Office:302 Phone: 33107

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• Office302 Phone 33107
• Email tsay_at_cs.ccu.edu.tw

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Research Topics

• Data Mining
• Classification
• Clustering
• Privacy-Preserving
• Intelligent Web Search
• Topical Crawlers
• Web Page Classification
• Information Extraction
• Computational Techniques for Systems Biology

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Research Topic I

• Data Mining
• Classification Algorithms
• Classifiers for very large multiple classes
• Classifiers enhanced by external information
• Classifiers enhanced by domain-specific knowledge
• Privacy-Preserving Algorithms
• Privacy-Preserving Machine Learning
• Privacy- Preserving Range Queries on OLAP Data
  Cubes

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Research Topic II

• Intelligent Web Search
• Topical Crawler
• incremental, unsupervised, multimedia
• hidden web crawling
• Web Page Classification
• Enhancing Techniques by Domain-Specific Knowledge
• Topic Hierarchy Integration
• Information Extraction
• text field extraction (names, locations,
  organizations, dates, )
• relational learning
• structured object extraction

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Research Topic III

• Computational Techniques for Systems Biology
• Metabolic Pathway Modeling and Simulation
• Metabolic Pathway Analysis
• Metabolic Pathway Visualization

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Related Courses

• Data Mining
• Machine Learning
• Information Retrieval
• Information Extraction
• Statistical Learning
• Computational Techniques for Biochemical Pathways
• Intelligent Data Analysis
• Algorithms