Shobeir Fakhraei

According to our database, Shobeir Fakhraei authored at least 20 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

19th International Workshop on Mining and Learning with Graphs (MLG).

Neil Shah, Shobeir Fakhraei, Da Zheng, Bahare Fatemi, Leman Akoglu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

17th International Workshop on Mining and Learning with Graphs (MLG).

Shobeir Fakhraei, Tim Weninger, Neil Shah, Sami Abu-El-Haija, Saurabh Verma, Tara Safavi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2019

Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping.

Joel Mathew, Shobeir Fakhraei, José Luis Ambite

CoRR, 2019

Towards Automated Hypothesis Testing in Neuroscience.

Daniel Garijo, Shobeir Fakhraei, Varun Ratnakar, Qifan Yang, Hanna Endrias, Yibo Ma, Regina Wang, Michael Bornstein, Joanna Bright, Yolanda Gil, Neda Jahanshad

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019

NSEEN: Neural Semantic Embedding for Entity Normalization.

Shobeir Fakhraei, Joel Mathew, José Luis Ambite

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

SoMEF: A Framework for Capturing Scientific Software Metadata from its Documentation.

Allen Mao, Daniel Garijo, Shobeir Fakhraei

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

NSEEN: Neural Semantic Embedding for Entity Normalization.

Shobeir Fakhraei, José Luis Ambite

CoRR, 2018

HeteroNAM: International Workshop on Heterogeneous Networks Analysis and Mining.

Shobeir Fakhraei, Yanen Li, Yizhou Sun, Tim Weninger

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

2016

Adaptive Neighborhood Graph Construction for Inference in Multi-Relational Networks.

Shobeir Fakhraei, Dhanya Sridhar, Jay Pujara, Lise Getoor

CoRR, 2016

A probabilistic approach for collective similarity-based drug-drug interaction prediction.

Dhanya Sridhar, Shobeir Fakhraei, Lise Getoor

Bioinform., 2016

2015

HyPER: A Flexible and Extensible Probabilistic Framework for Hybrid Recommender Systems.

Pigi Kouki, Shobeir Fakhraei, James R. Foulds, Magdalini Eirinaki, Lise Getoor

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Collective Spammer Detection in Evolving Multi-Relational Social Networks.

Shobeir Fakhraei, James R. Foulds, Madhusudana V. S. Shashanka, Lise Getoor

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Data Analytics for Pharmaceutical Discoveries.

Shobeir Fakhraei, Eberechukwu Onukwugha, Lise Getoor

Proceedings of the Healthcare Data Analytics., 2015

2014

Network-Based Drug-Target Interaction Prediction with Probabilistic Soft Logic.

Shobeir Fakhraei, Bert Huang, Louiqa Raschid, Lise Getoor

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Bias and stability of single variable classifiers for feature ranking and selection.

Shobeir Fakhraei, Hamid Soltanian-Zadeh, Farshad Fotouhi

Expert Syst. Appl., 2014

Comparing apples to apples in the evaluation of binary coding methods.

Mohammad Rastegari, Shobeir Fakhraei, Jonghyun Choi, David W. Jacobs, Larry S. Davis

CoRR, 2014

2013

Drug-target interaction prediction for drug repurposing with probabilistic similarity logic.

Shobeir Fakhraei, Louiqa Raschid, Lise Getoor

Proceedings of the 12th International Workshop on Data Mining in Bioinformatics, 2013

Predictable Dual-View Hashing.

Mohammad Rastegari, Jonghyun Choi, Shobeir Fakhraei, Hal Daumé III, Larry S. Davis

Proceedings of the 30th International Conference on Machine Learning, 2013

2011

Confident Surgical Decision Making in Temporal Lobe Epilepsy by Heterogeneous Classifier Ensembles.

Shobeir Fakhraei, Hamid Soltanian-Zadeh, Kourosh Jafari-Khouzani, Kost V. Elisevich, Farshad Fotouhi

Proceedings of the Data Mining Workshops (ICDMW), 2011

2010

Consensus Feature Ranking in Datasets with Missing Values.

Shobeir Fakhraei, Hamid Soltanian-Zadeh, Farshad Fotouhi, Kost V. Elisevich

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010