Content marketing through data mining on Facebook social network. - Saman Forouzandeh; Heirsh Soltanpanah; Amir Sheikhahmadi (Webology, 2014)

New centrality measure for nodes based on user social status and behavior on Facebook. - Saman Forouzandeh; Amir Sheikhahmadi; Atae Rezaei Aghdam; Shuxiang Xu (Int. J. Web Inf. Syst., 2018)

Health Recommender System in Social Networks: A Case of Facebook. - Saman Forouzandeh; Atae Rezaei Aghdam (Webology, 2019)

Review of Swarm Intelligence-based Feature Selection Methods. - Mehrdad Rostami; Kamal Berahmand; Saman Forouzandeh (CoRR, 2020)

Addressing the Cold-Start Problem Using Data Mining Techniques and Improving Recommender Systems by Cuckoo Algorithm: A Case Study of Facebook. - Saman Forouzandeh; Atae Rezaei Aghdam; Soran Forouzandeh; Shuxiang Xu (Comput. Sci. Eng., 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)

A modified DeepWalk method for link prediction in attributed social network. - Kamal Berahmand; Elahe Nasiri; Mehrdad Rostami; Saman Forouzandeh (Computing, 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)

Review of swarm intelligence-based feature selection methods. - Mehrdad Rostami; Kamal Berahmand; Elahe Nasiri; Saman Forouzandeh (Eng. Appl. Artif. Intell., 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)

A novel community detection based genetic algorithm for feature selection. - Mehrdad Rostami; Kamal Berahmand; Saman Forouzandeh (J. Big Data, 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 Explainable and Health-aware Food Recommender System. - Merhrdad Rostami; Vahid Farahi; Kamal Berahmand; Saman Forouzandeh; Sajad Ahmadian; Mourad Oussalah 002 (KDIR, 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 002 (Artif. Intell. Medicine, 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)

A preference random walk algorithm for link prediction through mutual influence nodes in complex networks. - Kamal Berahmand; Elahe Nasiri; Saman Forouzandeh; Yuefeng Li (J. King Saud Univ. Comput. Inf. Sci., 2022)

Hessian-based semi-supervised feature selection using generalized uncorrelated constraint. - Razieh Sheikhpour; Kamal Berahmand; Saman Forouzandeh (Knowl. Based Syst., 2023)

A new method for recommendation based on embedding spectral clustering in heterogeneous networks (RESCHet). - Saman Forouzandeh; Kamal Berahmand; Razieh Sheikhpour; Yuefeng Li (Expert Syst. Appl., 2023)

UIFRS-HAN: User interests-aware food recommender system based on the heterogeneous attention network. - Saman Forouzandeh; Kamal Berahmand; Mehrdad Rostami; Aliyeh Aminzadeh; Mourad Oussalah 002 (Eng. Appl. Artif. Intell., 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 002 (Neurocomputing, 2024)

Health-aware food recommendation system with dual attention in heterogeneous graphs. - Saman Forouzandeh; Mehrdad Rostami; Kamal Berahmand; Razieh Sheikhpour (Comput. Biol. Medicine, 2024)

DistillHGNN: A Knowledge Distillation Approach for High-Speed Hypergraph Neural Networks. - Saman Forouzandeh; Parham Moradi; Mahdi Jalili (ICLR, 2025)

Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems. - Saman Forouzandeh; Pavel N. Krivitsky; Rohitash Chandra (Expert Syst. Appl., 2025)

Dual-view entropy-regularized nonnegative matrix factorization for attributed graph clustering. - Mehrnoush Mohammadi; Kamal Berahmand; Saman Forouzandeh; Xujuan Zhou; Hassan Khosravi (Inf. Sci., 2025)