Ivan Ryzhikov - UEFConnect

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Information Publications

Keywords

black-box optimization dynamical systems inverse mathemtical modeling machine learning mathematical programming optimization heuristics system identification

Publications

12/12 items

A Novel Multi-Objective Hybrid Evolutionary-Based Approach for Tuning Machine Learning Models in Short-Term Power Consumption Forecasting
Vakhnin, Aleksei; Ryzhikov, Ivan; Niska, Harri; Kolehmainen, Mikko. 2024. AI. 5: 2461-2496 A1 Journal article (refereed), original research
Weather-Based Prediction of Power Consumption in District Heating Network: Case Study in Finland
Vakhnin, Aleksei; Ryzhikov, Ivan; Brester, Christina; Niska, Harri; Kolehmainen, Mikko. 2024. Energies. 17: A1 Journal article (refereed), original research
Composition of active bacterial communities and presence of opportunistic pathogens in disinfected and non-disinfected drinking water distribution systems in Finland
Siponen, Sallamaari; Jayaprakash, Balamuralikrishna; Hokajärvi, Anna-Maria; Gomez-Alvarez, Vicente; Inkinen, Jenni; Ryzhikov, Ivan; Räsänen, Pia; Ikonen, Jenni; Pursiainen, Anna; Kauppinen, Ari; Kolehmainen, Mikko; Paananen, Jussi; Torvinen, Eila; Miettinen, Ilkka T; Pitkänen, Tarja. 2023. Water research. 2024; 248: A1 Journal article (refereed), original research
Penalties and computational resources in NMR water content analysis parameter identification with differential evolution
Ryzhikov, Ivan; Nikolskaya, Ekaterina; Hiltunen, Yrjö. Teoksessa: Kovalev, Igor; Voroshilova, Anna(toim.) , 2023. Proceedings of the IV International Scientific Conference on Advanced Technologies in Aerospace, Mechanical and Automation Egineering (MIST: Aerospace-IV 2021). s. . A4 Conference proceedings
Combining Deep Learning Model and Evolutionary Optimization for Parameters Identification of NMR Signal
Ryzhikov, Ivan; Nikolskaya, Ekaterina; Hiltunen, Yrjö. Teoksessa: De Marsico, Maria; Sanniti di Baja, Gabriella; Fred, Ana(toim.) , 2022. Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2022) - Volume 1. s. 761-768. SCITEPRESS Science And Technology Publications A4 Conference proceedings
Risk estimation in data-driven fault prediction for a biomass-fired power plant
Ryzhikov, I; Liukkonen, M; Kettunen, A; Hiltunen, Y. Teoksessa: Merelo; Juan Julian; Garibaldi, Jonathan; Wagner,Christian; Bäck, Thomas; Madani, Kurosh; Warwick, Kevin(toim.) , 2021. Proceedings of the 12th International Joint Conference on Computational Intelligence. s. 423-429. SCITEPRESS Science And Technology Publications A4 Conference proceedings
Nonlinear dynamic system identification with a cooperative population-based algorithm featuring a restart metaheuristic
Brester, C; Ryzhikov, I; Stanovov, V; Semenkin, E; Kolehmainen, M. Teoksessa: -(toim.) , 2020. II International Scientific Conference Advanced Technologies in Aerospace, Mechanical and Automation Engineering" - MIST: Aerospace - 2019 18-21 November 2019, Krasnoyarsk, Russia". s. 12100. A4 Conference proceedings
Potential and limitations of a pilot-scale drinking water distribution system for bacterial community predictive modelling
Brester, C; Ryzhikov, I; Siponen, S; Jayaprakash, B; Ikonen, J; Pitkänen, T; Miettinen, IT; Torvinen, E; Kolehmainen, M. 2020. Science of the total environment. 717: 137249 A1 Journal article (refereed), original research
Active eukaryotes in drinking water distribution systems of ground and surface waterworks
Inkinen, J; Jayaprakash, B; Siponen, S; Hokajärvi, AM; Pursiainen, A; Ikonen, J; Ryzhikov, I; Täubel, M; Kauppinen, A; Paananen, J; Miettinen, IT; Torvinen, E; Kolehmainen, M; Pitkänen, T. 2019. Microbiome. 7: 99 A1 Journal article (refereed), original research
Multi-Objective Approach for Support Vector Machine Parameter Optimization and Variable Selection in Cardiovascular Predictive Modeling
Brester, Christina; Ryzhikov, Ivan; Tuomainen, Tomi-Pekka; Voutilainen, Ari; Semenkin, Eugene; Kolehmainen, Mikko. Teoksessa: Madani, Kurosh; Gusikhin, Oleg(toim.) , 2019. Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO. s. 199-205. SCITEPRESS Science And Technology Publications A4 Conference proceedings
Multi-objective Evolutionary Approach in the Linear Dynamical System Inverse Modeling
Ryzhikov, Ivan; Brester, Christina; Semenkin, Eugene; Kolehmainen, Mikko. Teoksessa: Sabourin, Christophe; Merelo, Juan Julian; Linares Barranco, Alejandro; Madani, Kurosh; Warwick, Kevin(toim.) , 2018. Proceedings of the 10th International Joint Conference on Computational Intelligence - Volume 1: IJCCI. s. 281-288. SCITEPRESS Science And Technology Publications A4 Conference proceedings
On island model performance for cooperative real-valued multi-objective genetic algorithms
Brester, Christina; Ryzhikov, Ivan; Semenkin, Eugene; Kolehmainen, Mikko. Teoksessa: Tan, Ying; Shi, Yuhui; Tang, Qirong(toim.) , 2018. Advances in Swarm Intelligence: 9th International Conference, ICSI 2018, Shanghai, China, June 17-22, 2018, Proceedings, Part I. s. 210-219. Springer A4 Conference proceedings