Mikko Kolehmainen

Orcid: 0000-0002-9532-2285

According to our database1, Mikko Kolehmainen authored at least 42 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An open web-based GIS service for biomass data in Finland.
Environ. Model. Softw., 2024

2021
Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience.
IEEE Access, 2021

2020
Weather-based Fault Prediction in Electricity Networks with Artificial Neural Networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Evolutionary Fuzzy Logic-based Model Design in Predicting Coronary Heart Disease and Its Progression.
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

On a restart metaheuristic for real-valued multi-objective evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
Evolutionary methods for variable selection in the epidemiological modeling of cardiovascular diseases.
BioData Min., 2018

On Island Model Performance for Cooperative Real-Valued Multi-objective Genetic Algorithms.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Multi-objective Evolutionary Approach in the Linear Dynamical System Inverse Modeling.
Proceedings of the 10th International Joint Conference on Computational Intelligence, 2018

Multi-Objective Approach for Support Vector Machine Parameter Optimization and Variable Selection in Cardiovascular Predictive Modeling.
Proceedings of the 15th International Conference on Informatics in Control, 2018

2016
Detection and Classification of Vehicles by Measurement of Road-Pavement Vibration and by Means of Supervised Machine Learning.
J. Intell. Transp. Syst., 2016

Identifying socio-demographically favourable area types for early hybrid electric vehicle adoption through mining of public sector data.
Intell. Data Anal., 2016

Financial innovation: Credit default hybrid model for SME lending.
Expert Syst. Appl., 2016

Knowledge-based environmental research infrastructure: moving beyond data.
Earth Sci. Informatics, 2016

Comparison of Two-Criterion Evolutionary Filtering Techniques in Cardiovascular Predictive Modelling.
Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 2016

2015
Emrooz: A Scalable Database for SSN Observations.
Proceedings of the Joint Proceedings of the 1st Joint International Workshop on Semantic Sensor Networks and Terra Cognita (SSN-TC 2015) and the 4th International Workshop on Ordering and Reasoning (OrdRing 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, United States, October 11th - and, 2015

Monetary impact of dynamic pricing and demand response on households: The winners and losers.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Provenance in Systems for Situation Awareness in Environmental Monitoring.
Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

A Software System for the Discovery of Situations Involving Drivers in Storms.
Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

Quality Control of Environmental Measurement Data with Quality Flagging.
Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

A data mining approach for producing small area statistics-based load profiles for distribution network planning.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

2014
Situational Knowledge Representation for Traffic Observed by a Pavement Vibration Sensor Network.
IEEE Trans. Intell. Transp. Syst., 2014

Representing situational knowledge acquired from sensor data for atmospheric phenomena.
Environ. Model. Softw., 2014

Design of a Novel Adaptive Indoor Air Quality Control for Co-learning Smart House.
Proceedings of the Sensor Systems and Software - 5th International Conference, 2014

On Proving Recoverability of Smart Electrical Grids.
Proceedings of the NASA Formal Methods - 6th International Symposium, NFM 2014, Houston, TX, USA, April 29, 2014

2013
Acquisition and Representation of Knowledge for Atmospheric New Particle Formation.
Proceedings of the Environmental Software Systems. Fostering Information Sharing, 2013

TiTiMaKe: A Distributed Service Architecture for Security Applications.
Proceedings of the Environmental Software Systems. Fostering Information Sharing, 2013

Classifying Environmental Monitoring Systems.
Proceedings of the Environmental Software Systems. Fostering Information Sharing, 2013

GIS-Based Route Planning for HAZMAT Transportation.
Proceedings of the Environmental Software Systems. Fostering Information Sharing, 2013

2012
A GIS-based method for the selection of the location of residence.
Geo spatial Inf. Sci., 2012

Making Sense of Sensor Data Using Ontology: A Discussion for Residential Building Monitoring.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011
Prediction of microRNA targets in <i>Caenorhabditis elegans</i> using a self-organizing map.
Bioinform., 2011

The Relevance of Measurement Data in Environmental Ontology Learning.
Proceedings of the Environmental Software Systems. Frameworks of eEnvironment, 2011

Business transformation of the provisioning process for Machine-to-Machine.
Proceedings of the 15th International Conference on Intelligence in Next Generation Networks, 2011

Enterprise Architecture for Addressing Business Transformation Challenges: The Case of Embedded Mobile Provisioning Process in the Telecommunications Industry.
Proceedings of the 15th IEEE International Enterprise Distributed Object Computing Conference, 2011

2010
Neural Networks for the Prediction of Species-Specific Plot Volumes Using Airborne Laser Scanning and Aerial Photographs.
IEEE Trans. Geosci. Remote. Sens., 2010

2009
An experimental evaluation of ZCS-DM for the prediction of urban air quality.
Proceedings of the Information Technologies in Environmental Engineering, 2009

Feature-Based Clustering for Electricity Use Time Series Data.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

2006
Genetic Algorithms and Sensitivity Analysis Applied to Select Inputs of a Multi-Layer Perceptron for the Prediction of Air Pollutant Time-Series.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

2004
Evolving the neural network model for forecasting air pollution time series.
Eng. Appl. Artif. Intell., 2004

Self-organizing maps and Sammon's mapping in environmental informatics and bioinformatics.
Proceedings of the Sh@ring: 18th International Conference "Informatics for Environmental Protection", 2004

2003
Hybrid Models for Forecasting Air Pollution Episodes.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

Intelligent Waste Management.
Proceedings of the 17th International Conference Informatics for Environmental Protection, 2003


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