Pekka Siirtola

Heli Koskimäki, Ville Huikari, Pekka Siirtola, Juha Röning: Behavior modeling in industrial assembly lines using a wrist-worn inertial measurement unit. J. Ambient Intelligence and Humanized Computing 4(2): 187-194 (2013)

Pekka Siirtola, Juha Röning: Recognizing Human Activities User-independently on Smartphones Based on Accelerometer Data. IJIMAI 1(5): 38-45 (2012)

Pekka Siirtola, Juha Röning: User-Independent Human Activity Recognition Using a Mobile Phone: Offline Recognition vs. Real-Time on Device Recognition. DCAI 2012: 617-627

Pekka Siirtola, Heli Koskimäki, Ville Huikari, Perttu Laurinen, Juha Röning: Improving the classification accuracy of streaming data using SAX similarity features. Pattern Recognition Letters 32(13): 1659-1668 (2011)

Pekka Siirtola, Heli Koskimäki, Juha Röning: Periodic quick test for classifying long-term activities. CIDM 2011: 135-140

Pekka Siirtola, Perttu Laurinen, Juha Röning, Hannu Kinnunen: Efficient accelerometer-based swimming exercise tracking. CIDM 2011: 156-161

Trang Thuy Vu, Akifumi Sokan, Hironori Nakajo, Kaori Fujinami, Jaakko Suutala, Pekka Siirtola, Tuomo Alasalmi, Ari Pitkänen, Juha Röning: Detecting water waste activities for water-efficient living. Ubicomp 2011: 579-580

Trang Thuy Vu, Akifumi Sokan, Hironori Nakajo, Kaori Fujinami, Jaakko Suutala, Pekka Siirtola, Tuomo Alasalmi, Ari Pitkänen, Juha Röning: Feature Selection and Activity Recognition to Detect Water Waste from Water Tap Usage. RTCSA (2) 2011: 138-141

Pekka Siirtola, Perttu Laurinen, Heli Koskimäki, Juha Röning: Recognizing user Interface Control Gestures from Acceleration Data using Time Series Templates. ICINCO (3) 2010: 176-182

Pekka Siirtola, Perttu Laurinen, Juha Röning: Mining an optimal prototype from a periodic time series: An evolutionary computation-based approach. IEEE Congress on Evolutionary Computation 2009: 2818-2824

Pekka Siirtola, Perttu Laurinen, Eija Haapalainen, Juha Röning, Hannu Kinnunen: Clustering-based activity classification with a wrist-worn accelerometer using basic features. CIDM 2009: 95-100

Pekka Siirtola, Perttu Laurinen, Juha Röning: A Weighted Distance Measure for Calculating the Similarity of Sparsely Distributed Trajectories. ICMLA 2008: 802-807

Eija Haapalainen, Perttu Laurinen, Pekka Siirtola, Juha Röning, Hannu Kinnunen, Heidi Jurvelin: Exercise energy expenditure estimation based on acceleration data using the linear mixed model. IRI 2008: 131-136

Perttu Laurinen, Pekka Siirtola, Juha Röning: Efficient Algorithm for Calculating Similarity between Trajectories Containing an Increasing Dimension. Artificial Intelligence and Applications 2006: 392-399