Pekka Kumpulainen

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 3

Top Topics

Exploratory Analysis

Traffic Patterns

Unsupervised Learning

Top Venues

EASEAI@ESEC/SIGSOFT FSE

Publications

Anton Kontunen, Ulla Karhunen-Enckell, Markus Karjalainen, Anna Anttalainen, Pekka Kumpulainen, Leena Pitkänen, Osmo Anttalainen, Antti Vehkaoja, Niku Oksala, Antti Roine
Tissue Identification From Surgical Smoke by Differential Mobility Spectrometry: An in Vivo Study. IEEE Access 9 (2021)
Mikko Kylväjä, Pekka Kumpulainen, Anne Konu
Application of data clustering for automated feedback generation about student well-being. EASEAI@ESEC/SIGSOFT FSE (2019)
Pekka Kumpulainen, Anna Valldeoriola Cardó, Sanni Somppi, Heini Törnqvist, Heli Väätäjä, Päivi Majaranta, Veikko Surakka, Outi Vainio, Miiamaaria V. Kujala, Yulia Gizatdinova, Antti Vehkaoja
Dog activity classification with movement sensor placed on the collar. ACI (2018)
Pekka Kumpulainen, Timo Korpela, Yrjö Majanne, Anna Häyrinen
Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers. EANN (2015)
Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen
Analysing 3G radio network performance with fuzzy methods. Neurocomputing 107 (2013)
Pekka Kumpulainen, Kimmo Hätönen
EANN 2012: exploratory analysis of mobile phone traffic patterns using 1-dimensional SOM, clustering and anomaly detection. Evol. Syst. 4 (4) (2013)
Pekka Kumpulainen, Kimmo Hätönen
Characterizing Mobile Network Daily Traffic Patterns by 1-Dimensional SOM and Clustering. EANN (2012)
Timo Salpavaara, Pekka Kumpulainen
Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application. EANN/AIAI (2) (2011)
Timo Juhani Salpavaara, Jarmo Verho, Pekka Kumpulainen
Performance of a Near-Field Radio-Frequency Pressure Sensing Method in Compression Garment Application. MobiHealth (2011)
Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen
Finding 3G Mobile Network Cells with Similar Radio Interface Quality Problems. EANN/AIAI (1) (2011)
Pekka Kumpulainen, Marja Mettänen, Mikko Lauri, Heimo Ihalainen
Relating halftone dot quality to paper surface topography. Neural Comput. Appl. 20 (6) (2011)
Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen
Analyzing 3G Quality Distribution Data with Fuzzy Rules and Fuzzy Clustering. EANN/AIAI (1) (2011)
Pekka Kumpulainen, Marja Mettänen, Mikko Lauri, Heimo Ihalainen
Relating Halftone Dot Quality to Paper Surface Topography. EANN (2009)
Pekka Kumpulainen, Kimmo Hätönen
Local anomaly detection for mobile network monitoring. Inf. Sci. 178 (20) (2008)