Rana Forsati

37 papers A* 1A 2B 3C 1Misc 3Journal 22Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Towards Web-scale Recommendations with LLMs: From Quality-aware Ranking to Candidate Generation.
KDD (1)
Jaidev Shah, Iman Barjasteh, Amey Barapatre, Rana Forsati, Gang Luo, Fan Wu, Yuan Fang, Xue Deng, Blake Shepard, Ronak Shah, Linjun Yang, Hongzhi Li
2022 J jnl
Efficient fair principal component analysis.
Mach. Learn.
Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
2021 J jnl
Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing.
CoRR
Mohammad Mahdi Kamani, Rana Forsati, James Z. Wang, Mehrdad Mahdavi
2020 A* conf
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks.
KDD
Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi
2020 J jnl
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks.
CoRR
Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi
2019 J jnl
Efficient Fair Principal Component Analysis.
CoRR
Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
2018 J jnl
A new approach for prediction of collapse settlement of sandy gravel soils.
Eng. Comput.
Sepehr Soleimani, Pengcheng Jiao, Shabnam Rajaei, Rana Forsati
2017 B conf
Learning the Implicit Preference of Users for Effective Recommendation.
ASONAM
Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian
2017 B conf
Semi-supervised Collaborative Ranking with Push at the Top.
ASONAM
Rana Forsati, Iman Barjasteh, Abdol-Hossein Esfahanian
2016 J jnl
Cold-Start Recommendation with Provable Guarantees: A Decoupled Approach.
IEEE Trans. Knowl. Data Eng.
Iman Barjasteh, Rana Forsati, Dennis Ross, Abdol-Hossein Esfahanian, Hayder Radha
2016 J jnl
Network completion by leveraging similarity of nodes.
Soc. Netw. Anal. Min.
Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian, Hayder Radha
2016 J jnl
Symbiosis of evolutionary and combinatorial ontology mapping approaches.
Inf. Sci.
Rana Forsati, Mehrnoush Shamsfard
2015 J jnl
An effective Web page recommender using binary data clustering.
Inf. Retr. J.
Rana Forsati, Alireza Moayedikia, Mehrnoush Shamsfard
2015 J jnl
An improved bee colony optimization algorithm with an application to document clustering.
Neurocomputing
Rana Forsati, Andisheh Keikha, Mehrnoush Shamsfard
2015 A conf
Cold-Start Item and User Recommendation with Decoupled Completion and Transduction.
RecSys
Iman Barjasteh, Rana Forsati, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha
2015 B conf
Network Completion with Node Similarity: A Matrix Completion Approach with Provable Guarantees.
ASONAM
Farzan Masrour, Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian, Hayder Radha
2015 J jnl
Novel harmony search-based algorithms for part-of-speech tagging.
Knowl. Inf. Syst.
Rana Forsati, Mehrnoush Shamsfard
2015 A conf
PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations.
RecSys
Rana Forsati, Iman Barjasteh, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha
2015 J jnl
Semi-supervised Collaborative Ranking with Push at Top.
CoRR
Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian, Hayder Radha
2015 J jnl
Weighted bee colony algorithm for discrete optimization problems with application to feature selection.
Eng. Appl. Artif. Intell.
Alireza Moayedikia, Richard Jensen, Uffe Kock Wiil, Rana Forsati
2014 J jnl
Enriched ant colony optimization and its application in feature selection.
Neurocomputing
Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi
2014 J jnl
Matrix Factorization with Explicit Trust and Distrust Relationships.
CoRR
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
2014 J jnl
Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation.
ACM Trans. Inf. Syst.
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
2013 J jnl
A fuzzy co-clustering approach for hybrid recommender systems.
Int. J. Hybrid Intell. Syst.
Rana Forsati, Hanieh Mohammadi Doustdar, Mehrnoush Shamsfard, Andisheh Keikha, Mohammad Reza Meybodi
2013 J jnl
A novel efficient algorithm for mobile robot localization.
Robotics Auton. Syst.
Mohsen Mirkhani, Rana Forsati, Alireza Mohammad Shahri, Alireza Moayedikia
2013 J jnl
Efficient stochastic algorithms for document clustering.
Inf. Sci.
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohammad Reza Meybodi
2011 Misc conf
A bi-section graph approach for hybrid recommender system.
GrC
Hanieh Mohammadi, Rana Forsati, Mohammad Reza Meybodi, Mehrnoush Shamsfard
2011 — conf
Heuristic Approach to Solve Feature Selection Problem.
DICTAP (2)
Rana Forsati, Alireza Moayedikia, Bahareh Safarkhani
2010 Misc conf
A Hybrid Web Recommender System Based on Cellular Learning Automata.
GrC
Mojdeh Talabeigi, Rana Forsati, Mohammad Reza Meybodi
2010 J jnl
Effective page recommendation algorithms based on distributed learning automata and weighted association rules.
Expert Syst. Appl.
Rana Forsati, Mohammad Reza Meybodi
2010 — ch.
Web Text Mining Using Harmony Search.
Recent Advances In Harmony Search Algorithm
Rana Forsati, Mehrdad Mahdavi
2009 — conf
An Agent-based Semantic Web Service Discovery Framework.
ICCMS
Azadeh Ghari Neiat, Mehran Mohsenzadeh, Rana Forsati, Amir Masoud Rahmani
2009 C conf
An efficient algorithm for web recommendation systems.
AICCSA
Rana Forsati, Mohammad Reza Meybodi, Afsaneh Rahbar
2008 Misc conf
Bandwidth-Delay Constrained Least Cost Multicast Routing for Multimedia Communication.
CSICC
Mehrdad Mahdavi, Rana Forsati, Ali Movaghar
2008 J jnl
Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing.
Comput. Commun.
Rana Forsati, A. T. Haghighat, Mehrdad Mahdavi
2008 — conf
Hybridization of K-Means and Harmony Search Methods for Web Page Clustering.
Web Intelligence
Rana Forsati, Mohammad Reza Meybodi, Mehrdad Mahdavi, Azadeh Ghari Neiat
2008 J jnl
Novel meta-heuristic algorithms for clustering web documents.
Appl. Math. Comput.
Mehrdad Mahdavi, Morteza Haghir Chehreghani, Hassan Abolhassani, Rana Forsati