Janne Takalo-Mattila

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 6

Top Topics

Pervasive Computing

Gradient Boosting

Semantic Interoperability

Top Venues

Publications

Janne Takalo-Mattila, Mikko Heiskanen, Vesa Kyllönen, Leena Määttä, Agne Bogdanoff
Explainable Steel Quality Prediction System Based on Gradient Boosting Decision Trees. IEEE Access 10 (2022)
Delaram Amiri, Janne Takalo-Mattila, Luca Bedogni, Marco Levorato, Nikil D. Dutt
SIC-EDGE: Semantic Iterative ECG Compression for Edge-Assisted Wearable Systems. WoWMoM (2022)
Jussi Kiljander, Roope Sarala, Jari Rehu, Daniel Pakkala, Pekka Pääkkönen, Janne Takalo-Mattila, Klaus Känsälä
Intelligent Consumer Flexibility Management With Neural Network-Based Planning and Control. IEEE Access 9 (2021)
Jussi Kiljander, Dusan Gabrijelcic, Otilia Werner-Kytölä, Andrej Krpic, Arso Savanovic, Ziva Stepancic, Vladimír Palacka, Janne Takalo-Mattila, Markus Taumberger
Residential Flexibility Management: A Case Study in Distribution Networks. IEEE Access 7 (2019)
Janne Takalo-Mattila, Jussi Kiljander, Juha-Pekka Soininen
Inter-Patient ECG Classification Using Deep Convolutional Neural Networks. DSD (2018)
Iman Azimi, Janne Takalo-Mattila, Arman Anzanpour, Amir M. Rahmani, Juha-Pekka Soininen, Pasi Liljeberg
Empowering Healthcare IoT Systems with Hierarchical Edge-Based Deep Learning. CHASE (2018)
Jussi Kiljander, Alfredo D'Elia, Francesco Morandi, Pasi Hyttinen, Janne Takalo-Mattila, Arto Ylisaukko-oja, Juha-Pekka Soininen, Tullio Salmon Cinotti
Semantic Interoperability Architecture for Pervasive Computing and Internet of Things. IEEE Access 2 (2014)
Arto Ylisaukko-oja, Jussi Kiljander, Esa Viljamaa, Janne Takalo-Mattila, Pasi Hyttinen, Juha-Pekka Soininen
Demo abstract: low capacity devices with semantic interfaces. IPSN (2013)
Janne Takalo-Mattila, Jussi Kiljander, Juha-Pekka Soininen
Advertising semantically described physical items with Bluetooth Low Energy beacons. MECO (2013)
Jussi Kiljander, Arto Ylisaukko-oja, Janne Takalo-Mattila, Matti Eteläperä, Juha-Pekka Soininen
Enabling Semantic Technology Empowered Smart Spaces. J. Comput. Networks Commun. 2012 (2012)
Jussi Kiljander, Matti Eteläperä, Janne Takalo-Mattila, Juha-Pekka Soininen, Kari Keinänen
Autonomous File Sharing for Smart Environments. PECCS (2011)
Jussi Kiljander, Janne Takalo-Mattila, Matti Eteläperä, Juha-Pekka Soininen, Kari Keinänen
Enabling End-Users to Configure Smart Environments. SAINT (2011)
Jussi Kiljander, Matti Eteläperä, Janne Takalo-Mattila, Juha-Pekka Soininen
Opening information of low capacity embedded systems for Smart Spaces. WISES (2010)
Janne Takalo-Mattila, Jussi Kiljander, Matti Eteläperä, Juha-Pekka Soininen
Ubiquitous Computing by Utilizing Semantic Interoperability with Item-Level Object Identification. MONAMI (2010)