Intelligent Waste Management. - Gijs van den Dool; Teemu Mustonen; Kousta Sirvio; Mikko Kolehmainen; Juliani Ruuskanen (EnviroInfo, 2003)

Hybrid Models for Forecasting Air Pollution Episodes. - Harri Niska; Teri Hiltunen; Mikko Kolehmainen; Juhani Ruuskanen (ICANNGA, 2003)

Self-organizing maps and Sammon's mapping in environmental informatics and bioinformatics. - Mikko Kolehmainen; Teri Hiltunen; Harri Niska (EnviroInfo (1), 2004)

Evolving the neural network model for forecasting air pollution time series. - Harri Niska; Teri Hiltunen; Ari Karppinen; Juhani Ruuskanen; Mikko Kolehmainen (Eng. Appl. Artif. Intell., 2004)

Genetic Algorithms and Sensitivity Analysis Applied to Select Inputs of a Multi-Layer Perceptron for the Prediction of Air Pollutant Time-Series. - Harri Niska; Mikko Heikkinen; Mikko Kolehmainen (IDEAL, 2006)

Feature-Based Clustering for Electricity Use Time Series Data. - Teemu Räsänen; Mikko Kolehmainen (ICANNGA, 2009)

An experimental evaluation of ZCS-DM for the prediction of urban air quality. - Fani A. Tzima; Harri Niska; Mikko Kolehmainen; Kostas D. Karatzas; Pericles A. Mitkas (ITEE, 2009)

Neural Networks for the Prediction of Species-Specific Plot Volumes Using Airborne Laser Scanning and Aerial Photographs. - Harri Niska; Jukka-Pekka Skon; Petteri Packalen; Timo Tokola; Matti Maltamo; Mikko Kolehmainen (IEEE Trans. Geosci. Remote. Sens., 2010)

Enterprise Architecture for Addressing Business Transformation Challenges: The Case of Embedded Mobile Provisioning Process in the Telecommunications Industry. - Marcos Tong; Harald Bender; Mikko Kolehmainen; Janne Parantainen; Gerald Lehmann (EDOC, 2011)

Business transformation of the provisioning process for Machine-to-Machine. - Harald Bender; Mikko Kolehmainen; Gerald Lehmann; Janne Parantainen; Markus Staufer; Marcos Tong (ICIN, 2011)

The Relevance of Measurement Data in Environmental Ontology Learning. - Markus Stocker; Mauno Rönkkö; Ferdinando Villa; Mikko Kolehmainen (ISESS, 2011)

Prediction of microRNA targets in Caenorhabditis elegans using a self-organizing map. - Liisa Heikkinen; Mikko Kolehmainen; Garry Wong (Bioinform., 2011)

Making Sense of Sensor Data Using Ontology: A Discussion for Residential Building Monitoring. - Markus Stocker; Mauno Rönkkö; Mikko Kolehmainen (AIAI (2), 2012)

A GIS-based method for the selection of the location of residence. - Xavier Albacete; Kari Pasanen; Mikko Kolehmainen (Geo spatial Inf. Sci., 2012)

GIS-Based Route Planning for HAZMAT Transportation. - Alexander Preda; Mauno Rönkkö; Stefan Pickl; Mikko Kolehmainen (ISESS, 2013)

Classifying Environmental Monitoring Systems. - Mauno Rönkkö; Ville Kotovirta; Mikko Kolehmainen (ISESS, 2013)

TiTiMaKe: A Distributed Service Architecture for Security Applications. - Mauno Rönkkö; Markus Stocker; Markku Huttunen; Ville Kotovirta; Mikko Kolehmainen (ISESS, 2013)

Acquisition and Representation of Knowledge for Atmospheric New Particle Formation. - Markus Stocker; Elham Baranizadeh; Amar Hamed; Mauno Rönkkö; Annele Virtanen; Ari Laaksonen; Harri Portin; Mika Komppula; Mikko Kolehmainen (ISESS, 2013)

On Proving Recoverability of Smart Electrical Grids. - Seppo Horsmanheimo; Maryam Kamali; Mikko Kolehmainen; Mats Neovius; Luigia Petre; Mauno Rönkkö; Petter Sandvik (NASA Formal Methods, 2014)

Design of a Novel Adaptive Indoor Air Quality Control for Co-learning Smart House. - Markus Johansson; Keijo Haataja; Mikko Kolehmainen; Pekka J. Toivanen (S-CUBE, 2014)

Representing situational knowledge acquired from sensor data for atmospheric phenomena. - Markus Stocker; Elham Baranizadeh; Harri Portin; Mika Komppula; Mauno Rönkkö; Amar Hamed; Annele Virtanen; Kari Lehtinen; Ari Laaksonen; Mikko Kolehmainen (Environ. Model. Softw., 2014)

Situational Knowledge Representation for Traffic Observed by a Pavement Vibration Sensor Network. - Markus Stocker; Mauno Rönkkö; Mikko Kolehmainen (IEEE Trans. Intell. Transp. Syst., 2014)

