- Mixed media product
- Antal sidor
- John Wiley & Sons Inc
- Antal komponenter
- Contains Paperback and CD-ROM
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Data Mining Tools in Action
Methods and Tools for Solving Real-World Problems
Fler böcker av Christopher Westphal
Data Mining for Intelligence, Fraud and Criminal Detection
In 2004, the Government Accountability Office provided a report detailing approximately 200 government-based data-mining projects. While there is comfort in knowing that there are many effective systems, that comfort isn't worth much unless we can...
Bloggat om Data Mining Tools in Action
CHRISTOPHER WESTPHAL has been successfully performing visual data mining engagements and research for over a decade for both government and commercial interests. He has developed a wide range of methodologies and unique techniques to support the data mining process. He may be reached at chris westphalyahoo.com. TERESA BLAXTON is an Associate Professor of Psychiatry in the University of Maryland School of Medicine. She has published over 100 articles on knowledge storage, representation, and retrieval, both in biological (human) and artificial (computer) systems. She may be reached at tblaxtonmprcwb.ab.umd.edu.
DEFINING THE DATA MINING APPROACH. What is Data Mining? Understanding Data Modeling. Defining the Problems to be Solved. DATA PREPARATION AND ANALYSIS. Accessing and Preparing the Data. Visual Methods for Analyzing Data. Nonvisual Analytical Methods. ASSESSING DATA MINING TOOLS AND TECHNOLOGIES. Link Analysis Tools. Landscape Visualization Tools. Quantitative Data Mining Tools. Future Trends in Visual Data Mining. CASE STUDIES. Mapping the Human Genome. Telecommunication Services. Banking and Finance. Retail Data Mining. Financial Market Data Mining. Money Laundering and Other Financial Crimes. Appendix. What's on the CD--ROM. Index.