CV

 

 

 

 

 

 

  • Biomedical informatics

    • Neuroimaging: brain network modeling, multi-modality data fusion, biomarker identification, Alzheimer's disease

    • Epigenomics: epigenomic data modeling and analysis

    • Health care data mining

  • Large communication network data mining

  • Quality and Reliability Engineering

    • Process modeling, monitoring, and diagnosis of large-scale systems/processes

    • Multi-sensor fusion, sensor allocation, data uncertainty modeling and risk assessment

    • Reliability modeling and prognostics of hierarchical engineering systems

    • Transfer learning based quality control

  • Machine Learning

    • Sparse learning

    • Transfer learning

Research Grants

  • PI, "CAREER: Transfer Learning Based Quality Improvement in Spatially-Temporally Complex Systems," NSF, 2012-2017

  • PI, "Collaborative Research: Sparse Structure Identification from High-Dimensional Epigenomic Data by Novel Statistical Methods," NIH/NSF, 2010-2014

  • PI, "Collaborative Research: Multi-Level Data Fusion for Real-Time Prognostic Health Management of Hierarchical Systems," NSF, 2011-2014

  • PI, "Regression-based Quality Improvement in Complex Systems with Consideration of Data Uncertainty," NSF, 2008-2011

  • PI, NSF-REU, 2009-2011

  • Co-PI, "Effectiveness of Young Driver Training and Graduated Licensing Laws," Arizona Department of Transportation, 2009-2011

  • Co-PI, "Heterogeneous Data Fusion and Analysis for Alzheimer's Disease Study," Arizona Alzheimer's Consortium, 2008-2009