Research Interest

& Data Mining Algorithm and Application

Efficient data mining and knowledge discovery algorithms

    - Association rules mining

    - Sequence patterns mining

    - Clustering techniques

    - Classification techniques

    - Time series analysis

Prediction modeling techniques

Constrained mining with fuzzy/rough perceptions

Applications in vertical fields

    - Web mining (web user behavior analysis)

    - Mobility mining (mobility and service patterns analysis)

    - Bioinformatics (gene expression analysis)

    - Medical databases analysis

    - Manufacturing systems (quality and yield analysis)

& Bioinformatics & Medical Informatics

Gene Expression and Microarray (Bio-Chip) analysis

Clustering and validation techniques

Integrated knowledge discovery in biological databases

Medical informatics mining

Patient monitoring system

Patient safety assurance system

Intelligent medical sensor system

& Web and Mobile Databases

Web and mobility mining

Intelligent agent and personalization techniques for mobile web systems

Location-based services /RFID-based applications

High-Performance and adaptive web-based information systems

& Multimedia Data Mining

MPEG-7 annotation and semantics learning techniques

Content-based (Image/Video/Audio) Multimedia Information Search

Multimedia Information Mining