in Networks and Systems, 657 LNNS, pp. 227–237
  • Vyacheslav Kharchenko, Artem Abakumov, Sergiy Yakovlev (2023) Semi-formal methods for security informed safety assessment of robotic systems. 4th Polish Conference on Artificial Intelligence
  • Lyudmyla Kirichenko, Oksana Pichugina, Bohdan Sydorenko, Sergiy Yakovlev (2023) Recognition of Shoplifting Activities in CCTV Footage using a Combined CNN-RNN Model. 4th Polish Conference on Artificial Intelligence
  • Sergiy Yakovlev, Oleksii Kartashov, Dmytro Podzeha, Iryna Yakovleva (2023) The Problem of Optimal Placement under Relaxed Conditions of Non-intersection of Geometric Objects. Abs. of 19th ESICUP Meeting (Bologna, Italy, 3rd - 5th May 2023)
  • Yakovlev, S., Kartashov, O., Podzeha, D. (2022) Mathematical Models and Nonlinear Optimization in Continuous Maximum Coverage Location Problem. Computation, 10(7), 119.
  • Bazilevych, K.O., Chumachenko, D.I., Hulianytskyi, L.F., Meniailov, I.S., Yakovlev, S.V. (2022) Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design. Cybernetics and Systems Analysis, 58(3), pp. 343–353.
  • Bazilevych, K.O., Chumachenko, D.I., Hulianytskyi, L.F., Meniailov, I.S., Yakovlev, S.V. (2022) Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development. Cybernetics and Systems Analysis, 58(4), pp. 499–509.
  • Pichugina, O., Yakovlev, S. (2022) Continuous Extensions on Euclidean Combinatorial Configurations. Buletinul Academiei de Stiinte a Republicii Moldova. Matematica, 2022(1), pp. 3–21. 
  • Kirichenko, L., Radivilova, T., Sydorenko, B., Yakovlev, S. (2022) Detection of Shoplifting on Video Using a Hybrid Network. Computation, 10(11), 199.
  • Yakovlev, S., Kartashov, O., Mumrienko, A. (2022) Formalization and Solution of the Maximum Area Coverage Problem Using Library Shapely for Territory Monitoring. Radioelectronic and Computer Systems, 2022(2), pp. 35–48.
  • Chumachenko, D., Meniailov, I., Bazilevych, K., Chumachenko, T., Yakovlev, S. (2022) Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting. Computation, 10(6), 86.
  • Pichugina, O., Yakovlev, S. (2022) New Classes of Unconstrained Permutation-Based Problems and Their Solutions. 2022 IEEE 3rd International Conference on System Analysis and Intelligent Computing, SAIC 2022. Proceedings, 2022.
  • Chumachenko, D.,  Wojciechowski, A., Yakovlev, S. (2023) Simulation of the Impact of Migration Caused by the Russian War in Ukraine on the Dynamics of COVID-19 in Poland. Lecture Notes in Networks and Systems, vol. 657, pp. 227 – 237.
  • Chumachenko, D., Pyrohov, P., Yakovlev, S. (2022) Impact of Migration on COVID-19 Epidemic Process in Romania: A Simulation Study. International Scientific and Technical Conference on Computer Sciences and Information Technologies. Proceedings, 2022-November, pp. 22–25
  • Sergiy Yakovlev (2022) New Approach to Solution of Packing and Covering Problem with Complex-Shape Objects. Abstracts of the 32nd European Conference on Operational Research (Espoo, Finland 3-6 July 2022). ISBN 978-951-9525 4-1-9
  • Sergiy Yakovlev (2022) On Problems of Packing and Covering Irregular Figures: Some Approaches to Formalization and Solution. Abstracts of 18th ESICUP Meeting (Toledo, Spain, 11th – 17th May 2022)
  • Khovrat, A., Kobziev, V., Nazarov, A., Yakovlev, S. (2022) Parallelization of the VAR Algorithm Family to Increase the Efficiency of Forecasting Market Indicators During Social Disaster. CEUR Workshop Proceedings, 2022, 3347, pp. 222–233.
