
MIKKO KOLEHMAINEN
Professori
Ympäristöinformatiikan ja -mallinnuksen professori
Yhteystiedot
Organisaatio
Ympäristö- ja biotieteiden laitos, Ympäristöinformatiikan tutkimusryhmä, Environmental Informatics
Sähköposti
mikko.kolehmainen@uef.fi
Puhelin
044 290 2637
Avainsanat
akvaattinen mallintaminen
asumisterveys ja energiatehokkuus
datatiede
energiajärjestelmät
koneoppiminen
tekoäly
terveysmallintaminen
tiedonlouhinta
ympäristöinformatiikka
Tutkimusryhmät - UEF
Julkaisut
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Aggregated forecasting of the load control responses using a hybrid model that combines a physically based model with machine learning. Koponen, Pekka; Salmi, Tuukka; Evens, Corentin; Takala, Suvi; Hyttinen, Antti; Brester, Christina; Kolehmainen, Mikko; Niska, Harri. CIRED - open access proceedings journal. 2021. 2021
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Gutierrez-Rojas, Daniel; Mashlakov, Aleksei; Brester, Christina; Niska, Harri; Kolehmainen, Mikko; Narayanan, Arun; Honkapuro, Samuli; Nardelli, Pedro HJ. 2021. Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience IEEE access 9: 163108-163121. 2021
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Inkinen, Jenni; Siponen, Sallamaari; Jayaprakash, Balamuralikrishna; Tiwari, Ananda; Hokajärvi, Anna-Maria; Pursiainen, Anna; Ikonen, Jenni; Kauppinen, Ari; Miettinen, Ilkka T.; Paananen, Jussi; Torvinen, Eila; Kolehmainen, Mikko; Pitkänen, Tarja. 2021. Diverse and active archaea communities occur in non-disinfected drinking water systems - Less activity revealed in disinfected and hot water Water research X 12: 100101. 2021
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Predicting Cardiovascular Death with Automatically Designed Fuzzy Logic Rule-Based Models. Brester, Christina; Stanovov, Vladimir; Voutilainen, Ari; Tuomainen, Tomi-Pekka; Semenkin, Eugene; Kolehmainen, Mikko / Computational Intelligence: 11th International Joint Conference, IJCCI 2019, Vienna, Austria, September 17-19, 2019, Revised Selected Papers. 2021. 2021
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Voutilainen, Ari; Brester, Christina; Kolehmainen, Mikko; Tuomainen, Tomi-Pekka. 2021. Effects of data preprocessing on results of the epidemiological analysis of coronary heart disease and behaviour-related risk factors Annals of medicine 53 1: 890-899. 2021
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Brester, Christina; Voutilainen, Ari; Tuomainen, Tomi-Pekka; Kauhanen, Jussi; Kolehmainen, Mikko. 2021. Post-Analysis of Predictive Modeling with an Epidemiological Example Healthcare 9 7: 792. 2021
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Brester, C; Ryzhikov, I; Siponen, S; Jayaprakash, B; Ikonen, J; Pitkänen, T; Miettinen, IT; Torvinen, E; Kolehmainen, M. 2020. Potential and limitations of a pilot-scale drinking water distribution system for bacterial community predictive modelling Science of the total environment 717: 137249. 2020
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Järvelä-Reijonen, Elina; Puttonen, Sampsa; Karhunen, Leila; Sairanen, Essi; Laitinen, Jaana; Kolehmainen, Mikko; Pihlajamäki, Jussi; Kujala, Urho M; Korpela, Riitta; Ermes, Miikka; Lappalainen, Raimo; Kolehmainen, Marjukka. 2020. The Effects of Acceptance and Commitment Therapy (ACT) Intervention on Inflammation and Stress Biomarkers: a Randomized Controlled Trial International journal of behavioral medicine 27 5: 539-555. 2020
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Nonlinear dynamic system identification with a cooperative population-based algorithm featuring a restart metaheuristic. Brester, C; Ryzhikov, I; Stanovov, V; Semenkin, E; Kolehmainen, M / II International Scientific Conference "Advanced Technologies in Aerospace, Mechanical and Automation Engineering" - MIST: Aerospace - 2019 18-21 November 2019, Krasnoyarsk, Russia. 2020. 2020
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Skaldina, Oksana; Ciszek, Robert; Peräniemi, Sirpa; Kolehmainen, Mikko; Sorvari, Jouni. 2020. Facing the threat: common yellowjacket wasps as indicators of heavy metal pollution Environmental science and pollution research 27 23: 29031-29042. 2020