Evaluating and Enhancing the Generalization Performance of Machine Learning Models for Physical Activity Intensity Prediction From Raw Acceleration Data. - Vahid Farrahi; Maisa Niemelä; Petra Tjurin; Maarit Kangas; Raija Korpelainen; Timo Jämsä (IEEE J. Biomed. Health Informatics, 2020)

A Novel Time-Aware Food Recommender-System Based on Deep Learning and Graph Clustering. - Mehrdad Rostami; Mourad Oussalah 002; Vahid Farrahi (IEEE Access, 2022)

Healthy Food Recommendation Using a Time-Aware Community Detection Approach and Reliability Measurement. - Sajad Ahmadian; Mehrdad Rostami; Seyed Mohammad Jafar Jalali; Mourad Oussalah 002; Vahid Farrahi (Int. J. Comput. Intell. Syst., 2022)

An effective explainable food recommendation using deep image clustering and community detection. - Mehrdad Rostami; Usman Muhammad; Saman Forouzandeh; Kamal Berahmand; Vahid Farrahi; Mourad Oussalah 002 (Intell. Syst. Appl., 2022)

Community Detection Algorithms in Healthcare Applications: A Systematic Review. - Mehrdad Rostami; Mourad Oussalah 002; Kamal Berahmand; Vahid Farrahi (IEEE Access, 2023)

AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments. - Vahid Farrahi; Usman Muhammad; Mehrdad Rostami; Mourad Oussalah 002 (Int. J. Medical Informatics, 2023)

A novel healthy and time-aware food recommender system using attributed community detection. - Mehrdad Rostami; Vahid Farrahi; Sajad Ahmadian; Seyed Mohammad Jafar Jalali; Mourad Oussalah 002 (Expert Syst. Appl., 2023)

A novel healthy food recommendation to user groups based on a deep social community detection approach. - Mehrdad Rostami; Kamal Berahmand; Saman Forouzandeh; Sajad Ahmadian; Vahid Farrahi; Mourad Oussalah 002 (Neurocomputing, 2024)

A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning. - Sajad Ahmadian; Mehrdad Rostami; Vahid Farrahi; Mourad Oussalah 002 (Neural Networks, 2024)

Deep learning of movement behavior profiles and their association with markers of cardiometabolic health. - Vahid Farrahi; Paul J. Collings; Mourad Oussalah 002 (BMC Medical Informatics Decis. Mak., 2024)

Digital phenotypes and digital biomarkers for health and diseases: a systematic review of machine learning approaches utilizing passive non-invasive signals collected via wearable devices and smartphones. - Alireza Sameh; Mehrdad Rostami; Mourad Oussalah 002; Raija Korpelainen; Vahid Farrahi (Artif. Intell. Rev., 2025)

A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems. - Sajad Ahmadian; Mehrdad Rostami; Seyed Mohammad Jafar Jalali; Mourad Oussalah 002; Vahid Farrahi (Knowl. Inf. Syst., 2025)