Tuomo Alasalmi

Tuomo Alasalmi

MSc. (Tech)

Doctoral trainee

Research interests

  • Classifier uncertainty and calibration
  • Machine learning in health applications

Teaching

  • Towards Data Mining (521156S)
  • Operating systems (521453A)

Research groups

  • Biomimetics and Intelligent Systems

Selected publications

  • Alasalmi, Tuomo; Koskimäki, Heli; Suutala, Jaakko; Röning, Juha (2018) Getting More Out of Small Data Sets : Improving the Calibration Performance of Isotonic Regression by Generating More Data. (Artikkeli tieteellisessä konferenssijulkaisussa). - Proceedings of the 10th International Conference on Agents and Artificial Intelligence : Volume 2 : ICAART. Ei sarjaa/No series. 379-386. [Original] [Self-archived]
  • Alasalmi, Tuomo; Koskimäki, Heli; Suutala, Jaakko; Röning, Juha (2016) Instance Level Classification Confidence Estimation. (Artikkeli tieteellisessä konferenssijulkaisussa). - Distributed Computing and Artificial Intelligence, 13th International Conference : Part I. Advances in Intelligent Systems and Computing 474. 275-282. [Original]
  • Alasalmi, Tuomo; Koskimäki, Heli; Suutala, Jaakko; Röning, Juha (2015) Classification uncertainty of multiple imputed data. (Artikkeli tieteellisessä konferenssijulkaisussa). - 2015 IEEE Symposium Series on Computational Intelligence. SSCI 2015. 8-10 December 2015 Cape Town, South Africa. Ei sarjaa/No series. 151-158. [Original]
  • Alasalmi T; Suutala J; Röning J (2012) Real-Time Non-Intrusive Appliance Load Monitor - Feedback System for Single-point per Appliance Electricity Usage. (Artikkeli tieteellisessä konferenssijulkaisussa). - SMARTGREENS 2012 - Proceedings of the 1st International Conference on Smart Grids and Green IT Systems. Brian Donnellan; João Peças Lopes; João Martins; Joaquim Filipe, SciTePress. 203-208