Analytics, Big Data, and Data Mining Publications

Data Mining Books

• Introductory Data Mining books and textbooks.
• Data Mining books, professional and business-oriented.

Data Mining Journals, Magazines, and Newsletters

• SIGKDD Explorations, the magazine of the professional association of data miners
• ACM TKDD: Transactions on Knowledge Discovery from Data
• Big Data, open access, exploring the challenges and opportunities in collecting, analyzing, and disseminating vast amounts of data. Liebert Publishers.
• Data Mining and Knowledge Discovery journal, Springer.
• Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (WIDM).
• Other Journals and Magazines related to Analytics, Big Data, Data Mining, Data Science, and Knowledge Discovery.
• Periodicals: Newsletters, Magazines, Mailing Lists

Other Publications

• Text Mining, Text Analytics publications.
• Surveys, Overviews on Analytics and Data Mining
• Business-oriented articles
• Technical articles
• DBLP Bibliography Server, index to database, logic programming, KDD, and other related publications.
• Web Mining publications

Definitions

• Gabor Melli Data Mining Glossary
• Data Mining Glossary from Two Crows
• Glossary (postscript) and HTML from Spec. Issue on Apps of Machine Learning and the KDD Process, Machine Learning Journal, April 1998

Other KDD Reference Collections

• Bibliography on Fraud Detection