Saman Forouzandeh

34 papers A* 3Journal 30Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	AC$ WWW Kamal Berahmand, Saman Forouzandeh, Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili
2026	J	`jnl`	AC2L-GAD: Active Counterfactual Contrastive Learning for Graph Anomaly Detection. CoRR Kamal Berahmand, Saman Forouzandeh, Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili
2025	A*	`conf`	DistillHGNN: A Knowledge Distillation Approach for High-Speed Hypergraph Neural Networks. ICLR Saman Forouzandeh, Parham Moradi, Mahdi Jalili
2025	J	`jnl`	Dual-view entropy-regularized nonnegative matrix factorization for attributed graph clustering. Inf. Sci. Mehrnoush Mohammadi, Kamal Berahmand, Saman Forouzandeh, Xujuan Zhou, Hassan Khosravi
2025	J	`jnl`	Learning Hierarchical Procedural Memory for LLM Agents through Bayesian Selection and Contrastive Refinement. CoRR Saman Forouzandeh, Wei Peng, Parham Moradi, Xinghuo Yu, Mahdi Jalili
2025	J	`jnl`	Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems. CoRR Saman Forouzandeh, Pavel N. Krivitsky, Rohitash Chandra
2025	J	`jnl`	Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems. Expert Syst. Appl. Saman Forouzandeh, Pavel N. Krivitsky, Rohitash Chandra
2025	J	`jnl`	Recommender Systems Based on Nonnegative Matrix Factorization: A Survey. IEEE Trans. Artif. Intell. Sajad Ahmadian, Kamal Berahmand, Mehrdad Rostami, Saman Forouzandeh, Parham Moradi, Mahdi Jalili
2025	A*	`conf`	SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models. ICML Saman Forouzandeh, Parham Moradi, Mahdi Jalili
2024	J	`jnl`	A novel healthy food recommendation to user groups based on a deep social community detection approach. Neurocomputing Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh, Sajad Ahmadian, Vahid Farrahi, Mourad Oussalah
2024	J	`jnl`	Health-aware food recommendation system with dual attention in heterogeneous graphs. Comput. Biol. Medicine Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand, Razieh Sheikhpour
2024	J	`jnl`	UIFRS-HAN: User interests-aware food recommender system based on the heterogeneous attention network. Eng. Appl. Artif. Intell. Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami, Aliyeh Aminzadeh, Mourad Oussalah
2023	J	`jnl`	A new method for recommendation based on embedding spectral clustering in heterogeneous networks (RESCHet). Expert Syst. Appl. Saman Forouzandeh, Kamal Berahmand, Razieh Sheikhpour, Yuefeng Li
2023	J	`jnl`	Hessian-based semi-supervised feature selection using generalized uncorrelated constraint. Knowl. Based Syst. Razieh Sheikhpour, Kamal Berahmand, Saman Forouzandeh
2022	—	`conf`	A Novel Explainable and Health-aware Food Recommender System. KDIR Merhrdad Rostami, Vahid Farahi, Kamal Berahmand, Saman Forouzandeh, Sajad Ahmadian, Mourad Oussalah
2022	J	`jnl`	A preference random walk algorithm for link prediction through mutual influence nodes in complex networks. J. King Saud Univ. Comput. Inf. Sci. Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh, Yuefeng Li
2022	J	`jnl`	An effective explainable food recommendation using deep image clustering and community detection. Intell. Syst. Appl. Mehrdad Rostami, Usman Muhammad, Saman Forouzandeh, Kamal Berahmand, Vahid Farrahi, Mourad Oussalah
2022	J	`jnl`	Gene selection for microarray data classification via multi-objective graph theoretic-based method. Artif. Intell. Medicine Mehrdad Rostami, Saman Forouzandeh, Kamal Berahmand, Mina Soltani, Meisam Shahsavari, Mourad Oussalah
2021	J	`jnl`	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. Saman Forouzandeh, Kamal Berahmand, Elahe Nasiri, Mehrdad Rostami
2021	J	`jnl`	A Preference Random Walk Algorithm for Link Prediction through Mutual Influence Nodes in Complex Networks. CoRR Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh, Yuefeng Li
2021	J	`jnl`	A modified DeepWalk method for link prediction in attributed social network. Computing Kamal Berahmand, Elahe Nasiri, Mehrdad Rostami, Saman Forouzandeh
2021	J	`jnl`	A novel community detection based genetic algorithm for feature selection. J. Big Data Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
2021	J	`jnl`	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. Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
2021	J	`jnl`	Presentation of a recommender system with ensemble learning and graph embedding: a case on MovieLens. Multim. Tools Appl. Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami
2021	J	`jnl`	Review of swarm intelligence-based feature selection methods. Eng. Appl. Artif. Intell. Mehrdad Rostami, Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh
2020	J	`jnl`	A Novel Community Detection Based Genetic Algorithm for Feature Selection. CoRR Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
2020	J	`jnl`	A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty. J. Big Data Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
2020	J	`jnl`	Addressing the Cold-Start Problem Using Data Mining Techniques and Improving Recommender Systems by Cuckoo Algorithm: A Case Study of Facebook. Comput. Sci. Eng. Saman Forouzandeh, Atae Rezaei Aghdam, Soran Forouzandeh, Shuxiang Xu
2020	J	`jnl`	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 Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
2020	J	`jnl`	Presentation of a Recommender System with Ensemble Learning and Graph Embedding: A Case on MovieLens. CoRR Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
2020	J	`jnl`	Review of Swarm Intelligence-based Feature Selection Methods. CoRR Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
2019	J	`jnl`	Health Recommender System in Social Networks: A Case of Facebook. Webology Saman Forouzandeh, Atae Rezaei Aghdam
2018	J	`jnl`	New centrality measure for nodes based on user social status and behavior on Facebook. Int. J. Web Inf. Syst. Saman Forouzandeh, Amir Sheikhahmadi, Atae Rezaei Aghdam, Shuxiang Xu
2014	J	`jnl`	Content marketing through data mining on Facebook social network. Webology Saman Forouzandeh, Heirsh Soltanpanah, Amir Sheikhahmadi