  • Dyadun, S., Yakovlev, S., Kobylin, O. (2022) Mathematical Modeling of Steady Flow Distribution in Water Supply Networks with Pumping Stations and Regulating Capacitances. CEUR Workshop Proceedings, 3348, pp. 78–83
  • Chumachenko, D., Meniailov, I., Bazilevych, K., Chumachenko, T., Yakovlev, S. (2021) On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine. Procedia Computer Science, 198, pp.  706–711
  • Chumachenko, D., Bazilevych, K., Meniailov, I., Yakovlev, S., Chumachenko, T. (2021) Simulation of COVID-19 Dynamics using Ridge Regression. 2021 IEEE 4th International Conference on Advanced Information and Communication Technologies, AICT 2021 - Proceedings, pp. 163–166
  • Chumachenko, D., Sokolov, O., Kryvinska, N., Yakovlev, S. (2021) Preface CEUR Workshop Proceedings, 3003
  • Yakovlev, S., Kartashov, O., Korobchynskyi, K., Yakovleva, I., Yarovaya, O.(2021) Optimal spatial configurations synthesis using visualization of the decision-making process. CEUR Workshop Proceedings, 3003, pp. 114–122
  • Yakovlev, S. (2021) An approach for improving local solutions in the unequal circles packing problem. CEUR Workshop Proceedings, 3018, pp. 150–157
  • Mohammadi, A., Meniailov, I., Bazilevych, K., Yakovlev, S., Chumachenko, D. (2021) Comparative study of linear regression and sir models of covid-19 propagation in Ukraine before vaccination. Radioelectronic and Computer Systems, 2021, (3), pp. 5–18
  • Chumachenko, D., Yakovlev, S.(2021) Intelligent system of epidemic situation monitoring and control. CEUR Workshop Proceedings, 2021, 2870, pp. 46–55
  • Padalko, A., Padalko, N., Padalko, H., Yakovlev, S. (2021) Application of information and communication technologies during linear programming learning. CEUR Workshop Proceedings, 2021, 2824, pp. 192–201
  • Yakovlev, S. (2021) The expanding space method in sphere packing problem. Advances in Intelligent Systems and Computing, 2021, 1246 AISC, pp. 151–163
  • Yakovlev, S., Pichugina, O., Koliechkina, L. (2021) A lower bound for optimization of arbitrary function on permutations. Advances in Intelligent Systems and Computing, 2021, 1246 AISC, pp. 195–212
  • Stoyan, Y., Romanova, T., Yakovlev, S., Cantú, J. (2020) Optimized Packing Multidimensional Hyperspheres: A Unified Approach. Mathematical Biosciences and Engineering, 17(6), pp. 6601-6630.
  • Chumachenko, D., Sokolov, O., Yakovlev, S. (2020) Fuzzy Recurrent Mappings in Multiagent Simulation of Population Dynamics Systems. International Journal of Computing, 19(2) ,pp. 290-297.
  • Stoyan, Y., Yakovlev, S. (2020) Theory and Methods of Euclidian Combinatorial Optimization: Current Status and Prospects. Cybernetics and Systems Analysis, 56(3), pp.366-379.
  • Yakovlev, S. (2020) The Expanding Space Method in Sphere Packing Problem. Lecture Notes in Computational Intelligence and Decision Making, pp. 151–163, Cham: Springer.
  • Pichugina, O., Yakovlev, S. (2020) Euclidean Combinatorial Configurations: Continuous Representations and Convex Extensions. Lecture Notes in Computational Intelligence and Decision Making, pp. 65–80, Cham: Springer.
  • Yakovlev, S., Koliechkina, L. (2020) A Lower Bound for Optimization of Arbitrary Function on Permutations. Lecture Notes in Computational Intelligence and Decision Making, pp. 195–212, Cham: Springer.
