<P><FONT face="Times New Roman">The Handbook Of Data Mining_Nong Ye. 8.83MB, 689 pages.<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">Contents:<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman"> I: METHODOLOGIES OF DATA MINING <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">1Decision Trees <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">2Association Rules<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">3Artificial Neural Network Models for Data Mining <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">4Statistical Analysis of Normal and Abnormal Data <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">5Bayesian Data Analysis <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">6Hidden Markov Processes and Sequential Pattern Mining<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">7Strategies and Methods for Prediction<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">8Principal Components and Factor Analysis <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">9Psychometric Methods of Latent Variable Modeling<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">10Scalable Clustering<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">11Time Series Similarity and Indexing<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">12Nonlinear Time Series Analysis <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">13Distributed Data Mining<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman"> II: MANAGEMENT OF DATA MINING <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">14Data Collection, Preparation, Quality, and Visualization <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">15Data Storage and Management <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">16Feature Extraction, Selection, and Construction<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">17Performance Analysis and Evaluation<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">18Security and Privacy <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">19Emerging Standards and Interfaces <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman"> III: APPLICATIONS OF DATA MINING <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">20Mining Human Performance Data<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">21Mining Text Data <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">22Mining Geospatial Data <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">23Mining Science and Engineering Data <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">24Mining Data in Bioinformatics <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">25Mining Customer Relationship Management (CRM) Data<o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">26Mining Computer and Network Security Data <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">27Mining Image Data <o:p></o:p></FONT></P>
<P><FONT face="Times New Roman">28Mining Manufacturing Quality Data </FONT></P>
<P><FONT face="Times New Roman"> <o:p></o:p></FONT></P> <br>

[此贴子已经被作者于2006-11-11 20:13:29编辑过]