Miki Sirola

According to our database, Miki Sirola authored at least 29 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Tracing State Structure for Ecological Processes in Soil Including Greenhouse Gas Exchange with Lower Atmosphere.

Miki Sirola, Markku Koskinen, Tatu Polvinen, Mari Pihlatie

Sensors, June, 2024

2023

Principal Component Analysis Visualization and State Discovery with Soil Data.

Miki Sirola, Markku Koskinen, Tatu Polvinen, Mari Pihlatie

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

2022

Principal Component Analysis Visualizations in State Discovery by Animating Exploration Results.

Miki Sirola, Olli-Pekka Rinta-Koski, Le Ngu Nguyen, Jaakko Hollmén

Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

2021

Machine-Learning Methods in Prognosis of Ageing Phenomena in Nuclear Power Plant Components.

Miki Sirola, John Einar Hulsund

Int. J. Comput., 2021

Multilevel Flow Model of an Espresso Machine.

Miki Sirola, Harald P.-J. Thunem

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

State Discovery and Prediction from Multivariate Sensor Data.

Olli-Pekka Rinta-Koski, Miki Sirola, Le Ngu Nguyen, Jaakko Hollmén

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021

2019

Method for Detecting aging Related Failures of Process Sensors via noise signal Measurement.

Topi Toosi, Miki Sirola, Jarkko Laukkanen, Mark van Heeswijk, Juha Karhunen

Int. J. Comput., 2019

Data-Analysis Methods in Detecting, Visualizing and Predicting Nuclear Power Plant Component Ageing Phenomena.

Miki Sirola, John Einar Hulsund

Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

2017

Detecting aging of process sensors with noise signal measurement.

Topi Toosi, Miki Sirola, Jarkko Laukkanen, Mark van Heeswijk, Juha Karhunen

Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

2016

Improving Support estimates by fusion of pre-Election Data.

Miki Sirola, Jaakko Talonen, Mika Sulkava

Int. J. Comput., 2016

2015

Data fusion of pre-election gallups and polls for improved support estimates.

Jaakko Talonen, Miki Sirola, Mika Sulkava

Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015

2013

Perspectives in science.

Miki Sirola

Proceedings of the IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, 2013

2012

Self-Organizing Map based Visualization Techniques and their Assessment.

Miki Sirola, Jaakko Talonen

Int. J. Comput., 2012

Combining Neural Methods and Knowledge-Based Methods in Accident Management.

Miki Sirola, Jaakko Talonen

Adv. Artif. Neural Syst., 2012

The Finnish Car Rejection Reasons Shown in an Interactive SOM Visualization Tool.

Jaakko Talonen, Mika Sulkava, Miki Sirola

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

2011

Self-Organizing Map in Process Visualization.

Miki Sirola, Jaakko Talonen

Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

New visualization techniques and their assessment.

Miki Sirola, Jaakko Talonen

Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011

Modelling Hypothetical Wage Equation by Neural Networks.

Jaakko Talonen, Miki Sirola

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Modelling Power Output at Nuclear Power Plant by Neural Networks.

Jaakko Talonen, Miki Sirola, Eimontas Augilius

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009

SOM based methods in early fault detection of nuclear industry.

Miki Sirola, Jaakko Talonen, Golan Lampi

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

Abnormal Process State Detection by Cluster Center Point Monitoring in BWR Nuclear Power Plant.

Jaakko Talonen, Miki Sirola

Proceedings of The 2009 International Conference on Data Mining, 2009

2008

Feature selection on process fault detection and visualization.

Tuomas Alhonnoro, Miki Sirola

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

Leakage Detection by Adaptive Process Modeling.

Jaakko Talonen, Miki Sirola, Jukka Parviainen

Proceedings of The 2008 International Conference on Data Mining, 2008

2006

Process State and Progress Visualization Using Self-Organizing Map.

Risto M. Hakala, Timo Similä, Miki Sirola, Jukka Parviainen

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

2005

Som based Decision Support in Failure Management.

Miki Sirola, Golan Lampi, Jukka Parviainen

Int. J. Comput., 2005

2004

Decision Concepts.

Miki Sirola

Int. J. Comput., 2004

Using Self-organizing Map in a Computerized Decision Support System.

Miki Sirola, Golan Lampi, Jukka Parviainen

Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003

Conceptual Decision Model.

Miki Sirola

Int. J. Comput., 2003

Using Conceptual Decision Model in a Case Study.

Miki Sirola

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003