Mehrdad Rostami

According to our database, Mehrdad Rostami authored at least 37 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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, Raija Korpelainen, Vahid Farrahi

Artif. Intell. Rev., February, 2025

2024

Health-aware food recommendation system with dual attention in heterogeneous graphs.

Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand, Razieh Sheikhpour

Comput. Biol. Medicine, February, 2024

A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning.

Sajad Ahmadian, Mehrdad Rostami, Vahid Farrahi, Mourad Oussalah

Neural Networks, 2024

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

Neurocomputing, 2024

UIFRS-HAN: User interests-aware food recommender system based on the heterogeneous attention network.

Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami, Aliyeh Aminzadeh, Mourad Oussalah

Eng. Appl. Artif. Intell., 2024

Emotional Insights for Food Recommendations.

Mehrdad Rostami, Ali Vardasbi, Mohammad Aliannejadi, Mourad Oussalah

Proceedings of the Advances in Information Retrieval, 2024

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

Expert Syst. Appl., July, 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

Int. J. Medical Informatics, April, 2023

Community Detection Algorithms in Healthcare Applications: A Systematic Review.

Mehrdad Rostami, Mourad Oussalah, Kamal Berahmand, Vahid Farrahi

IEEE Access, 2023

Towards Health-Aware Fairness in Food Recipe Recommendation.

Mehrdad Rostami, Mohammad Aliannejadi, Mourad Oussalah

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022

Adaptive Motion Cueing Algorithm Based on Fuzzy Logic Using Online Dexterity and Direction Monitoring.

Mohammad Reza Chalak Qazani, Houshyar Asadi, Mehrdad Rostami, Shady M. K. Mohamed, Chee Peng Lim, Saeid Nahavandi

IEEE Syst. J., 2022

A novel attributed community detection by integration of feature weighting and node centrality.

Mehrdad Rostami, Mourad Oussalah

Online Soc. Networks Media, 2022

Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection.

Farid Saberi-Movahed, Mehrdad Rostami, Kamal Berahmand, Saeed Karami, Prayag Tiwari, Mourad Oussalah, Shahab S. Band

Knowl. Based Syst., 2022

A new attributed graph clustering by using label propagation in complex networks.

Kamal Berahmand, Sogol Haghani, Mehrdad Rostami, Yuefeng Li

J. King Saud Univ. Comput. Inf. Sci., 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

Intell. Syst. Appl., 2022

Healthy Food Recommendation Using a Time-Aware Community Detection Approach and Reliability Measurement.

Sajad Ahmadian, Mehrdad Rostami, Seyed Mohammad Jafar Jalali, Mourad Oussalah, Vahid Farrahi

Int. J. Comput. Intell. Syst., 2022

Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods.

Farshad Saberi-Movahed, Mahyar Mohammadifard, Adel Mehrpooya, Mohammad Rezaei-Ravari, Kamal Berahmand, Mehrdad Rostami, Saeed Karami, Mohammad Najafzadeh, Davood Hajinezhad, Mina Jamshidi, Farshid Abedi, Mahtab Mohammadifard, Elnaz Farbod, Farinaz Safavi, Mohammadreza Dorvash, Negar Mottaghi-Dastjerdi, Shahrzad Vahedi, Mahdi Eftekhari, Farid Saberi-Movahed, Hamid Alinejad-Rokny, Shahab S. Band, Iman Tavassoly

Comput. Biol. Medicine, 2022

Graph-based relevancy-redundancy gene selection method for cancer diagnosis.

Saeid Azadifar, Mehrdad Rostami, Kamal Berahmand, Parham Moradi, Mourad Oussalah

Comput. Biol. Medicine, 2022

Gene selection for microarray data classification via multi-objective graph theoretic-based method.

Mehrdad Rostami, Saman Forouzandeh, Kamal Berahmand, Mina Soltani, Meisam Shahsavari, Mourad Oussalah

Artif. Intell. Medicine, 2022

A Novel Time-Aware Food Recommender-System Based on Deep Learning and Graph Clustering.

Mehrdad Rostami, Mourad Oussalah, Vahid Farrahi

IEEE Access, 2022

A Prediction of Time Series Driving Motion Scenarios Using LSTM and ESN.

Mohammad Reza Chalak Qazani, Farzin Tabarsinezhad, Houshyar Asadi, Chee Peng Lim, Adetokunbo Arogbonlo, Shehab Alsanwy, Shadi Mohamed, Mehrdad Rostami, Saeid Nahavandi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021

Presentation of a recommender system with ensemble learning and graph embedding: a case on MovieLens.

Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami

Multim. Tools Appl., 2021

A novel community detection based genetic algorithm for feature selection.

Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh

J. Big Data, 2021

Prediction of chemoresistance trait of cancer cell lines using machine learning algorithms and systems biology analysis.

Atousa Ataei, Niloufar Seyed Majidi, Javad Zahiri, Mehrdad Rostami, Seyed Shahriar Arab, Albert Rizvanov

J. Big Data, 2021

A Hotel Recommender System for Tourists Using the Artificial Bee Colony Algorithm and Fuzzy TOPSIS Model: A Case Study of TripAdvisor.

Saman Forouzandeh, Kamal Berahmand, Elahe Nasiri, Mehrdad Rostami

Int. J. Inf. Technol. Decis. Mak., 2021

Review of swarm intelligence-based feature selection methods.

Mehrdad Rostami, Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh

Eng. Appl. Artif. Intell., 2021

Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends.

Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand

Eng. Appl. Artif. Intell., 2021

A modified DeepWalk method for link prediction in attributed social network.

Kamal Berahmand, Elahe Nasiri, Mehrdad Rostami, Saman Forouzandeh

Computing, 2021

A novel link prediction algorithm for protein-protein interaction networks by attributed graph embedding.

Elahe Nasiri, Kamal Berahmand, Mehrdad Rostami, Mohammad Dabiri

Comput. Biol. Medicine, 2021

Gene Selection for Cancer Diagnosis via Iterative Graph Clustering-Based Approach Communication.

Mehrdad Rostami, Mourad Oussalah

Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

2020

Prediction optimization of diffusion paths in social networks using integration of ant colony and densest subgraph algorithms.

Kasra Majbouri Yazdi, Adel Majbouri Yazdi, Saeid Khodayi, Jingyu Hou, Wanlei Zhou, Saeed Saedy, Mehrdad Rostami

J. High Speed Networks, 2020

A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty.

Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh

J. Big Data, 2020

Review of Swarm Intelligence-based Feature Selection Methods.

Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh

CoRR, 2020

2019

Improving Recommender Systems Accuracy in Social Networks Using Popularity.

Kasra Majbouri Yazdi, Adel Majbouri Yazdi, Saeid Khodayi, Jingyu Hou, Wanlei Zhou, Saeid Saedy, Mehrdad Rostami

Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

2017

BESS connection impact assessment.

Mehrdad Boloorchi, Mehrdad Rostami, Vince Green

Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

2015

Integration of graph clustering with ant colony optimization for feature selection.

Parham Moradi, Mehrdad Rostami

Knowl. Based Syst., 2015

A graph theoretic approach for unsupervised feature selection.

Parham Moradi, Mehrdad Rostami

Eng. Appl. Artif. Intell., 2015