  • Yakovlev, S., Bazilevych, K., Chumachenko, D., ...Meniailov, I., Tkachenko, A. (2020) The concept of developing a decision support system for the epidemic morbidity control. CEUR Workshop Proceedings, 2020, 2753, pp. 265–274
  • Koliechkina, L., Pichugina, O., Yakovlev, S. (2020) A Graph-Theoretic Approach to Multiobjective Permutation-Based Optimization. Communications in Computer and Information Science, 2020, 1145 CCIS, pp. 383–400
  • Pichugina, O., Yakovlev, S. (2020) Quadratic optimization models and convex extensions on permutation matrix set. Advances in Intelligent Systems and Computing, 2020, 1080 AISC, pp. 231–246
  • Yakovlev, S. (2020) Configuration Spaces of Geometric Objects with Their Applications in Packing, Layout and Covering Problems. Advances in Intelligent Systems and Computing, 2020, 1020, pp. 122–132
  • Yakovlev, S.V. (2019) Formalizing Spatial Configuration Optimization Problems with the Use of a Special Function Class. Cybernetics and Systems Analysis, 55(4), pp.581-589.
  • Mashtalir, S.V., Yakovlev,S. V. (2019) Clustering Video Sequences by the Method of Harmonic k-Means. Cybernetics and Systems Analysis, 55(2), pp.200-206
  • Mashtalir, S.V., Stolbovoi, M.I., Yakovlev, S.V. (2019) Hybrid approach to clustering various lengths video. Journal of Automation and Information Sciences, 2019, 51(4), pp. 26–35
  • Yakovlev, S.V., Pichugina, O.S., Yarovaya, O.V. (2019) Polyhedral-spherical configurations in discrete optimization problems. Journal of Automation and Information Sciences, 2019, 51(1), pp. 26–40
  • Chumachenko, D., Chumachenko, K., Yakovlev, S. (2019) Intelligent simulation of network worm propagation using the code red as an example. Telecommunications and Radio Engineering, 78(5), pp. 443–464
  • Pichugina, O., Yakovlev, S. (2019) Euclidean combinatorial configurations: Typology and applications. 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering, UKRCON 2019 - Proceedings, pp. 1065–1070, 8879912
  • Yakovlev, S., Kartashov, O., Pichugina, O., Yakovleva, I. (2019) Geometric information and its mapping in monitoring and control systems. 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering, UKRCON 2019 - Proceedings, pp. 1003–1006, 8879998
  • Yakovlev, S., Kartashov, O., Pichugina, O., Korobchynskyi, K. (2019) Genetic algorithms for solving combinatorial mass balancing problem. 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering, UKRCON 2019 - Proceedings, pp. 1061–1064, 8879938
  • Chumachenko, D., Yakovlev, S. (2019) Development of Deterministic Models of Malicious Software Distribution in Heterogeneous Networks. 2019 3rd International Conference on Advanced Information and Communications Technologies, AICT 2019 - Proceedings, pp. 439–442, 8847903
  • Yakovlev, S., Kartashov, O., Korobchynskyi, K., Skripka, B. (2019) Numerical results of variable radii method in the unequal circles packing problem. Experience of Designing and Application of CAD Systems in Microelectronics, 2019, 8779288
  • Yakovlev, S., Kartashov, O., Komyak, V., Sobol, O., Yakovleva, I. (2019) Modeling and simulation of coverage problem in geometric design systems. Experience of Designing and Application of CAD Systems in Microelectronics, 2019, pp. 20–23, 8779303
  • Chumachenko, D., Yakovlev, S. (2019) On intelligent agent-based simulation of network worms propagation. Experience of Designing and Application of CAD Systems in Microelectronics, 2019, pp. 11–14, 8779342
  • Yakovlev, S., Kartashov, O., Korobchynskyi, K. (2019) Models and methods of information technologies of spatial configurations synthesis. CEUR Workshop Proceedings, 2019, 2353, pp. 292–302
  • Yakovlev, S., Kartashov, O., Pichugina, O. (2019) Optimization on combinatorial configurations using genetic algorithms. CEUR Workshop Proceedings, 2019, 2353, pp. 28–40
  • Yakovlev, S., Pichugina, O. (2019) On constrained optimization of polynomials on permutation set. CEUR Workshop Proceedings, 2019, 2353, pp. 570–58
  • Yakovlev, S.V. (2018) Properties of Combinatorial Optimization Problems over Polyhedral-Spherical Sets. Cybernetics and Systems Analysis, 54(1), pр. 99-109.
