Textbooks

• Data Mining: The Textbook, Springer, May 2015, Charu C. Aggarwal.
  • More information about the book
  • E-Resources from HKUST library

• Big Data Integration, Morgan & Claypool, 2015, Luna Dong, Divesh Srivastava
  • More information about the book
  • E-Resources from HKUST library

Reference books

• Data Mining: Concepts and Techniques
  Morgan Kaufmann Publisher, 3rd Edition, Jiawei Han, Micheline Kamber and Jian Pei
• More information about the book
• Data Mining: Practical Machine Learning Tools and Techniques
  Morgan Kaufmann Publisher, 3rd Edition, Ian H. Witten, Eibe Frank and Mark A. Hall
• More information about the book
• Deep Learning
  MIT Press, Ian Goodfellow Yoshua Bengio and Aaron Courville
• http://www.deeplearningbook.org
• Principles of Data Integration
  AnHai Doan, Alon Halevy, and Zachary Ives
  Morgan Kaufmann, 1st edition (2012)
  • E-Resources from HKUST library

Journals

• IEEE Transactions on Big Data

Others

• IEEE Big Data Community