Seuraa
Vahid Farrahi
Vahid Farrahi
Assistant Professor, Institute of Sport and Sport Science, TU Dortmund University
Vahvistettu sähköpostiosoite verkkotunnuksessa tu-dortmund.de - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Calibration and validation of accelerometer-based activity monitors: A systematic review of machine-learning approaches
V Farrahi, M Niemelä, M Kangas, R Korpelainen, T Jämsä
Gait & posture 68, 285-299, 2019
1262019
A novel time-aware food recommender-system based on deep learning and graph clustering
M Rostami, M Oussalah, V Farrahi
IEEE Access 10, 52508-52524, 2022
642022
Community detection algorithms in healthcare applications: a systematic review
M Rostami, M Oussalah, K Berahmand, V Farrahi
IEEE Access, 2023
472023
Machine-learning models for activity class prediction: A comparative study of feature selection and classification algorithms
J Chong, P Tjurin, M Niemelä, T Jämsä, V Farrahi
Gait & posture 89, 45-53, 2021
412021
Compositional associations of sleep and activities within the 24-h cycle with cardiometabolic health markers in adults
V Farrahi, M Kangas, R Walmsley, M Niemelä, A Kiviniemi, K Puukka, ...
Medicine and science in sports and exercise 53 (2), 324, 2021
332021
Intensity and temporal patterns of physical activity and cardiovascular disease risk in midlife
M Niemelä, M Kangas, V Farrahi, A Kiviniemi, AM Leinonen, R Ahola, ...
Preventive Medicine 124, 33-41, 2019
302019
Accumulation patterns of sedentary time and breaks and their association with cardiometabolic health markers in adults
V Farrahi, M Kangas, A Kiviniemi, K Puukka, R Korpelainen, T Jämsä
Scandinavian journal of medicine & science in sports 31 (7), 1489-1507, 2021
242021
Evaluating and enhancing the generalization performance of machine learning models for physical activity intensity prediction from raw acceleration data
V Farrahi, M Niemelä, P Tjurin, M Kangas, R Korpelainen, T Jämsä
IEEE journal of biomedical and health informatics 24 (1), 27-38, 2019
242019
An effective explainable food recommendation using deep image clustering and community detection
M Rostami, U Muhammad, S Forouzandeh, K Berahmand, V Farrahi, ...
Intelligent Systems with Applications 16, 200157, 2022
232022
A novel healthy and time-aware food recommender system using attributed community detection
M Rostami, V Farrahi, S Ahmadian, SMJ Jalali, M Oussalah
Expert Systems with Applications 221, 119719, 2023
202023
Correlates of physical activity behavior in adults: a data mining approach
V Farrahi, M Niemelä, M Kärmeniemi, S Puhakka, M Kangas, ...
international journal of behavioral nutrition and physical activity 17, 1-14, 2020
172020
Prolonged bouts of sedentary time and cardiac autonomic function in midlife
M Niemelä, A Kiviniemi, M Kangas, V Farrahi, AM Leinonen, R Ahola, ...
Translational Sports Medicine 2 (6), 341-350, 2019
152019
Acknowledging geodiversity in safeguarding biodiversity and human health
J Alahuhta, H Tukiainen, M Toivanen, T Ala-Hulkko, V Farrahi, J Hjort, ...
The Lancet Planetary Health 6 (12), e987-e992, 2022
122022
Joint profiles of sedentary time and physical activity in adults and their associations with cardiometabolic health
V Farrahi, M Rostami, D Dumuid, SFM Chastin, M Niemelä, ...
Medicine and Science in Sports and Exercise 54 (12), 2118, 2022
82022
Healthy food recommendation using a time-aware community detection approach and reliability measurement
S Ahmadian, M Rostami, SMJ Jalali, M Oussalah, V Farrahi
International Journal of Computational Intelligence Systems 15 (1), 105, 2022
62022
AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments
V Farrahi, U Muhammad, M Rostami, M Oussalah
International Journal of Medical Informatics 172, 105004, 2023
32023
Compositional association of 24‐h movement behavior with incident major adverse cardiac events and all‐cause mortality
M Niemelä, A Kiviniemi, TM Ikäheimo, M Tulppo, R Korpelainen, T Jämsä, ...
Scandinavian Journal of Medicine & Science in Sports 33 (5), 641-650, 2023
22023
The individual-level productivity costs of physical inactivity
JT Kari, I Nerg, S Huikari, AM Leinonen, M Nurkkala, V Farrahi, ...
Medicine and Science in Sports and Exercise 55 (2), 255, 2023
22023
Machine learning in physical activity, sedentary, and sleep behavior research
V Farrahi, M Rostami
Journal of Activity, Sedentary and Sleep Behaviors 3 (1), 5, 2024
12024
Physical activity, residential greenness, and cardiac autonomic function
M Korpisaari, S Puhakka, V Farrahi, M Niemelä, MP Tulppo, T Ikäheimo, ...
Scandinavian journal of medicine & science in sports 34 (1), e14505, 2024
12024
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Artikkelit 1–20