Shobeir Fakhraei
Shobeir Fakhraei
Machine Learning Scientist, Amazon
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Predictable Dual-View Hashing
M Rastegari, J Choi, S Fakhraei, H Daumé III, LS Davis
International Conference on Machine Learning (ICML), 2013
1052013
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
832015
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
812015
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
742014
A Probabilistic Approach for Collective Similarity-based Drug-Drug Interaction Prediction
D Sridhar, S Fakhraei, L Getoor
Bioinformatics, 2016
442016
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
302014
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
272013
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
112011
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
112010
NSEEN: Neural semantic embedding for entity normalization
S Fakhraei, J Mathew, JL Ambite
The European Conference on Machine Learning and Principles and Practice of …, 2019
42019
Biomedical named entity recognition via reference-set augmented bootstrapping
J Mathew, S Fakhraei, JL Ambite
ICML Workshop on Computational Biology, 2019
42019
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
42010
Data Analytics for Pharmaceutical Discoveries
S Fakhraei, E Onukwugha, L Getoor
Healthcare Data Analytics, 599-623, 2015
32015
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
32014
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
32010
Adaptive neighborhood graph construction for inference in multi-relational networks
S Fakhraei, D Sridhar, J Pujara, L Getoor
arXiv preprint arXiv:1607.00474, 2016
22016
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
22013
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
22011
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
12019
SoMEF: A Framework for Capturing Scientific Software Metadata from its Documentation
A Mao, D Garijo, S Fakhraei
IEEE BigData Sixth National Symposium for NSF REU, 2019
2019
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Articles 1–20