| 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 | 714 | 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 | 499 | 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 | 415 | 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 | 104 | 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 |
| Soil-to-plant transfer of elements is not linear: results for five elements relevant to radioactive waste in five boreal forest species TS Tuovinen, P Roivainen, S Makkonen, M Kolehmainen, T Holopainen, ... Science of the total environment 410, 191-197, 2011 | 49 | 2011 |
Harri NiskaUniversity of Eastern FinlandVerified email at uef.fi
