Books

Data Mining Using SAS Enterprise Miner Randall Matignon

Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis Colleen Mc Cue?

Data Mining Using SAS Enterprise Miner (Wiley Series in Computational Statistics) Randall Matignon

Data Mining the Web: Uncovering Patterns in Web Content, Structure, and Usage Zdravko Markov and Daniel T. Larose

Oracle Data Mining: Mining Gold from Your Warehouse (Oracle In-Focus series) Dr. Carolyn Hamm and Donald K. Burleson

Computational Methods of Feature Selection (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series) Huan Liu and Hiroshi Motoda

Matrix Methods in Data Mining and Pattern Recognition (Fundamentals of Algorithms) Lars Elden

Data Mining: A Knowledge Discovery Approach Krzysztof J. Cios, Witold Pedrycz, Roman W. Swiniarski, and Lukasz A. Kurgan

Successes and New Directions in Data Mining (Premier Reference Source) Florent Masseglia, pascal Poncelet, and Maguelonne Teisseire

Symbolic Data Analysis: Conceptual Statistics and Data Mining (Wiley Series in Computational Statistics) Lynne Billard and Edwin Diday

Sequence Data Mining (Advances in Database Systems) Guozhu Dong and Jian Pei

Understanding Complex Datasets: Data Mining with Matrix Decompositions (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series) David Skillicorn

Principles of Data Mining (Undergraduate Topics in Computer Science) Max Bramer

Mastering Data Mining Michael J. A. Berry, Gordon S. Linoff

Data Mining Techniques Michael J. Berry, Gordon S. Linoff

Data Mining: Concepts and Techniques Jiawei Han, Micheline Kamber

Principles of Data Mining David J. Hand, Padhraic Smyth, Heikki Mannila

Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations Ian H. Witten, Eibe Frank, Jim Gray (Editor)

Discovering Knowledge in Data: An Introduction to Data Mining Daniel T. Larose

Data Mining N. F. Ebecken (Editor), Ebecken N. F. F. (Editor), Carlos A. Brebbia (Editor)

Mining the Web: Discovering Knowledge from Hypertext Data Soumen Chakrabarti

Mining the Web: Transforming Customer Data into Customer Value Gordon S. Linoff

Pattern Recognition Algorithms for Data Mining Sankar K. Pal, Pabitra Mitra

Data Mining: A Heuristic Approach Hussein Abbass, Ruhul Sarker (Editor), Charles Newton (Editor)

Data Mining: Opportunities and Challenges John Wang

Knowledge Discovery in Databases: Pkdd 2004: 8th European Conference on Principles and Practice of Knowledge Discovery in Dat" abases INSA Lyo Jean-Francois Boulicaut (Editor), Fosca Giannotti (Editor), Floriana Esposito (Editor)

Journals

Business and Industry Publications

• DM Review - Covering Business Intelligence, Integration & Analytics - http://www.dmreview.com/
• Intelligent Enterprise - Business Intelligence focus - http://www.intelligententerprise.com/

Academic Journals

Journals relevant to Data Mining

• Applied Intelligence - The International Journal of Artificial Intelligence, Neural Networks, and Complex Problem-Solving Technologies - http://www.kluweronline.com/issn/0924-669X/contents
• Data Mining and Knowledge Discovery - http://www.kluweronline.com/issn/1384-5810/
• Journal of Intelligent Information Systems - Integrating Artificial Intelligence and Database Technologies - http://www.kluweronline.com/issn/0925-9902
• Journal of Intelligent Systems - http://www.brunel.ac.uk/~hssrjis/
• Knowledge and Information Systems - http://springerlink.metapress.com/openurl.asp?genre=journal&issn=0219-1377
• Machine Learning - http://www.kluweronline.com/issn/0885-6125/
• IEEE Transactions on Knowledge and Data Engineering - http://www.computer.org/tkde/
• IEEE Transactions on Pattern Analysis and Machine Intelligence - http://www.computer.org/tpami/

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Bibliographies

Andy Pryke's original Bibliography of Data Mining Papers is available. These cover a lot of data mining, knowledge discovery in databases and machine learning papers up until 1999

• html/bibtex - http://www.andypryke.com/university/bibtex/kdd.bib.html (Large download!)
• pure bibtex - http://www.andypryke.com/university/bibtex/kdd.bib (Large download!)