Mikko Kolehmainen

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Harri NiskaUniversity of Eastern FinlandZweryfikowany adres z uef.fi
Ari KarppinenDocent, Head of Research, Finnish Meteorological InstituteZweryfikowany adres z fmi.fi
Mauno RönkköYmpäristötieteen laitos, Itä-Suomen yliopistoZweryfikowany adres z uef.fi
Markus StockerTIB — Leibniz Information Centre for Science and Technology and Leibniz University HannoverZweryfikowany adres z tib.eu
Teemu RäsänenD.Sc. (Technology), Senior lecturer at Savonia University of Applied SciencesZweryfikowany adres z savonia.fi
Jaakko KukkonenProf, Finnish Meteorological Institute, Docent, Univ. Helsinki, Visiting Prof., Univ. HertfordshireZweryfikowany adres z fmi.fi
Heikki JunninenUniversity of Tartu, Institute of PhysicsZweryfikowany adres z ut.ee
Gavin C CawleySenior Lecturer in Computing Sciences, University of East AngliaZweryfikowany adres z uea.ac.uk
Tim ChattertonIndependent Research and ConsultancyZweryfikowany adres z racfoundation.org
Kauko LeiviskäProfessor Emeritus in Control Engineering, University of OuluZweryfikowany adres z oulu.fi
Kostas KaratzasProfessor, School of Mechanical Engineering, Aristotle University of ThessalonikiZweryfikowany adres z auth.gr
Markus JohanssonUniversity of Eastern FinlandZweryfikowany adres z uef.fi
Eero CastrénNeuroscience Center, University of Helsinki, FinlandZweryfikowany adres z helsinki.fi
Markku KeinänenUniversity of Eastern FinlandZweryfikowany adres z uef.fi
Elina OksanenProfessorZweryfikowany adres z uef.fi
Xavier AlbaceteUniversity of Eastern FinlandZweryfikowany adres z uef.fi
Timo TokolaUniversity of Eastern Finland, School of Forest SciencesZweryfikowany adres z uef.fi
Markku LehtolaKuopion Vesi, FinlandZweryfikowany adres z suomi24.fi
Mats NeoviusPhD, Åbo Akademi UniversityZweryfikowany adres z abo.fi
Luigia PetreAssociate Professor in Computer Science, Åbo Akademi University, FinlandZweryfikowany adres z abo.fi

Obserwuj

Mikko Kolehmainen

Professor of environmental informatics and modelling, University of Eastern Finland

Zweryfikowany adres z uef.fi

Application of computational methods environmental bioinformatics


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
Analysis of gene expression data using self‐organizing maps P Törönen, M Kolehmainen, G Wong, E Castrén FEBS letters 451 (2), 142-146, 1999	768	1999
Methods for imputation of missing values in air quality data sets H Junninen, H Niska, K Tuppurainen, J Ruuskanen, M Kolehmainen Atmospheric environment 38 (18), 2895-2907, 2004	713	2004
Cow behaviour pattern recognition using a three-dimensional accelerometer and support vector machines P Martiskainen, M Järvinen, JP Skön, J Tiirikainen, M Kolehmainen, ... Applied animal behaviour science 119 (1-2), 32-38, 2009	495	2009
Neural networks and periodic components used in air quality forecasting M Kolehmainen, H Martikainen, J Ruuskanen Atmospheric Environment 35 (5), 815-825, 2001	436	2001
Extensive evaluation of neural network models for the prediction of NO2 and PM10 concentrations, compared with a deterministic modelling system and measurements in central Helsinki J Kukkonen, L Partanen, A Karppinen, J Ruuskanen, H Junninen, ... Atmospheric Environment 37 (32), 4539-4550, 2003	414	2003
Evolving the neural network model for forecasting air pollution time series H Niska, T Hiltunen, A Karppinen, J Ruuskanen, M Kolehmainen Engineering Applications of Artificial Intelligence 17 (2), 159-167, 2004	311	2004
Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2. 5 concentrations using artificial neural networks, in Thessaloniki and … D Voukantsis, K Karatzas, J Kukkonen, T Räsänen, A Karppinen, ... Science of the Total Environment 409 (7), 1266-1276, 2011	300	2011
Data-based method for creating electricity use load profiles using large amount of customer-specific hourly measured electricity use data T Räsänen, D Voukantsis, H Niska, K Karatzas, M Kolehmainen Applied Energy 87 (11), 3538-3545, 2010	258	2010
A rigorous inter-comparison of ground-level ozone predictions U Schlink, S Dorling, E Pelikan, G Nunnari, G Cawley, H Junninen, ... Atmospheric Environment 37 (23), 3237-3253, 2003	177	2003
Feature-based clustering for electricity use time series data T Räsänen, M Kolehmainen Adaptive and Natural Computing Algorithms: 9th International Conference …, 2009	154	2009
Reducing energy consumption by using self-organizing maps to create more personalized electricity use information T Räsänen, J Ruuskanen, M Kolehmainen Applied Energy 85 (9), 830-840, 2008	103	2008
Financial innovation: Credit default hybrid model for SME lending K Li, J Niskanen, M Kolehmainen, M Niskanen Expert Systems with Applications 61, 343-355, 2016	101	2016
Geodemographic analysis and estimation of early plug-in hybrid electric vehicle adoption J Saarenpää, M Kolehmainen, H Niska Applied Energy 107, 456-464, 2013	96	2013
Forecasting air quality parameters using hybrid neural network modelling M Kolehmainen, H Martikainen, T Hiltunen, J Ruuskanen Environmental Monitoring and Assessment 65, 277-286, 2000	86	2000
Intelligent analysis of energy consumption in school buildings M Raatikainen, JP Skön, K Leiviskä, M Kolehmainen Applied energy 165, 416-429, 2016	73	2016
Neural networks for the prediction of species-specific plot volumes using airborne laser scanning and aerial photographs H Niska, JP Skon, P Packalen, T Tokola, M Maltamo, M Kolehmainen IEEE Transactions on Geoscience and Remote Sensing 48 (3), 1076-1085, 2009	64	2009
Evaluation of an integrated modelling system containing a multi-layer perceptron model and the numerical weather prediction model HIRLAM for the forecasting of urban airborne … H Niska, M Rantamäki, T Hiltunen, A Karppinen, J Kukkonen, ... Atmospheric Environment 39 (35), 6524-6536, 2005	63	2005
Evaluating online data of water quality changes in a pilot drinking water distribution system with multivariate data exploration methods SM Mustonen, S Tissari, L Huikko, M Kolehmainen, MJ Lehtola, ... Water Research 42 (10-11), 2421-2430, 2008	58	2008
Gene expression responses of paper birch (Betula papyrifera) to elevated CO2 and O3 during leaf maturation and senescence S Kontunen-Soppela, J Parviainen, H Ruhanen, M Brosché, M Keinänen, ... Environmental pollution 158 (4), 959-968, 2010	53	2010
Determination and identification of pesticides from liquid matrices using ion mobility spectrometry K Tuovinen, M Kolehmainen, H Paakkanen Analytica chimica acta 429 (2), 257-268, 2001	48	2001

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