Publications by Miki Sirola

to appear

9Jaakko Talonen, Mika Sulkava, and Miki Sirola. The Finnish Car Rejection Reasons Shown in an Interactive SOM Visualization Tool. In WSOM 2012, page 10, to appear.
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2012

8Miki Sirola and Jaakko Talonen. Self-organizing map based visualization techniques and their assessment. International Journal of Computing, 11(Vol.11,Issue 2):96–103, September 2012.
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7Miki Sirola and Jaakko Talonen. Combining neural methods and knowledge-based methods in accident management. Advances in Artificial Neural Systems, 2012(534683):6, July 2012.
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6Jaakko Talonen, Miki Sirola, and Mika Sulkava. Network Visualization of Car Inspection Data using Graph Layout. In DATA ANALYTICS 2012, The First International Conference on Data Analytics, pages 39–42, 2012.
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2011

5Jaakko Talonen and Miki Sirola. Modelling hypothetical wage equation by neural networks. In Timo Honkela, Włodzisław Duch, Mark Girolami, and Samuel Kaski, editors, Artificial Neural Networks and Machine Learning – ICANN 2011, volume 6792 of Lecture Notes in Computer Science, pages 381–388. Springer, 2011.
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4Miki Sirola and Jaakko Talonen. Self-organizing map in process visualization. In 15th Int. Conf. on Knowledge-Based and Intelligent Information & Engineering Systems: KES2011, 2011.
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3Miki Sirola and Jaakko Talonen. New visualization techniques and their assessment. In Proceedings of the 6th IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011.
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2010

2Miki Sirola, Jaakko Talonen, Jukka Parviainen, and Golan Lampi. Decision support with data-analysis methods in a nuclear power plant. Technical Report TKK-ICS-R29, Aalto University, School of Science and Technology, Department of Information and Computer Science, Espoo, Finland, March 2010.
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1Jaakko Talonen, Miki Sirola, and Eimontas Augilius. Modelling power output at nuclear power plant by neural networks. In Konstantinos Diamantaras, Wlodek Duch, and Lazaros S. Iliadis, editors, Artificial Neural Networks – ICANN 2010, volume 6352 of Lecture Notes in Computer Science, pages 46–49. Springer, 2010.
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