A data mining approach for producing small area statistics-based load profiles for distribution network planning. - Jukka Saarenpaa; Mikko Kolehmainen; Matti Mononen; Harri Niska (ICIT, 2015)

Quality Control of Environmental Measurement Data with Quality Flagging. - Mauno Rönkkö; Okko Kauhanen; Markus Stocker; Harri Hytönen; Ville Kotovirta; Esko Juuso; Mikko Kolehmainen (ISESS, 2015)

A Software System for the Discovery of Situations Involving Drivers in Storms. - Markus Stocker; Okko Kauhanen; Mikko Hiirsalmi; Janne Saarela; Pekka Rossi; Mauno Rönkkö; Harri Hytönen; Ville Kotovirta; Mikko Kolehmainen (ISESS, 2015)

Provenance in Systems for Situation Awareness in Environmental Monitoring. - Markus Stocker; Mauno Rönkkö; Mikko Kolehmainen (ISESS, 2015)

Monetary impact of dynamic pricing and demand response on households: The winners and losers. - Matti Mononen; Jukka Saarenpaa; Mikko Kolehmainen; Harri Niska; Antti Rautiainen (ISGT, 2015)

Emrooz: A Scalable Database for SSN Observations. - Markus Stocker; Narasinha Shurpali; Kerry Taylor; George Burba; Mauno Rönkkö; Mikko Kolehmainen (SSN-TC/OrdRing@ISWC, 2015)

Comparison of Two-Criterion Evolutionary Filtering Techniques in Cardiovascular Predictive Modelling. - Christina Brester; Jussi Kauhanen; Tomi-Pekka Tuomainen; Eugene Semenkin; Mikko Kolehmainen (ICINCO (1), 2016)

Knowledge-based environmental research infrastructure: moving beyond data. - Markus Stocker; Mauno Rönkkö; Mikko Kolehmainen (Earth Sci. Informatics, 2016)

Financial innovation: Credit default hybrid model for SME lending. - Kang Li; Jyrki Niskanen; Mikko Kolehmainen; Mervi Niskanen (Expert Syst. Appl., 2016)

Identifying socio-demographically favourable area types for early hybrid electric vehicle adoption through mining of public sector data. - Jukka Saarenpää; Mikko Kolehmainen; Harri Niska (Intell. Data Anal., 2016)

Detection and Classification of Vehicles by Measurement of Road-Pavement Vibration and by Means of Supervised Machine Learning. - Markus Stocker; Paula Silvonen; Mauno Rönkkö; Mikko Kolehmainen (J. Intell. Transp. Syst., 2016)

Multi-Objective Approach for Support Vector Machine Parameter Optimization and Variable Selection in Cardiovascular Predictive Modeling. - Christina Brester; Ivan Ryzhikov; Tomi-Pekka Tuomainen; Ari Voutilainen; Eugene Semenkin; Mikko Kolehmainen (ICINCO (1), 2018)

Multi-objective Evolutionary Approach in the Linear Dynamical System Inverse Modeling. - Ivan Ryzhikov; Christina Brester; Eugene Semenkin; Mikko Kolehmainen (IJCCI, 2018)

On Island Model Performance for Cooperative Real-Valued Multi-objective Genetic Algorithms. - Christina Brester; Ivan Ryzhikov; Eugene Semenkin; Mikko Kolehmainen (ICSI (1), 2018)

Evolutionary methods for variable selection in the epidemiological modeling of cardiovascular diseases. - Christina Brester; Jussi Kauhanen; Tomi-Pekka Tuomainen; Sari Voutilainen; Mauno Rönkkö; Kimmo Ronkainen; Eugene Semenkin; Mikko Kolehmainen (BioData Min., 2018)

On a restart metaheuristic for real-valued multi-objective evolutionary algorithms. - Christina Brester; Ivan Ryzhikov; Eugene Semenkin; Mikko Kolehmainen (GECCO (Companion), 2019)

Evolutionary Fuzzy Logic-based Model Design in Predicting Coronary Heart Disease and Its Progression. - Christina Brester; Vladimir Stanovov; Ari Voutilainen; Tomi-Pekka Tuomainen; Eugene Semenkin; Mikko Kolehmainen (IJCCI, 2019)

Weather-based Fault Prediction in Electricity Networks with Artificial Neural Networks. - Christina Brester; Harri Niska; Robert Ciszek; Mikko Kolehmainen (CEC, 2020)

Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience. - Daniel Gutierrez-Rojas; Aleksei Mashlakov; Christina Brester; Harri Niska; Mikko Kolehmainen; Arun Narayanan; Samuli Honkapuro; Pedro H. J. Nardelli (IEEE Access, 2021)

An open web-based GIS service for biomass data in Finland. - Eeva Lehtonen; Perttu Anttila; Kaija Hakala; Sari Luostarinen; Suvi Lehtoranta; Kirsi Merilehto; Harri Lehtinen; Virpi Mäntylä; Anil Maharjan; Oiva Niemeläinen; Mikko Kolehmainen (Environ. Model. Softw., 2024)