Mikko Kolehmainen

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 20

Top Topics

Variable Selection

Coronary Heart Disease

Quality Control

Situation Aware

Top Venues

Environ. Model. Softw.

Publications

Eeva Lehtonen, Perttu Anttila, Kaija Hakala, Sari Luostarinen, Suvi Lehtoranta, Kirsi Merilehto, Harri Lehtinen, Virpi Mäntylä, Anil Maharjan, Oiva Niemeläinen, Mikko Kolehmainen
An open web-based GIS service for biomass data in Finland. Environ. Model. Softw. 176 (2024)
Daniel Gutierrez-Rojas, Aleksei Mashlakov, Christina Brester, Harri Niska, Mikko Kolehmainen, Arun Narayanan, Samuli Honkapuro, Pedro H. J. Nardelli
Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience. IEEE Access 9 (2021)
Christina Brester, Harri Niska, Robert Ciszek, Mikko Kolehmainen
Weather-based Fault Prediction in Electricity Networks with Artificial Neural Networks. CEC (2020)
Christina Brester, Vladimir Stanovov, Ari Voutilainen, Tomi-Pekka Tuomainen, Eugene Semenkin, Mikko Kolehmainen
Evolutionary Fuzzy Logic-based Model Design in Predicting Coronary Heart Disease and Its Progression. IJCCI (2019)
Christina Brester, Ivan Ryzhikov, Eugene Semenkin, Mikko Kolehmainen
On a restart metaheuristic for real-valued multi-objective evolutionary algorithms. GECCO (Companion) (2019)
Christina Brester, Ivan Ryzhikov, Tomi-Pekka Tuomainen, Ari Voutilainen, Eugene Semenkin, Mikko Kolehmainen
Multi-Objective Approach for Support Vector Machine Parameter Optimization and Variable Selection in Cardiovascular Predictive Modeling. ICINCO (1) (2018)
Christina Brester, Ivan Ryzhikov, Eugene Semenkin, Mikko Kolehmainen
On Island Model Performance for Cooperative Real-Valued Multi-objective Genetic Algorithms. ICSI (1) (2018)
Ivan Ryzhikov, Christina Brester, Eugene Semenkin, Mikko Kolehmainen
Multi-objective Evolutionary Approach in the Linear Dynamical System Inverse Modeling. IJCCI (2018)
Christina Brester, Jussi Kauhanen, Tomi-Pekka Tuomainen, Sari Voutilainen, Mauno Rönkkö, Kimmo Ronkainen, Eugene Semenkin, Mikko Kolehmainen
Evolutionary methods for variable selection in the epidemiological modeling of cardiovascular diseases. BioData Min. 11 (1) (2018)
Markus Stocker, Mauno Rönkkö, Mikko Kolehmainen
Knowledge-based environmental research infrastructure: moving beyond data. Earth Sci. Informatics 9 (1) (2016)
Markus Stocker, Paula Silvonen, Mauno Rönkkö, Mikko Kolehmainen
Detection and Classification of Vehicles by Measurement of Road-Pavement Vibration and by Means of Supervised Machine Learning. J. Intell. Transp. Syst. 20 (2) (2016)
Jukka Saarenpää, Mikko Kolehmainen, Harri Niska
Identifying socio-demographically favourable area types for early hybrid electric vehicle adoption through mining of public sector data. Intell. Data Anal. 20 (2) (2016)
Christina Brester, Jussi Kauhanen, Tomi-Pekka Tuomainen, Eugene Semenkin, Mikko Kolehmainen
Comparison of Two-Criterion Evolutionary Filtering Techniques in Cardiovascular Predictive Modelling. ICINCO (1) (2016)
Kang Li, Jyrki Niskanen, Mikko Kolehmainen, Mervi Niskanen
Financial innovation: Credit default hybrid model for SME lending. Expert Syst. Appl. 61 (2016)
Markus Stocker, Mauno Rönkkö, Mikko Kolehmainen
Provenance in Systems for Situation Awareness in Environmental Monitoring. ISESS (2015)
Mauno Rönkkö, Okko Kauhanen, Markus Stocker, Harri Hytönen, Ville Kotovirta, Esko Juuso, Mikko Kolehmainen
Quality Control of Environmental Measurement Data with Quality Flagging. ISESS (2015)
Jukka Saarenpaa, Mikko Kolehmainen, Matti Mononen, Harri Niska
A data mining approach for producing small area statistics-based load profiles for distribution network planning. ICIT (2015)
Markus Stocker, Narasinha Shurpali, Kerry Taylor, George Burba, Mauno Rönkkö, Mikko Kolehmainen
Emrooz: A Scalable Database for SSN Observations. SSN-TC/OrdRing@ISWC (2015)
Matti Mononen, Jukka Saarenpaa, Mikko Kolehmainen, Harri Niska, Antti Rautiainen
Monetary impact of dynamic pricing and demand response on households: The winners and losers. ISGT (2015)
