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Macro-optimization of email recommendation response rates harnessing individual activity levels and group affinity trends


Sep 20, 2016
Mohammed Korayem, Khalifeh Aljadda, Trey Grainger

* The 15th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA'16) , 2016 
* This version is accepted as regular paper in The 15th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA'16) . pre-camera ready version 

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The Semantic Knowledge Graph: A compact, auto-generated model for real-time traversal and ranking of any relationship within a domain


Sep 05, 2016
Trey Grainger, Khalifeh AlJadda, Mohammed Korayem, Andries Smith

* Accepted for publication in 2016 IEEE 3rd International Conference on Data Science and Advanced Analytics 

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Application of Statistical Relational Learning to Hybrid Recommendation Systems


Jul 04, 2016
Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Trey Grainger, Sriraam Natarajan

* Statistical Relational AI 2016 

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Entity Type Recognition using an Ensemble of Distributional Semantic Models to Enhance Query Understanding


Apr 04, 2016
Walid Shalaby, Khalifeh Al Jadda, Mohammed Korayem, Trey Grainger

* A short version of this paper has been accepted in "COMPSAC 2016: The 40th IEEE Computer Society International Conference on Computers, Software & Applications" 

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Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical Model


Dec 28, 2015
Khalifeh AlJadda, Mohammed Korayem, Camilo Ortiz, Trey Grainger, John A. Miller, Khaled Rasheed, Krys J. Kochut, William S. York, Rene Ranzinger, Melody Porterfield

* To be submitted to Big Data Journal. arXiv admin note: substantial text overlap with arXiv:1407.5656 

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PGMHD: A Scalable Probabilistic Graphical Model for Massive Hierarchical Data Problems


Aug 19, 2014
Khalifeh AlJadda, Mohammed Korayem, Camilo Ortiz, Trey Grainger, John A. Miller, William S. York


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