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2020 – today
- 2022
[j17]Mohammad Mahdi Kamani
, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi:
Efficient fair principal component analysis. Mach. Learn. 111(10): 3671-3702 (2022)- 2021
- [i5]Mohammad Mahdi Kamani, Rana Forsati, James Z. Wang, Mehrdad Mahdavi:
Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing. CoRR abs/2104.01634 (2021) - 2020
- [c13]Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi:
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks. KDD 2020: 1393-1403 - [i4]Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi:
Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks. CoRR abs/2006.13866 (2020)
2010 – 2019
- 2019
- [i3]Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi:
Efficient Fair Principal Component Analysis. CoRR abs/1911.04931 (2019) - 2018
- [j16]Sepehr Soleimani, Pengcheng Jiao, Shabnam Rajaei, Rana Forsati:
A new approach for prediction of collapse settlement of sandy gravel soils. Eng. Comput. 34(1): 15-24 (2018) - 2017
- [c12]Rana Forsati, Iman Barjasteh, Abdol-Hossein Esfahanian:
Semi-supervised Collaborative Ranking with Push at the Top. ASONAM 2017: 401-408 - [c11]Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian:
Learning the Implicit Preference of Users for Effective Recommendation. ASONAM 2017: 636-639 - 2016
- [j15]Rana Forsati, Mehrnoush Shamsfard:
Symbiosis of evolutionary and combinatorial ontology mapping approaches. Inf. Sci. 342: 53-80 (2016) - [j14]Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian, Hayder Radha:
Network completion by leveraging similarity of nodes. Soc. Netw. Anal. Min. 6(1): 102:1-102:22 (2016) - [j13]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): 1462-1474 (2016) - 2015
- [j12]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: 153-167 (2015) - [j11]Rana Forsati, Andisheh Keikha, Mehrnoush Shamsfard:
An improved bee colony optimization algorithm with an application to document clustering. Neurocomputing 159: 9-26 (2015) - [j10]Rana Forsati, Alireza Moayedikia, Mehrnoush Shamsfard:
An effective Web page recommender using binary data clustering. Inf. Retr. J. 18(3): 167-214 (2015) - [j9]Rana Forsati, Mehrnoush Shamsfard:
Novel harmony search-based algorithms for part-of-speech tagging. Knowl. Inf. Syst. 42(3): 709-736 (2015) - [c10]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: 302-307 - [c9]Rana Forsati, Iman Barjasteh, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha:
PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations. RecSys 2015: 51-58 - [c8]Iman Barjasteh, Rana Forsati, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha:
Cold-Start Item and User Recommendation with Decoupled Completion and Transduction. RecSys 2015: 91-98 - [i2]Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian, Hayder Radha:
Semi-supervised Collaborative Ranking with Push at Top. CoRR abs/1511.05266 (2015) - 2014
- [j8]Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi:
Enriched ant colony optimization and its application in feature selection. Neurocomputing 142: 354-371 (2014) - [j7]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): 17:1-17:38 (2014) - [i1]Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat:
Matrix Factorization with Explicit Trust and Distrust Relationships. CoRR abs/1408.0325 (2014) - 2013
- [j6]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): 71-81 (2013) - [j5]Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohammad Reza Meybodi:
Efficient stochastic algorithms for document clustering. Inf. Sci. 220: 269-291 (2013) - [j4]Mohsen Mirkhani, Rana Forsati, Alireza Mohammad Shahri, Alireza Moayedikia:
A novel efficient algorithm for mobile robot localization. Robotics Auton. Syst. 61(9): 920-931 (2013) - 2011
- [c7]Rana Forsati, Alireza Moayedikia, Bahareh Safarkhani:
Heuristic Approach to Solve Feature Selection Problem. DICTAP (2) 2011: 707-717 - [c6]Hanieh Mohammadi, Rana Forsati, Mohammad Reza Meybodi, Mehrnoush Shamsfard:
A bi-section graph approach for hybrid recommender system. GrC 2011: 171-176 - 2010
- [j3]Rana Forsati, Mohammad Reza Meybodi:
Effective page recommendation algorithms based on distributed learning automata and weighted association rules. Expert Syst. Appl. 37(2): 1316-1330 (2010) - [c5]Mojdeh Talabeigi, Rana Forsati, Mohammad Reza Meybodi:
A Hybrid Web Recommender System Based on Cellular Learning Automata. GrC 2010: 453-458 - [p1]Rana Forsati, Mehrdad Mahdavi:
Web Text Mining Using Harmony Search. Recent Advances In Harmony Search Algorithm 2010: 51-64
2000 – 2009
- 2009
- [c4]Rana Forsati, Mohammad Reza Meybodi, Afsaneh Rahbar:
An efficient algorithm for web recommendation systems. AICCSA 2009: 579-586 - [c3]Azadeh Ghari Neiat, Mehran Mohsenzadeh, Rana Forsati, Amir Masoud Rahmani:
An Agent-based Semantic Web Service Discovery Framework. ICCMS 2009: 194-198 - 2008
- [j2]Mehrdad Mahdavi, Morteza Haghir Chehreghani, Hassan Abolhassani, Rana Forsati:
Novel meta-heuristic algorithms for clustering web documents. Appl. Math. Comput. 201(1-2): 441-451 (2008) - [j1]Rana Forsati, A. T. Haghighat, Mehrdad Mahdavi:
Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing. Comput. Commun. 31(10): 2505-2519 (2008) - [c2]Mehrdad Mahdavi, Rana Forsati, Ali Movaghar:
Bandwidth-Delay Constrained Least Cost Multicast Routing for Multimedia Communication. CSICC 2008: 737-740 - [c1]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: 329-335
Coauthor Index
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