Markus Stocker, Okko Kauhanen, Mikko Hiirsalmi, Janne Saarela, Pekka Rossi, Mauno Rönkkö, Harri Hytönen, Ville Kotovirta, Mikko Kolehmainen
A Software System for the Discovery of Situations Involving Drivers in Storms. ISESS (2015)
Markus Johansson, Keijo Haataja, Mikko Kolehmainen, Pekka J. Toivanen
Design of a Novel Adaptive Indoor Air Quality Control for Co-learning Smart House. S-CUBE (2014)
Markus Stocker, Mauno Rönkkö, Mikko Kolehmainen
Situational Knowledge Representation for Traffic Observed by a Pavement Vibration Sensor Network. IEEE Trans. Intell. Transp. Syst. 15 (4) (2014)
Markus Stocker, Elham Baranizadeh, Harri Portin, Mika Komppula, Mauno Rönkkö, Amar Hamed, Annele Virtanen, Kari Lehtinen, Ari Laaksonen, Mikko Kolehmainen
Representing situational knowledge acquired from sensor data for atmospheric phenomena. Environ. Model. Softw. 58 (2014)
Seppo Horsmanheimo, Maryam Kamali, Mikko Kolehmainen, Mats Neovius, Luigia Petre, Mauno Rönkkö, Petter Sandvik
On Proving Recoverability of Smart Electrical Grids. NASA Formal Methods (2014)
Mauno Rönkkö, Ville Kotovirta, Mikko Kolehmainen
Classifying Environmental Monitoring Systems. ISESS (2013)
Markus Stocker, Elham Baranizadeh, Amar Hamed, Mauno Rönkkö, Annele Virtanen, Ari Laaksonen, Harri Portin, Mika Komppula, Mikko Kolehmainen
Acquisition and Representation of Knowledge for Atmospheric New Particle Formation. ISESS (2013)
Alexander Preda, Mauno Rönkkö, Stefan Pickl, Mikko Kolehmainen
GIS-Based Route Planning for HAZMAT Transportation. ISESS (2013)
Mauno Rönkkö, Markus Stocker, Markku Huttunen, Ville Kotovirta, Mikko Kolehmainen
TiTiMaKe: A Distributed Service Architecture for Security Applications. ISESS (2013)
Markus Stocker, Mauno Rönkkö, Mikko Kolehmainen
Making Sense of Sensor Data Using Ontology: A Discussion for Residential Building Monitoring. AIAI (2) (2012)
Xavier Albacete, Kari Pasanen, Mikko Kolehmainen
A GIS-based method for the selection of the location of residence. Geo spatial Inf. Sci. 15 (1) (2012)
Harald Bender, Mikko Kolehmainen, Gerald Lehmann, Janne Parantainen, Markus Staufer, Marcos Tong
Business transformation of the provisioning process for Machine-to-Machine. ICIN (2011)
Marcos Tong, Harald Bender, Mikko Kolehmainen, Janne Parantainen, Gerald Lehmann
Enterprise Architecture for Addressing Business Transformation Challenges: The Case of Embedded Mobile Provisioning Process in the Telecommunications Industry. EDOC (2011)
Liisa Heikkinen, Mikko Kolehmainen, Garry Wong
using a self-organizing map. Bioinform. 27 (9) (2011)
Markus Stocker, Mauno Rönkkö, Ferdinando Villa, Mikko Kolehmainen
The Relevance of Measurement Data in Environmental Ontology Learning. ISESS (2011)
Harri Niska, Jukka-Pekka Skon, Petteri Packalen, Timo Tokola, Matti Maltamo, Mikko Kolehmainen
Neural Networks for the Prediction of Species-Specific Plot Volumes Using Airborne Laser Scanning and Aerial Photographs. IEEE Trans. Geosci. Remote. Sens. 48 (3-1) (2010)
Teemu Räsänen, Mikko Kolehmainen
Feature-Based Clustering for Electricity Use Time Series Data. ICANNGA (2009)
Fani A. Tzima, Harri Niska, Mikko Kolehmainen, Kostas D. Karatzas, Pericles A. Mitkas
An experimental evaluation of ZCS-DM for the prediction of urban air quality. ITEE (2009)
Harri Niska, Mikko Heikkinen, Mikko Kolehmainen
Genetic Algorithms and Sensitivity Analysis Applied to Select Inputs of a Multi-Layer Perceptron for the Prediction of Air Pollutant Time-Series. IDEAL (2006)
Mikko Kolehmainen, Teri Hiltunen, Harri Niska
Self-organizing maps and Sammon's mapping in environmental informatics and bioinformatics. EnviroInfo (1) (2004)
Harri Niska, Teri Hiltunen, Ari Karppinen, Juhani Ruuskanen, Mikko Kolehmainen
Evolving the neural network model for forecasting air pollution time series. Eng. Appl. Artif. Intell. 17 (2) (2004)
Harri Niska, Teri Hiltunen, Mikko Kolehmainen, Juhani Ruuskanen
Hybrid Models for Forecasting Air Pollution Episodes. ICANNGA (2003)
Gijs van den Dool, Teemu Mustonen, Kousta Sirvio, Mikko Kolehmainen, Juliani Ruuskanen
Intelligent Waste Management. EnviroInfo (2003)