Mehrdad Rostami

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

Community Detection

Link Prediction

Feature Selection

Top Venues

Eng. Appl. Artif. Intell.

Comput. Biol. Medicine

Publications

Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand, Razieh Sheikhpour
Health-aware food recommendation system with dual attention in heterogeneous graphs. Comput. Biol. Medicine 169 (2024)
Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh, Sajad Ahmadian, Vahid Farrahi, Mourad Oussalah
A novel healthy food recommendation to user groups based on a deep social community detection approach. Neurocomputing 576 (2024)
Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami, Aliyeh Aminzadeh, Mourad Oussalah
UIFRS-HAN: User interests-aware food recommender system based on the heterogeneous attention network. Eng. Appl. Artif. Intell. 135 (2024)
Sajad Ahmadian, Mehrdad Rostami, Vahid Farrahi, Mourad Oussalah
A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning. Neural Networks 173 (2024)
Mehrdad Rostami, Ali Vardasbi, Mohammad Aliannejadi, Mourad Oussalah
Emotional Insights for Food Recommendations. ECIR (2) (2024)
Mehrdad Rostami, Mohammad Aliannejadi, Mourad Oussalah
Towards Health-Aware Fairness in Food Recipe Recommendation. RecSys (2023)
Vahid Farrahi, Usman Muhammad, Mehrdad Rostami, Mourad Oussalah
AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments. Int. J. Medical Informatics 172 (2023)
Mehrdad Rostami, Mourad Oussalah, Kamal Berahmand, Vahid Farrahi
Community Detection Algorithms in Healthcare Applications: A Systematic Review. IEEE Access 11 (2023)
Mehrdad Rostami, Vahid Farrahi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Mourad Oussalah
A novel healthy and time-aware food recommender system using attributed community detection. Expert Syst. Appl. 221 (2023)
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
Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods. Comput. Biol. Medicine 146 (2022)
Mehrdad Rostami, Saman Forouzandeh, Kamal Berahmand, Mina Soltani, Meisam Shahsavari, Mourad Oussalah
Gene selection for microarray data classification via multi-objective graph theoretic-based method. Artif. Intell. Medicine 123 (2022)
Sajad Ahmadian, Mehrdad Rostami, Seyed Mohammad Jafar Jalali, Mourad Oussalah, Vahid Farrahi
Healthy Food Recommendation Using a Time-Aware Community Detection Approach and Reliability Measurement. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Mehrdad Rostami, Mourad Oussalah
A novel attributed community detection by integration of feature weighting and node centrality. Online Soc. Networks Media 30 (2022)
Mehrdad Rostami, Usman Muhammad, Saman Forouzandeh, Kamal Berahmand, Vahid Farrahi, Mourad Oussalah
An effective explainable food recommendation using deep image clustering and community detection. Intell. Syst. Appl. 16 (2022)
Mehrdad Rostami, Mourad Oussalah, Vahid Farrahi
A Novel Time-Aware Food Recommender-System Based on Deep Learning and Graph Clustering. IEEE Access 10 (2022)
Farid Saberi-Movahed, Mehrdad Rostami, Kamal Berahmand, Saeed Karami, Prayag Tiwari, Mourad Oussalah, Shahab S. Band
Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection. Knowl. Based Syst. 256 (2022)
Saeid Azadifar, Mehrdad Rostami, Kamal Berahmand, Parham Moradi, Mourad Oussalah
Graph-based relevancy-redundancy gene selection method for cancer diagnosis. Comput. Biol. Medicine 147 (2022)
Mohammad Reza Chalak Qazani, Houshyar Asadi, Mehrdad Rostami, Shady M. K. Mohamed, Chee Peng Lim, Saeid Nahavandi
Adaptive Motion Cueing Algorithm Based on Fuzzy Logic Using Online Dexterity and Direction Monitoring. IEEE Syst. J. 16 (2) (2022)
