Saman Forouzandeh

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Community Detection

Graph Embedding

Microarray Data Classification

Link Prediction

Top Venues

Eng. Appl. Artif. Intell.

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)
Saman Forouzandeh, Kamal Berahmand, Razieh Sheikhpour, Yuefeng Li
A new method for recommendation based on embedding spectral clustering in heterogeneous networks (RESCHet). Expert Syst. Appl. 231 (2023)
Razieh Sheikhpour, Kamal Berahmand, Saman Forouzandeh
Hessian-based semi-supervised feature selection using generalized uncorrelated constraint. Knowl. Based Syst. 269 (2023)
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)
Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh, Yuefeng Li
A preference random walk algorithm for link prediction through mutual influence nodes in complex networks. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part A) (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)
Merhrdad Rostami, Vahid Farahi, Kamal Berahmand, Saman Forouzandeh, Sajad Ahmadian, Mourad Oussalah
A Novel Explainable and Health-aware Food Recommender System. KDIR (2022)
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)
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)
Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh, Yuefeng Li
A Preference Random Walk Algorithm for Link Prediction through Mutual Influence Nodes in Complex Networks. CoRR (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)
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)
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)
Saman Forouzandeh, Atae Rezaei Aghdam, Soran Forouzandeh, Shuxiang Xu
Addressing the Cold-Start Problem Using Data Mining Techniques and Improving Recommender Systems by Cuckoo Algorithm: A Case Study of Facebook. Comput. Sci. Eng. 22 (4) (2020)
Saman Forouzandeh, Atae Rezaei Aghdam
Health Recommender System in Social Networks: A Case of Facebook. Webology 16 (1) (2019)
Saman Forouzandeh, Amir Sheikhahmadi, Atae Rezaei Aghdam, Shuxiang Xu
New centrality measure for nodes based on user social status and behavior on Facebook. Int. J. Web Inf. Syst. 14 (2) (2018)
Saman Forouzandeh, Heirsh Soltanpanah, Amir Sheikhahmadi
Content marketing through data mining on Facebook social network. Webology 11 (1) (2014)