Shobeir Fakhraei

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Lise GetoorProfessor of Computer Science, University of California, Santa CruzVerified email at ucsc.edu
Hamid Soltanian-ZadehSenior Scientist, Henry Ford Hospital, Professor, University of Tehran,Verified email at ut.ac.ir
Farshad FotouhiDean, College of Engineering, Wayne State UniversityVerified email at wayne.edu
James FouldsUniversity of Maryland, Baltimore CountyVerified email at umbc.edu
Mohammad RastegariSenior AI/ML Manager at Apple Inc.Verified email at cs.washington.edu
Jonghyun ChoiGIST / AI2Verified email at umd.edu
Larry DavisProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Louiqa RaschidProfessor, University of MarylandVerified email at umiacs.umd.edu
Bert HuangAssistant Professor, Tufts University Department of Computer ScienceVerified email at vt.edu
Dhanya SridharColumbia UniversityVerified email at columbia.edu
Hal Daumé IIIAssociate Professor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Madhusudana ShashankaFounder and Chief Scientist, ConcentricVerified email at concentric.ai
Magdalini EirinakiProfessor of Computer Engineering, San Jose State UniversityVerified email at sjsu.edu
Pigi KoukiRelational AIVerified email at relational.ai
Jose-Luis AmbiteAssociate Research Professor, Computer Science; Research Team Leader, Information Sciences InstituteVerified email at isi.edu
Daniel GarijoOntology Engineering Group, UPM and Information Sciences Institute, USCVerified email at isi.edu
David W. JacobsProfessor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Kourosh Jafari-KhouzaniMassachusetts General Hospital, Harvard Medical School, Boston, MAVerified email at nmr.mgh.harvard.edu
Jay PujaraResearch Assistant Professor, University of Southern CaliforniaVerified email at cs.umd.edu
Yolanda GilResearch Professor of Computer Science, University of Southern CaliforniaVerified email at isi.edu

Shobeir Fakhraei

Machine Learning Scientist, Amazon

Verified email at amazon.com - Homepage

Machine Learning Graph Mining


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Predictable Dual-View Hashing M Rastegari, J Choi, S Fakhraei, H Daumé III, LS Davis International Conference on Machine Learning (ICML), 2013	117	2013
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	99	2015
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	95	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	82	2014
A Probabilistic Approach for Collective Similarity-based Drug-Drug Interaction Prediction D Sridhar, S Fakhraei, L Getoor Bioinformatics, 2016	55	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	32	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	30	2013
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	12	2011
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	11	2010
Biomedical named entity recognition via reference-set augmented bootstrapping J Mathew, S Fakhraei, JL Ambite ICML Workshop on Computational Biology, 2019	9	2019
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	5	2019
HD III, and LS Davis,“ M Rastegari, J Choi, S Fakhraei Predictable dual-view hashing,” in ICML 35, 2013	5	2013
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	5	2010
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	4	2010
Data Analytics for Pharmaceutical Discoveries S Fakhraei, E Onukwugha, L Getoor Healthcare Data Analytics, 599-623, 2015	3	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	3	2014
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	3	2013
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	2	2019
Adaptive neighborhood graph construction for inference in multi-relational networks S Fakhraei, D Sridhar, J Pujara, L Getoor arXiv preprint arXiv:1607.00474, 2016	2	2016
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	2	2011

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