Publications

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Fatemeh Vahedian and Tijana Milenkovic. “NAReS: Redefining Network Alignment as Recommender System”. To be submitted to Journal of Bioinformatics. –Under preparation–

Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, and Tijana Milenkovic. “Heterogeneous Network Approach to Predict Individuals’ Mental Health”. Submitted to ACM Transactions on Knowledge Discovery from Data (TKDD).

Fatemeh Vahedian and Robin Burke. “Recommender Systems based on Social Networks”, Encyclopedia of Social Network Analysis and Mining (ESNAM). Second edition. Alhajj, Reda; Rokne, Jon (Eds.). Springer, 2017.

Fatemeh Vahedian, Robin Burke and Bamshad Mobasher. “Multi-relational Recommendation in Heterogeneous Networks”, ACM Transactions on the Web (TWEB), Volume 11 Issue 3, July 2017, Article No. 15.

Fatemeh Vahedian, Robin Burke and Bamshad Mobasher. “Weighted Random Walk Sampling for Multi-Relational Recommendation”, UMAP 2017 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, Pages 230-237.

Fatemeh Vahedian, Robin Burke, and Bamshad Mobasher. “Meta-Path Selection for Extended Multi-Relational Matrix Factorization”, In The Twenty-Ninth International Flairs Conference (2016). 566-571.

Fatemeh Vahedian, Robin Burke and Bamshad Mobasher. “Weighted Random Walks for Meta-Path Expansion in Heterogeneous Networks”, Poster Proceeding of 10th ACM Conference on Recommender Systems (RecSys 2016).

Fatemeh Vahedian, Robin Burke, and Bamshad Mobasher. “Network-Based Extension of Multi-Relational Factorization Models”, Poster Proceeding of 9th ACM Conference on Recommender Systems (RecSys 2015).

Robin Burke and Fatemeh Vahedian, “Abstract: Recommendation using Extended Paths in Complex Networks”. Proceeding of 3rd IJCAI Workshop on Heterogeneous Information Network Analysis (HINA 2015).

Robin Burke, Fatemeh Vahedian and Bamshad Mobasher. “Hybrid Recommenda- tion in Heterogeneous Networks”, Proceedings of the 22nd Conference on User Modeling, Adaptation and Personalization (ACM UMAP 2014). 49-60.

Fatemeh Vahedian. “Weighted Hybrid Recommendation for Heterogeneous Net- works”, Proceedings of 8th ACM Conference on Recommender Systems (ACM RecSys 2014). 429-432.

Robin Burke and Fatemeh Vahedian. “Social Web Recommendation using Meta- paths”, Proceedings of the 5th Workshop on Recommender Systems and the Social Web (RSWeb 2013) co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013).

Fatemeh Vahedian and Robin Burke. “Predicting Component Utilities for Linear- Weighted Hybrid Recommendation”, Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014) co-located with the 8th ACM Conference on Recommender Systems (RecSys 2014).

Fatemeh Vahedian. “Recommender System Framework for Heterogeneous Net- works”, ACM SIGAI Career Network and Conference (CNC 2016).