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    Heng Huang
    Professor, Computer Science and Engineering, University of Texas at Arlington
    Adjunct Professor, Clinical Sciences, University of Texas Southwestern Medical Center
I am grateful to NSF (CCF, IIS, CNS, DBI, DMS), NIH, and New York Con Edison for supporting my research.
             

Active Research Projects:

  • Imaging Genomics Based Brain Disease Prediction, NIH-NIA, $2,005,155, 2015-2020, PI.

  • ABI Innovation: A New Automated Data Integration, Annotations, and Interaction Network Inference System for Analyzing Drosophila Gene Expression, NSF-DBI, $610,392, 2014-2017, PI.

  • III: Medium: Collaborative Research: Robust Large-Scale Electronic Medical Record Data Mining Framework to Conduct Risk Stratification for Personalized Intervention, NSF-IIS, $908,530, 2013-2017, PI (collaborate with UTSW, SMU).

  • SCH: EXP: Collaborative Research: Privacy-Preserving Framework for Publishing Electronic Healthcare Records, NSF-IIS, $754,911, 2013-2016, PI (collaborate with UNTHSC, GWU).

  • A Large-Scale Data Mining Framework for Genome-Wide Mapping of Multi-Modal Phenotypic Biomarkers and Outcome Prediction, funded by NSF-IIS, $531,904, 2011-2016, PI (collaborate with IU).

  • CI-NEW: SMART-MOVE: A Spatiotemporal Annotated Human Activity Repository for Advanced Motion Recognition and Analysis Research, funded by NSF-CNS, $116,000, 2014-2017, Co-PI.

  • MRI Collaborative: Development of iRehab, an intelligent closed-loop instrument for adaptive rehabilitation, funded by NSF-CNS, $831,890, 2013-2017, Co-PI.

  • CPS: Medium: A Novel Human Centric CPS to Improve Motor/Cognitive Assessment and Enable Adaptive Rehabilitation, funded by NSF-CNS, $730,001, 2010-2015, Co-PI.

  • Graduate Assistance in Areas of National Need - Educating Health Informatics Researchers at the Computer Science and Engineering Department of The University of Texas at Arlington (GAAN), DoE, $533,064, 2011-2016, Co-PI.

  • Completed Research Projects:

  • Non-negative Matrix Factorizations for Data Mining: Foundations, Capabilities, and Applications, funded by NSF-DMS, $200,031, 2009-2015, Co-PI.

  • New Theoretical Foundations of Tensor Applications: Clustering, Error Analysis, Global Convergence, and Robust Formulations, funded by NSF-CCF, $266,833, 2009-2015, Co-PI.

  • Enhance Customer Demand Load Profile Estimation Algorithms for Field Application, funded by New York Consolidated Edison, $142,054, 2013-2015, Co-PI.

  • EAGER: An Exploratory Pilot Project to Build Human-Centric Physical Activity Monitoring Tools for Enhancing Rehabilitation Therapy Engagement and Assessment, funded by NSF-IIS, $154,026, 2012-2014, Co-PI.

  • Automating the Identification of Patients at a High Risk for Readmission, funded by Moore Foundation, $48,000, 2011-2013, subcontract PI.

  • Using Smart Meter to Develop Daily Load Profile Estimation for Different Customer Groups, funded by New York Consolidated Edison, $254,168, 2010-2012, PI.

  • Development of PC and Mac Companion CD Product for Arc Flash Awareness, Education and Reference, funded by IEEE, $80,855, 2011-2014, Co-PI.

  • MRI: Development of a Next-Generation Multimodal Data Management Human-Sensing Instrument for Trustworthy Research Collaboration and Quality of Life Improvement, funded by NSF-CNS, $770,622, 2009-2013, Co-PI.

  • Mass Spectrometry Detection for Protein Identification and Biomarker Discovery, funded by UTA REP Award, $10,000, 2009-2010, PI.

  • Toward A Model of the Average Heart with Normal and Abnormal Variations, funded by UTA-UTSW Collaborative Research Program, $100,000, 4/2007-3/2008, PI.

  • Human Emotion Detection in Virtual Reality Environment", funded by BrainHealth Center, $55,000, 2008-2012, PI.

  • Implementing On-Line Open Main Detection System for the Secondary Distribution Networks by Processing the 'RMS' Data, funded by New York Consolidated Edison, $120,000, 4/2008-3/2009, Co-PI.

  • Matrix Model Machine Learning Unifying Machine Learning and Scientific Computing, funded by NSF-CCF, $115,983, 10/2008-9/2011, Co-PI.

  • Cross-domain Knowledge Transformation via Matrix Decompositions, funded by NSF-CCF, $53,855, 2009-2011, Co-PI.

  • Power Factor Correction Options and Its Potential Advert Effects on The Distribution Network, funded by New York Consolidated Edison, $50,000, 2009-2010, Co-PI.