Pekka Siirtola
6PUBLICATIONS
24CO-AUTHORS
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Publications (6)
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|Dec 31, 2025
Machine-Learning-Based Fatigue Trend Analysis on IMU Wearable Sensor Data from Construction Site Workers.Janne S Keränen, Jamil Ahmad, Sergio Leggieri
|Mar 13, 2025
Explainable Prediction of Long-Term Glycated Hemoglobin Response Change in Finnish Patients with Type 2 Diabetes Following Drug Initiation Using Evidence-Based Machine Learning Approaches.Gunjan Chandra, Piia Lavikainen, Pekka Siirtola
|Feb 11, 2023
Predicting Emotion with Biosignals: A Comparison of Classification and Regression Models for Estimating Valence and Arousal Level Using Wearable Sensors.Pekka Siirtola, Satu Tamminen, Gunjan Chandra
|Jan 13, 2023
Data-Driven Identification of Long-Term Glycemia Clusters and Their Individualized Predictors in Finnish Patients with Type 2 Diabetes.Piia Lavikainen, Gunjan Chandra, Pekka Siirtola
|Aug 14, 2020
Comparison of Regression and Classification Models for User-Independent and Personal Stress Detection.Pekka Siirtola, Juha Röning
|Oct 12, 2017
Feasibility of Gamified Mobile Service Aimed at Physical Activation in Young Men: Population-Based Randomized Controlled Study (MOPO).Anna-Maiju Leinonen, Riitta Pyky, Riikka Ahola
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Frequent Collaborators
4 joint publications
Juha Röning
3 joint publications
Satu Tamminen
3 joint publications
Gunjan Chandra
2 joint publications
Anusha T Ihalapathirana
2 joint publications
Janne Martikainen
2 joint publications
Tiina Laatikainen
2 joint publications
Piia Lavikainen
1 joint publications
Riitta Pyky
1 joint publications
Tim Luoto
1 joint publications
Heidi Enwald
