Rana Forsati

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 11

Top Topics

Feature Selection

Matrix Factorization

Recommender Systems

Top Venues

Publications

Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
Efficient fair principal component analysis. Mach. Learn. 111 (10) (2022)
Mohammad Mahdi Kamani, Rana Forsati, James Z. Wang, Mehrdad Mahdavi
Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing. CoRR (2021)
Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks. KDD (2020)
Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks. CoRR (2020)
Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
Efficient Fair Principal Component Analysis. CoRR (2019)
Sepehr Soleimani, Pengcheng Jiao, Shabnam Rajaei, Rana Forsati
A new approach for prediction of collapse settlement of sandy gravel soils. Eng. Comput. 34 (1) (2018)
Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian
Learning the Implicit Preference of Users for Effective Recommendation. ASONAM (2017)
Rana Forsati, Iman Barjasteh, Abdol-Hossein Esfahanian
Semi-supervised Collaborative Ranking with Push at the Top. ASONAM (2017)
Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian, Hayder Radha
Network completion by leveraging similarity of nodes. Soc. Netw. Anal. Min. 6 (1) (2016)
Iman Barjasteh, Rana Forsati, Dennis Ross, Abdol-Hossein Esfahanian, Hayder Radha
Cold-Start Recommendation with Provable Guarantees: A Decoupled Approach. IEEE Trans. Knowl. Data Eng. 28 (6) (2016)
Rana Forsati, Mehrnoush Shamsfard
Symbiosis of evolutionary and combinatorial ontology mapping approaches. Inf. Sci. 342 (2016)
Alireza Moayedikia, Richard Jensen, Uffe Kock Wiil, Rana Forsati
Weighted bee colony algorithm for discrete optimization problems with application to feature selection. Eng. Appl. Artif. Intell. 44 (2015)
Rana Forsati, Iman Barjasteh, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha
PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations. RecSys (2015)
Rana Forsati, Andisheh Keikha, Mehrnoush Shamsfard
An improved bee colony optimization algorithm with an application to document clustering. Neurocomputing 159 (2015)
Farzan Masrour, Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian, Hayder Radha
Network Completion with Node Similarity: A Matrix Completion Approach with Provable Guarantees. ASONAM (2015)
Iman Barjasteh, Rana Forsati, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha
Cold-Start Item and User Recommendation with Decoupled Completion and Transduction. RecSys (2015)
Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian, Hayder Radha
Semi-supervised Collaborative Ranking with Push at Top. CoRR (2015)
Rana Forsati, Alireza Moayedikia, Mehrnoush Shamsfard
An effective Web page recommender using binary data clustering. Inf. Retr. J. 18 (3) (2015)
Rana Forsati, Mehrnoush Shamsfard
Novel harmony search-based algorithms for part-of-speech tagging. Knowl. Inf. Syst. 42 (3) (2015)
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
Matrix Factorization with Explicit Trust and Distrust Relationships. CoRR (2014)
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation. ACM Trans. Inf. Syst. 32 (4) (2014)
Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi
Enriched ant colony optimization and its application in feature selection. Neurocomputing 142 (2014)
Mohsen Mirkhani, Rana Forsati, Alireza Mohammad Shahri, Alireza Moayedikia
A novel efficient algorithm for mobile robot localization. Robotics Auton. Syst. 61 (9) (2013)
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohammad Reza Meybodi
Efficient stochastic algorithms for document clustering. Inf. Sci. 220 (2013)
Rana Forsati, Hanieh Mohammadi Doustdar, Mehrnoush Shamsfard, Andisheh Keikha, Mohammad Reza Meybodi
A fuzzy co-clustering approach for hybrid recommender systems. Int. J. Hybrid Intell. Syst. 10 (2) (2013)
Hanieh Mohammadi, Rana Forsati, Mohammad Reza Meybodi, Mehrnoush Shamsfard
A bi-section graph approach for hybrid recommender system. GrC (2011)
Rana Forsati, Alireza Moayedikia, Bahareh Safarkhani
Heuristic Approach to Solve Feature Selection Problem. DICTAP (2) (2011)
Mojdeh Talabeigi, Rana Forsati, Mohammad Reza Meybodi
A Hybrid Web Recommender System Based on Cellular Learning Automata. GrC (2010)
Rana Forsati, Mohammad Reza Meybodi
Effective page recommendation algorithms based on distributed learning automata and weighted association rules. Expert Syst. Appl. 37 (2) (2010)
Rana Forsati, Mohammad Reza Meybodi, Afsaneh Rahbar
An efficient algorithm for web recommendation systems. AICCSA (2009)
Azadeh Ghari Neiat, Mehran Mohsenzadeh, Rana Forsati, Amir Masoud Rahmani
An Agent-based Semantic Web Service Discovery Framework. ICCMS (2009)
Mehrdad Mahdavi, Rana Forsati, Ali Movaghar
Bandwidth-Delay Constrained Least Cost Multicast Routing for Multimedia Communication. CSICC (2008)
Rana Forsati, Mohammad Reza Meybodi, Mehrdad Mahdavi, Azadeh Ghari Neiat
Hybridization of K-Means and Harmony Search Methods for Web Page Clustering. Web Intelligence (2008)
Mehrdad Mahdavi, Morteza Haghir Chehreghani, Hassan Abolhassani, Rana Forsati
Novel meta-heuristic algorithms for clustering web documents. Appl. Math. Comput. 201 (1-2) (2008)
Rana Forsati, A. T. Haghighat, Mehrdad Mahdavi
Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing. Comput. Commun. 31 (10) (2008)