Rana Forsati

According to our database, Rana Forsati authored at least 34 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Efficient fair principal component analysis.

Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi

Mach. Learn., 2022

2021

Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing.

Mohammad Mahdi Kamani, Rana Forsati, James Z. Wang, Mehrdad Mahdavi

CoRR, 2021

2020

Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks.

Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2018

A new approach for prediction of collapse settlement of sandy gravel soils.

Sepehr Soleimani, Pengcheng Jiao, Shabnam Rajaei, Rana Forsati

Eng. Comput., 2018

2017

Learning the Implicit Preference of Users for Effective Recommendation.

Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Semi-supervised Collaborative Ranking with Push at the Top.

Rana Forsati, Iman Barjasteh, Abdol-Hossein Esfahanian

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016

Cold-Start Recommendation with Provable Guarantees: A Decoupled Approach.

Iman Barjasteh, Rana Forsati, Dennis Ross, Abdol-Hossein Esfahanian, Hayder Radha

IEEE Trans. Knowl. Data Eng., 2016

Network completion by leveraging similarity of nodes.

Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian, Hayder Radha

Soc. Netw. Anal. Min., 2016

Symbiosis of evolutionary and combinatorial ontology mapping approaches.

Rana Forsati, Mehrnoush Shamsfard

Inf. Sci., 2016

2015

Novel harmony search-based algorithms for part-of-speech tagging.

Rana Forsati, Mehrnoush Shamsfard

Knowl. Inf. Syst., 2015

An effective Web page recommender using binary data clustering.

Rana Forsati, Alireza Moayedikia, Mehrnoush Shamsfard

Inf. Retr. J., 2015

An improved bee colony optimization algorithm with an application to document clustering.

Rana Forsati, Andisheh Keikha, Mehrnoush Shamsfard

Neurocomputing, 2015

Weighted bee colony algorithm for discrete optimization problems with application to feature selection.

Alireza Moayedikia, Richard Jensen, Uffe Kock Wiil, Rana Forsati

Eng. Appl. Artif. Intell., 2015

Semi-supervised Collaborative Ranking with Push at Top.

Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian, Hayder Radha

CoRR, 2015

PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations.

Rana Forsati, Iman Barjasteh, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Cold-Start Item and User Recommendation with Decoupled Completion and Transduction.

Iman Barjasteh, Rana Forsati, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Network Completion with Node Similarity: A Matrix Completion Approach with Provable Guarantees.

Farzan Masrour, Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian, Hayder Radha

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation.

Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat

ACM Trans. Inf. Syst., 2014

Enriched ant colony optimization and its application in feature selection.

Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi

Neurocomputing, 2014

Matrix Factorization with Explicit Trust and Distrust Relationships.

Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat

CoRR, 2014

2013

A novel efficient algorithm for mobile robot localization.

Mohsen Mirkhani, Rana Forsati, Alireza Mohammad Shahri, Alireza Moayedikia

Robotics Auton. Syst., 2013

Efficient stochastic algorithms for document clustering.

Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohammad Reza Meybodi

Inf. Sci., 2013

A fuzzy co-clustering approach for hybrid recommender systems.

Rana Forsati, Hanieh Mohammadi Doustdar, Mehrnoush Shamsfard, Andisheh Keikha, Mohammad Reza Meybodi

Int. J. Hybrid Intell. Syst., 2013

2011

A bi-section graph approach for hybrid recommender system.

Hanieh Mohammadi, Rana Forsati, Mohammad Reza Meybodi, Mehrnoush Shamsfard

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Heuristic Approach to Solve Feature Selection Problem.

Rana Forsati, Alireza Moayedikia, Bahareh Safarkhani

Proceedings of the Digital Information and Communication Technology and Its Applications, 2011

2010

Web Text Mining Using Harmony Search.

Rana Forsati, Mehrdad Mahdavi

Proceedings of the Recent Advances In Harmony Search Algorithm, 2010

Effective page recommendation algorithms based on distributed learning automata and weighted association rules.

Rana Forsati, Mohammad Reza Meybodi

Expert Syst. Appl., 2010

A Hybrid Web Recommender System Based on Cellular Learning Automata.

Mojdeh Talabeigi, Rana Forsati, Mohammad Reza Meybodi

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

2009

An Agent-based Semantic Web Service Discovery Framework.

Azadeh Ghari Neiat, Mehran Mohsenzadeh, Rana Forsati, Amir Masoud Rahmani

Proceedings of the International Conference on Computer Modeling and Simulation, 2009

An efficient algorithm for web recommendation systems.

Rana Forsati, Mohammad Reza Meybodi, Afsaneh Rahbar

Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

2008

Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing.

Rana Forsati, A. T. Haghighat, Mehrdad Mahdavi

Comput. Commun., 2008

Novel meta-heuristic algorithms for clustering web documents.

Mehrdad Mahdavi, Morteza Haghir Chehreghani, Hassan Abolhassani, Rana Forsati

Appl. Math. Comput., 2008

Hybridization of K-Means and Harmony Search Methods for Web Page Clustering.

Rana Forsati, Mohammad Reza Meybodi, Mehrdad Mahdavi, Azadeh Ghari Neiat

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Bandwidth-Delay Constrained Least Cost Multicast Routing for Multimedia Communication.

Mehrdad Mahdavi, Rana Forsati, Ali Movaghar

Proceedings of the Advances in Computer Science and Engineering, 2008