Tuomo Alasalmi

University of Oulu — Finland

Mathematics · Physical Sciences

4h-index47citations8works0.02yr avg
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Research Topics

Statistical Methods and Inference(2), Anomaly Detection Techniques and Applications(2), IoT-based Smart Home Systems(2), Machine Learning and Data Classification(2), Face and Expression Recognition(1)

Publications8 total

Better Multi-class Probability Estimates for Small Data Sets
arXiv (Cornell University)·2020Open Access
Better classifier calibration for small datasets
University of Oulu Repository (University of Oulu)·2020· 14 cited
Getting More Out of Small Data Sets - Improving the Calibration Performance of Isotonic Regression by Generating More Data
2018· 8 citedOpen Access
Instance Level Classification Confidence Estimation
Advances in intelligent systems and computing·2016· 2 cited
Classification Uncertainty of Multiple Imputed Data
2015· 10 cited
REAL-TIME NON-INTRUSIVE APPLIANCE LOAD MONITOR - Feedback System for Single-point per Appliance Electricity Usage
2012· 3 citedOpen Access
Detecting water waste activities for water-efficient living
2011· 3 cited
Feature Selection and Activity Recognition to Detect Water Waste from Water Tap Usage
2011· 7 cited

Frequent Co-authors

Jaakko Suutala(8), Juha Röning(8), Heli Koskimäki(5), Trang Thuy Vu(2), Akifumi Sokan(2), Hironori Nakajo(2), Kaori Fujinami(2), Pekka Siirtola(2), Ari Pitkanen(2)