Local anomaly detection for mobile network monitoring. - Pekka Kumpulainen; Kimmo Hätönen (Inf. Sci., 2008)

Finding 3G Mobile Network Cells with Similar Radio Interface Quality Problems. - Pekka Kumpulainen; Mika Särkioja; Mikko Kylväjä; Kimmo Hätönen (EANN, 2011)

Analyzing 3G Quality Distribution Data with Fuzzy Rules and Fuzzy Clustering. - Pekka Kumpulainen; Mika Särkioja; Mikko Kylväjä; Kimmo Hätönen (EANN, 2011)

Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application. - Timo Salpavaara; Pekka Kumpulainen (AIAI, 2011)

Performance of a Near-Field Radio-Frequency Pressure Sensing Method in Compression Garment Application. - Timo Juhani Salpavaara; Jarmo Verho; Pekka Kumpulainen (MobiHealth, 2011)

Relating halftone dot quality to paper surface topography. - Pekka Kumpulainen; Marja Mettänen; Mikko Lauri; Heimo Ihalainen (Neural Comput. Appl., 2011)

Characterizing Mobile Network Daily Traffic Patterns by 1-Dimensional SOM and Clustering. - Pekka Kumpulainen; Kimmo Hätönen (EANN, 2012)

EANN 2012: exploratory analysis of mobile phone traffic patterns using 1-dimensional SOM, clustering and anomaly detection. - Pekka Kumpulainen; Kimmo Hätönen (Evol. Syst., 2013)

Analysing 3G radio network performance with fuzzy methods. - Pekka Kumpulainen; Mika Särkioja; Mikko Kylväjä; Kimmo Hätönen (Neurocomputing, 2013)

Anomaly detection for communication network monitoring applications. - Pekka Kumpulainen (2014)

Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers. - Pekka Kumpulainen; Timo Korpela; Yrjö Majanne; Anna Häyrinen (EANN, 2015)

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 (ACI, 2018)

Application of data clustering for automated feedback generation about student well-being. - Mikko Kylväjä; Pekka Kumpulainen; Anne Konu (EASEAI@ESEC/SIGSOFT FSE, 2019)

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)