Ivan Ryzhikov
Visiting Researcher
Department of Environmental and Biological Sciences, Faculty of Science, Forestry and Technology
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, 4, 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, 12, 2840. 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, 120858. 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, 2023, Kovalev, Igor; Voroshilova, Anna, Proceedings of the IV International Scientific Conference on Advanced Technologies in Aerospace, Mechanical and Automation Egineering (MIST: Aerospace-IV 2021). A4 Conference proceedings -
Combining Deep Learning Model and Evolutionary Optimization for Parameters Identification of NMR Signal
Ryzhikov, Ivan; Nikolskaya, Ekaterina; Hiltunen, Yrjö, 2022, De Marsico, Maria; Sanniti di Baja, Gabriella; Fred, Ana, Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2022) - Volume 1, 761-768. A4 Conference proceedings -
Risk estimation in data-driven fault prediction for a biomass-fired power plant
Ryzhikov, I; Liukkonen, M; Kettunen, A; Hiltunen, Y, 2021, Merelo; Juan Julian; Garibaldi, Jonathan; Wagner,Christian; Bäck, Thomas; Madani, Kurosh; Warwick, Kevin, Proceedings of the 12th International Joint Conference on Computational Intelligence, 423-429. 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, 2020, -, II International Scientific Conference Advanced Technologies in Aerospace, Mechanical and Automation Engineering" - MIST: Aerospace - 2019 18-21 November 2019, Krasnoyarsk, Russia", 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, 1, 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, 2019, Madani, Kurosh; Gusikhin, Oleg, Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, 199-205. A4 Conference proceedings