  • Yakovlev, S.V. (2018) On some classes of spatial configurations of geometric objects and their formalization. Journal of Automation and Information Sciences, 2018, 50(9), pp. 38–50
  • Stoyan, Y.G., Yakovlev, S.V. (2018) Configuration Space of Geometric Objects. Cybernetics and Systems Analysis, 54(5), pр. 716–726
  • Yakovlev, S., Kartashov, O., Korobchynskyi, K. (2018) The Informational Analytical Technologies of Synthesis of Optimal Spatial Configuration. International Scientific and Technical Conference on Computer Sciences and Information Technologies, 2018, 2, pp. 140–143, 8526704
  • Yakovlev, S., Kartashov, O., Yarovaya, O. (2018) On class of genetic algorithms in optimization problems on combinatorial configurations. International Scientific and Technical Conference on Computer Sciences and Information Technologies, 2018, 1, pp. 374–377, 8526746
  • Yakovlev, S., Kartashov, O. (2018) System analysis and classification of spatial configurations. 2018 IEEE 1st International Conference on System Analysis and Intelligent Computing, SAIC 2018 - Proceedings, 2018, 8516760
  • Yakovlev, S., Pichugina, O., Yarovaya, O. (2018) On optimization problems on the polyhedral-spherical configurations with their properties. 2018 IEEE 1st International Conference on System Analysis and Intelligent Computing, SAIC 2018 - Proceedings, 2018, 8516801
  • Yakovlev, S.V. (2017) The Method of Artificial Dilation in Problems of Optimal Packing of Geometric Objects. Cybernetics and Systems Analysis, 53(5), pр. 725–731.
  • Yakovlev, S. (2017) Continuous Representation Techniques in Combinatorial Optimization. Journal of Mathematics, 13(2), pp. 12–25.
  • Yakovlev, S. (2017) Convex Extensions in Combinatorial Optimization and their Applications. Optimization Methods and its Applications, pp. 567–584, Cham: Springer.
  • Pichugina, O., Yakovlev, S. (2017) Optimization on polyhedral-spherical sets: Theory and applications. 2017 IEEE 1st Ukraine Conference on Electrical and Computer Engineering, UKRCON 2017 - Proceedings, 2017, pp. 1167–1174, 8100436
  • Yakovlev, S. (2016) Convex Extensions and Continuous Functional Representations in Optimization with their Applications. J. Coupled Syst. Multiscale Dyn., 4(2), pp. 129–152.
  • Pichugina, O.S., Yakovlev, S.V. (2016) Continuous Representations and Functional Extensions in Combinatorial Optimization. Cybernetics and Systems Analysis, 52(6), pр. 921–930.
  • Yakovlev S., Pichugina O. (2016) Continuous approaches to the unconstrained binary quadratic problems. Mathematical and Computational Approaches in Advancing Modern Science and Engineering. Cham: Springer.
  • Pichugina, O., Yakovlev, S. (2016) Functional and analytic representations of the general permutations. Eastern-European Journal of Enterprise Technologies, 2016, 1(4), pp. 27–38
  • Mashtalir, V.P., Yakovlev, S.V. (2014) Group Structures on Quotient Sets in Classification Problems. Cybernetics and Systems Analysis, 50(4), pp. 507–518.
  • Yakovlev, S. (2014) Original Methods of Optimization on Combinatorial Sets. Optimization, pp. 219–228, World Sci. Publ., River Edge, NJ.
  • Gerasin, S.N., Yakovlev, S.V., Yalovega, I.G. (2012) Qualitative analysis of one class of population models with commensal interaction. Cybernetics and Systems Analysis, 2012, 48(2), pp. 192–199
  • Gerasin, S.N., Shlyakhov, V.V., Yakovlev, S.V. (2008) Set coverings and tolerance relations. Cybernetics and Systems Analysis, 2008, 44(3), pp 333–340
  • Yakovlev, S.V., Valuiskaya, O.A. (2001) Optimization of linear functions at the vertices of a permutation polyhedron with additional linear constraints. Ukrainian Mathematical Journal, 2001, 53(9), pp. 1535–1545
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