Shobeir Fakhraei
Shobeir Fakhraei
Research Scientist at Information Science Institute, University of Southern California
Verified email at - Homepage
TitleCited byYear
Predictable Dual-View Hashing
M Rastegari, J Choi, S Fakhraei, H Daumé III, LS Davis
International Conference on Machine Learning (ICML), 2013
Hyper: A flexible and extensible probabilistic framework for hybrid recommender systems
P Kouki, S Fakhraei, J Foulds, M Eirinaki, L Getoor
Proceedings of the 9th ACM Conference on Recommender Systems, 99-106, 2015
Collective spammer detection in evolving multi-relational social networks
S Fakhraei, J Foulds, M Shashanka, L Getoor
Proceedings of the 21th acm sigkdd international conference on knowledge …, 2015
Network-Based Drug-Target Interaction Prediction with Probabilistic Soft Logic
S Fakhraei, B Huang, L Raschid, L Getoor
IEEE/ACM Transactions on Computational Biology and Bioinformatics 11 (5 …, 2014
A Probabilistic Approach for Collective Similarity-based Drug-Drug Interaction Prediction
D Sridhar, S Fakhraei, L Getoor
Bioinformatics, 2016
Bias and stability of single variable classifiers for feature ranking and selection
S Fakhraei, H Soltanian-Zadeh, F Fotouhi
Expert systems with applications 41 (15), 6945-6958, 2014
Drug-target interaction prediction for drug repurposing with probabilistic similarity logic
S Fakhraei, L Raschid, L Getoor
Proceedings of the 12th International Workshop on Data Mining in …, 2013
Effect of classifiers in consensus feature ranking for biomedical datasets
S Fakhraei, H Soltanian-Zadeh, F Fotouhi, K Elisevich
ACM 4th International Workshop on Data and Text Mining in Biomedical …, 2010
Confidence in medical decision making: application in temporal lobe epilepsy data mining
S Fakhraei, H Soltanian-Zadeh, F Fotouhi, K Elisevich
Proceedings of the 2011 workshop on Data mining for medicine and healthcare …, 2011
Consensus feature ranking in datasets with missing values
S Fakhraei, H Soltanian-Zadeh, F Fotouhi, K Elisevich
2010 Ninth International Conference on Machine Learning and Applications …, 2010
Data Analytics for Pharmaceutical Discoveries
S Fakhraei, E Onukwugha, L Getoor
Healthcare Data Analytics, 599-623, 2015
Comparing apples to apples in the evaluation of binary coding methods
M Rastegari, S Fakhraei, J Choi, D Jacobs, LS Davis
arXiv preprint arXiv:1405.1005, 2014
Attribute ranking for lateralizing focal epileptogenicity in temporal lobe epilepsy
S Fakhraei, H Soltanian-Zadeh, K Elisevich, F Fotouhi
2010 17th Iranian Conference of Biomedical Engineering (ICBME), 1-4, 2010
Nseen: Neural semantic embedding for entity normalization
S Fakhraei, J Mathew, JL Ambite
arXiv preprint arXiv:1811.07514, 2018
Adaptive neighborhood graph construction for inference in multi-relational networks
S Fakhraei, D Sridhar, J Pujara, L Getoor
arXiv preprint arXiv:1607.00474, 2016
Collective inference and multi-relational learning for drugtarget interaction prediction
S Fakhraei, B Huang, L Getoor
NIPS Workshop on Machine Learning in Computational Biology (MLCB), 2013
Confident Surgical Decision Making in Temporal Lobe Epilepsy by Heterogeneous Classifier Ensembles
S Fakhraei, H Soltanian-Zadeh, K Jafari-Khouzani, K Elisevich, F Fotouhi
2011 IEEE 11th International Conference on Data Mining (ICDM), 1003 - 1009, 2011
Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping
J Mathew, S Fakhraei, JL Ambite
arXiv preprint arXiv:1906.00282, 2019
Towards Automated Hypothesis Testing in Neuroscience
D Garijo, S Fakhraei, V Ratnakar, Q Yang, H Endrias, Y Ma, R Wang, ...
Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 249-257, 2019
HeteroNAM: International Workshop on Heterogeneous Networks Analysis and Mining
S Fakhraei, Y Li, Y Sun, T Weninger
Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018
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