Jaakko Suutala

University of Oulu — Finland

Engineering · Physical Sciences

11h-index1.2kcitations32works1.32yr avg
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Research Topics

Gait Recognition and Analysis(5), Indoor and Outdoor Localization Technologies(4), Video Surveillance and Tracking Methods(4), Dental Health and Care Utilization(4), Dental Radiography and Imaging(4)

Publications32 total

An explainable and transparent machine learning approach for predicting dental caries: a cross-national validation study
BMC Oral Health·2026Open Access
Evaluation of Deep Learning Model for Tooth Number Recognition from Smartphone Photographs
2025Open Access
A Machine Learning Algorithm With an Oversampling Technique in Limited Data Scenarios for the Prediction of Present and Future Restorative Treatment Need: Development and Validation Study
JMIR Medical Informatics·2025· 2 citedOpen Access
An Explainable and Transparent Machine Learning Approach for Predicting Dental Caries: A Cross-National Validation Study
2025Open Access
A Machine Learning Algorithm With an Oversampling Technique in Limited Data Scenarios for the Prediction of Present and Future Restorative Treatment Need: Development and Validation Study (Preprint)
2025· 1 citedOpen Access
Machine Learning -based Optimization of Biomass Drying Process: Application of Utilizing Data Center Excess Heat
Linköping electronic conference proceedings·2025Open Access
Data Center Resource Usage Forecasting with Convolutional Recurrent Neural Networks
Linköping electronic conference proceedings·2025Open Access
AI-Assisted Decision Support for District Heating Demand Response
2024· 2 cited
Threat Modeling AI/ML With the Attack Tree
IEEE Access·2024· 7 citedOpen Access
Ontology-based Framework for Integration of Time Series Data: Application in Predictive Analytics on Data Center Monitoring Metrics
2021· 3 citedOpen Access
Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges
IEEE Access·2021· 481 citedOpen Access
6G White Paper on Localization and Sensing
arXiv (Cornell University)·2020· 158 citedOpen Access
6G White Paper on Machine Learning in Wireless Communication Networks
arXiv (Cornell University)·2020· 94 citedOpen Access
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
Spectrum Occupancy Measurements: A Survey and Use of Interference Maps
IEEE Communications Surveys & Tutorials·2016· 227 cited
Instance Level Classification Confidence Estimation
Advances in intelligent systems and computing·2016· 2 cited
Classification Uncertainty of Multiple Imputed Data
2015· 10 cited
Global Spectrum Observatory Network Setup and Initial Findings
2014· 30 citedOpen Access
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Frequent Co-authors

Juha Röning(17), Tuomo Alasalmi(8), Henna Tiensuu(6), Heli Koskimäki(5), Elina Väyrynen(5), Saujanya Karki(5), Kaori Fujinami(4), Otso Tirkkonen(4), Marja‐Liisa Laitala(4), Vuokko Anttonen(3), Katri Kukkola(3), César Thadeo de Lima(2), Didier Belot(2), Rafael Berkvens(2), André Bourdoux(2), Davide Dardari(2), Maxime Guillaud(2), Minna Isomursu(2), Elena Simona Lohan(2), Yang Miao(2)