Publications:

  • Solving Cold Start Problem in Large-scale Recommendation Engines: A Deep Learning Approach
    Jianbo Yuan, Walid Shalaby, Mohammed Korayem, David Lin, and Khalifeh AlJadda. IEEE Big Data 2016

  • Macro-optimization of email recommendation response rates harnessing individual activity levels and group affinity trends (PDF)
     Mohammed Korayem, Khalifeh AlJadda, Trey Grainger. IEEE ICMLA'16

  • Sentiment/Subjectivity Analysis Survey for Languages other than English (PDF)
    Mohammed Korayem, Khalifeh AlJadda, David Crandall. Springer Social Network Analysis and Mining Journal 2016.

  • The Semantic Knowledge Graph: A compact, auto-generated model for real-time traversal and ranking of any relationship within a domain (PDF)
         Trey Grainger, Khalifeh AlJadda, Mohammed Korayem, Andries Smith. IEEE DSAA'16 

  • Application of Statistical Relational Learning to Hybrid Recommendation Systems (PDF)
         Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Trey Grainger, Sriraam Natarajan. STARAI 2016 

  • Entity Type Recognition using an Ensemble of Distributional Semantic Models to Enhance Query Understanding
    Walid Shalaby, Khalifeh AlJadda, Mohammed Korayem, Trey Grainger. IEEE COMPSAC 2016. (PDF)

  • Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical Model, (PDF)
    Khalifeh Aljadda · Mohammed Korayem · Camilo Ortiz · Trey Grainger · John A. Miller · Khaled Rasheed · Krys J. Kochut · William S. York · Rene Ranzinger · Melody Porterfield ·

  • GELATO and SAGE: An Integrated Framework for MS Annotation, (PDF)
    Khalifeh Aljadda · Rene Ranzinger · Melody Porterfield · Brent Weatherly · Mohammed Korayem · John A Miller · Khaled Rasheed · Krys J Kochut · William S York ·

  •  Improving the Quality of Semantic Relationships Extracted from Massive User Behavioral Data (PDF)
    Khalifeh Aljadda · Mohammed Korayem · Trey Grainger ·

  • Query Sense Disambiguation Leveraging Large Scale User Behavioral Data (PDF)
    Mohammed Korayem · Camilo Ortizy · Khalifeh AlJadda · Trey Grainger ·

  • GRITS Toolbox-A freely available software suite for the interpretation of glycomics high-throughput MS/MS data 
    Rene Ranzinger · Brent Weatherly · Shahnawaz Khan · Khalifeh AlJadda · Mindy Porterfield · Michael Tiemeyer · William York ·

  • Crowdsourced Query Augmentation through Semantic Discovery of Domain-specific Jargon (PDF)
    Khalifeh Aljadda · Mohammed Korayem · Trey Grainger · Chris Russell ·

  • EUROCarbDB(CCRC): a EUROCarbDB node for storing glycomics standard data (PDF)
    Khalifeh Al Jadda · Melody P Porterfield · Robert Bridger · Christian Heiss · Michael Tiemeyer · Lance Wells · John A Miller · William S York · Rene Ranzinger ·

  • Augmenting recommendation systems using a model of semantically-related terms extracted from user behavior (PDF) 
    Khalifeh AlJadda · Mohammed Korayem · Camilo Ortiz · Chris Russell · David Bernal · Lamar Payson · Scott Brown · Trey Grainger·

  • PGMHD: A Scalable Probabilistic Graphical Model for Massive Hierarchical Data Problems (PDF)
    Khalifeh AlJadda · Mohammed Korayem · Camilo Ortiz · Trey Grainger · John A. Miller · William S. York ·

  • SimianTools: A software suite for enhancing throughput and evaluation of mass spectrometry-based glycomics datasets
    Rene Ranzinger · Mindy Porterfield · Brent Weatherly · Ki Tae Myoung · Khalifeh AlJadda · Kazuhiro Aoki · Michael Tiemeyer · William York ·

  • Enhancing Cluster Quality by Using User Browsing Time (PDF)
    Rehab Duwairi · Khaleifah Al.Jada ·