Pekka Kumpulainen

According to our database, Pekka Kumpulainen authored at least 14 papers between 2008 and 2021.

Collaborative distances:

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

2021

Tissue Identification From Surgical Smoke by Differential Mobility Spectrometry: An in Vivo Study.

Anton Kontunen, Ulla Karhunen-Enckell, Markus Karjalainen, Anna Anttalainen, Pekka Kumpulainen, Leena Pitkänen, Osmo Anttalainen, Antti Vehkaoja, Niku Oksala, Antti Roine

IEEE Access, 2021

2019

Application of data clustering for automated feedback generation about student well-being.

Mikko Kylväjä, Pekka Kumpulainen, Anne Konu

Proceedings of the 1st ACM SIGSOFT International Workshop on Education through Advanced Software Engineering and Artificial Intelligence, 2019

2018

Dog activity classification with movement sensor placed on the collar.

Pekka Kumpulainen, Anna Valldeoriola Cardó, Sanni Somppi, Heini Törnqvist, Heli Väätäjä, Päivi Majaranta, Veikko Surakka, Outi Vainio, Miiamaaria V. Kujala, Yulia Gizatdinova, Antti Vehkaoja

Proceedings of the Fifth International Conference on Animal-Computer Interaction, 2018

2015

Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers.

Pekka Kumpulainen, Timo Korpela, Yrjö Majanne, Anna Häyrinen

Proceedings of the Engineering Applications of Neural Networks, 2015

2014

Anomaly detection for communication network monitoring applications.

Pekka Kumpulainen

PhD thesis, 2014

2013

Analysing 3G radio network performance with fuzzy methods.

Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen

Neurocomputing, 2013

EANN 2012: exploratory analysis of mobile phone traffic patterns using 1-dimensional SOM, clustering and anomaly detection.

Pekka Kumpulainen, Kimmo Hätönen

Evol. Syst., 2013

2012

Characterizing Mobile Network Daily Traffic Patterns by 1-Dimensional SOM and Clustering.

Pekka Kumpulainen, Kimmo Hätönen

Proceedings of the Engineering Applications of Neural Networks, 2012

2011

Relating halftone dot quality to paper surface topography.

Pekka Kumpulainen, Marja Mettänen, Mikko Lauri, Heimo Ihalainen

Neural Comput. Appl., 2011

Performance of a Near-Field Radio-Frequency Pressure Sensing Method in Compression Garment Application.

Timo Juhani Salpavaara, Jarmo Verho, Pekka Kumpulainen

Proceedings of the Wireless Mobile Communication and Healthcare, 2011

Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application.

Timo Salpavaara, Pekka Kumpulainen

Proceedings of the Artificial Intelligence Applications and Innovations, 2011

Analyzing 3G Quality Distribution Data with Fuzzy Rules and Fuzzy Clustering.

Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen

Proceedings of the Engineering Applications of Neural Networks, 2011

Finding 3G Mobile Network Cells with Similar Radio Interface Quality Problems.

Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen

Proceedings of the Engineering Applications of Neural Networks, 2011

2008

Local anomaly detection for mobile network monitoring.

Pekka Kumpulainen, Kimmo Hätönen

Inf. Sci., 2008