Feature selection and activity recognition to detect water waste from water tap usage TT Vu, A Sokan, H Nakajo, K Fujinami, J Suutala, P Siirtola, T Alasalmi, ... 2011 IEEE 17th International Conference on Embedded and Real-Time Computing …, 2011 | 15 | 2011 |
Better Classifier Calibration for Small Data Sets T Alasalmi, J Suutala, H Koskimäki, J Röning ACM Transactions on Knowledge Discovery from Data (TKDD), 2020 | 13* | 2020 |
Classification Uncertainty of Multiple Imputed Data T Alasalmi, H Koskimäki, J Suutala, J Röning IEEE Symposium Series on Computational Intelligence: IEEE Symposium on …, 2015 | 12 | 2015 |
Getting More Out of Small Data Sets - Improving the Calibration Performance of Isotonic Regression by Generating More Data T Alasalmi, H Koskimäki, J Suutala, J Röning International Conference on Agents and Artificial Intelligence, 2018 | 8 | 2018 |
REAL-TIME NON-INTRUSIVE APPLIANCE LOAD MONITOR - Feedback System for Single-point per Appliance Electricity Usage T Alasalmi, J Suutala, J Röning SMARTGREENS 2012, 2012 | 7* | 2012 |
Instance level classification confidence estimation T Alasalmi, H Koskimäki, J Suutala, J Röning Distributed Computing and Artificial Intelligence, 13th International …, 2016 | 5 | 2016 |
Detecting water waste activities for water-efficient living TT Vu, A Sokan, H Nakajo, K Fujinami, J Suutala, P Siirtola, T Alasalmi, ... Proceedings of the 13th international conference on Ubiquitous computing …, 2011 | 5 | 2011 |
An augmented refrigerator with the awareness of wasteful electricity usage K Fujinami, S Kagatsume, S Murata, T Alasalmi, J Suutala, J Roning International Journal of Internet, Broadcasting and Communication 6 (1), 1-4, 2014 | 1 | 2014 |
Uncertainty of classification on limited data T Alasalmi University of Oulu, 2020 | | 2020 |
Be er Classifier Calibration for Small Data Sets T ALASALMI, J SUUTALA, J RÖNING, H KOSKIMÄKI arXiv preprint arXiv:2002.10199, 2020 | | 2020 |
Better Multi-class Probability Estimates for Small Data Sets T Alasalmi, J Suutala, H Koskimäki, J Röning arXiv preprint arXiv:2001.11242, 2020 | | 2020 |
RAVINNON VAIKUTUS KEHON HAPPO-EMÄSTASAPAINOON T Alasalmi | | |