Profile The profile is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Grants 1992 2012

Publications 1984 2016

  • 14 h-Index
  • 32 Conference contribution
  • 23 Article
  • 1 Chapter
9 Citations

Cold-Start Recommendation with Provable Guarantees: A Decoupled Approach

Barjasteh, I., Forsati, R., Ross, D., Esfahanian, A. H. & Radha, H. Jun 1 2016 In : IEEE Transactions on Knowledge and Data Engineering. 28, 6, p. 1462-1474 13 p., 7393858

Research output: Research - peer-reviewArticle

Experiments
Collaborative filtering
Recommender systems
Sampling

Network completion by leveraging similarity of nodes

Forsati, R., Barjasteh, I., Ross, D., Esfahanian, A. H. & Radha, H. Dec 1 2016 In : Social Network Analysis and Mining. 6, 1, 102

Research output: Research - peer-reviewArticle

Electric network analysis
Sampling
Experiments
social network
performance
11 Citations

Cold-start item and user recommendation with decoupled completion and transduction

Barjasteh, I., Forsati, R., Masrour, F., Esfahanian, A. H. & Radha, H. Sep 16 2015 RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 91-98 8 p.

Research output: ResearchConference contribution

Collaborative filtering
Recommender systems
Factorization
Error analysis
Experiments
10 Citations

Ecohydrological model parameter selection for stream health evaluation

Woznicki, S. A., Nejadhashemi, A. P., Ross, D. M., Zhang, Z., Wang, L. & Esfahanian, A. H. Apr 1 2015 In : Science of the Total Environment. 511, p. 341-353 13 p.

Research output: Research - peer-reviewArticle

parameter
evaluation
health
Health
Index of Biotic Integrity
5 Citations

Network completion with node similarity: A matrix completion approach with provable guarantees

Masrour, F., Barjesteh, I., Forsati, R., Esfahanian, A. H. & Radha, H. Aug 25 2015 Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Association for Computing Machinery, Inc, p. 302-307 6 p.

Research output: ResearchConference contribution

Sampling
Experiments