Kamal Berahmand, Sogol Haghani, Mehrdad Rostami, Yuefeng Li
A new attributed graph clustering by using label propagation in complex networks. J. King Saud Univ. Comput. Inf. Sci. 34 (5) (2022)
Mohammad Reza Chalak Qazani, Farzin Tabarsinezhad, Houshyar Asadi, Chee Peng Lim, Adetokunbo Arogbonlo, Shehab Alsanwy, Shadi Mohamed, Mehrdad Rostami, Saeid Nahavandi
A Prediction of Time Series Driving Motion Scenarios Using LSTM and ESN. SMC (2022)
Elahe Nasiri, Kamal Berahmand, Mehrdad Rostami, Mohammad Dabiri
A novel link prediction algorithm for protein-protein interaction networks by attributed graph embedding. Comput. Biol. Medicine 137 (2021)
Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
A novel community detection based genetic algorithm for feature selection. J. Big Data 8 (1) (2021)
Saman Forouzandeh, Kamal Berahmand, Elahe Nasiri, Mehrdad Rostami
A Hotel Recommender System for Tourists Using the Artificial Bee Colony Algorithm and Fuzzy TOPSIS Model: A Case Study of TripAdvisor. Int. J. Inf. Technol. Decis. Mak. 20 (1) (2021)
Mehrdad Rostami, Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh
Review of swarm intelligence-based feature selection methods. Eng. Appl. Artif. Intell. 100 (2021)
Mehrdad Rostami, Mourad Oussalah
Gene Selection for Cancer Diagnosis via Iterative Graph Clustering-Based Approach Communication. SMARTERCARE@AI*IA (2021)
Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends. Eng. Appl. Artif. Intell. 104 (2021)
Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami
Presentation of a recommender system with ensemble learning and graph embedding: a case on MovieLens. Multim. Tools Appl. 80 (5) (2021)
Kamal Berahmand, Elahe Nasiri, Mehrdad Rostami, Saman Forouzandeh
A modified DeepWalk method for link prediction in attributed social network. Computing 103 (10) (2021)
Atousa Ataei, Niloufar Seyed Majidi, Javad Zahiri, Mehrdad Rostami, Seyed Shahriar Arab, Albert Rizvanov
Prediction of chemoresistance trait of cancer cell lines using machine learning algorithms and systems biology analysis. J. Big Data 8 (1) (2021)
Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
Presentation of a Recommender System with Ensemble Learning and Graph Embedding: A Case on MovieLens. CoRR (2020)
Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
A Novel Community Detection Based Genetic Algorithm for Feature Selection. CoRR (2020)
Kasra Majbouri Yazdi, Adel Majbouri Yazdi, Saeid Khodayi, Jingyu Hou, Wanlei Zhou, Saeed Saedy, Mehrdad Rostami
Prediction optimization of diffusion paths in social networks using integration of ant colony and densest subgraph algorithms. J. High Speed Networks 26 (2) (2020)
Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
Presentation a Trust Walker for rating prediction in Recommender System with Biased Random Walk: Effects of H-index Centrality, Similarity in Items and Friends. CoRR (2020)
Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
Review of Swarm Intelligence-based Feature Selection Methods. CoRR (2020)
Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty. J. Big Data 7 (1) (2020)
Kasra Majbouri Yazdi, Adel Majbouri Yazdi, Saeid Khodayi, Jingyu Hou, Wanlei Zhou, Saeid Saedy, Mehrdad Rostami
Improving Recommender Systems Accuracy in Social Networks Using Popularity. PDCAT (2019)
Mehrdad Boloorchi, Mehrdad Rostami, Vince Green
BESS connection impact assessment. CCECE (2017)
Parham Moradi, Mehrdad Rostami
Integration of graph clustering with ant colony optimization for feature selection. Knowl. Based Syst. 84 (2015)
Parham Moradi, Mehrdad Rostami
A graph theoretic approach for unsupervised feature selection. Eng. Appl. Artif. Intell. 44 (2015)