<p>为了继续对新开放的数据挖掘专栏贡献一点力量，本人将自己读过的一本超详细，很经典的数据挖掘技术丛书:</p><p>《THE HANDBOOK OF DATA MINING》分享给大家。</p><p>不过仍然要收5元来限流。哈哈！</p><p>内容：</p><p><strong>Part I: METHODOLOGIES OF DATA MINING</strong></p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 1 Decision Trees. 2 Association Rules. 3 Artificial Neural Network Models for Data Mining.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 4 Statistical Analysis of Normal and Abnormal Data. 5 Bayesian Data Analysis.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 6 Hidden Markov Processes and Sequential Pattern Mining. 7 Strategies and Methods for Prediction.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 7 Strategies and Methods for Prediction. 9 Psychometric Methods of Latent Variable Modeling.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 10 Scalable Clustering. 11 Time Series Similarity and Indexing.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 12 Nonlinear Time Series Analysis. 13 Distributed Data Mining.</p><p><strong>Part II: MANAGEMENT OF DATA MINING</strong></p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 14 Data Collection, Preparation, Quality, and Visualization. 15 Data Storage and Management.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 16 Feature Extraction, Selection, and Construction. 17 Performance Analysis and Evaluation.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 18 Security and Privacy. 19 Emerging Standards and Interfaces.</p><p><strong>Part III: APPLICATIONS OF DATA MINING</strong></p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 20 Mining Human Performance Data.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 21 Mining Text Data.</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 22 Mining Geospatial Data</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 23 Mining Science and Engineering Data</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 24 Mining Data in Bioinformatics</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 25 Mining Customer Relationship Management (CRM) Data</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 26 Mining Computer and Network Security Data</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 27 Mining Image Data</p><p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 28 Mining Manufacturing Quality Data</p><p></p>

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