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catalog contributor b12838846.
catalog contributor b12838847.
catalog created "2003.".
catalog date "2003".
catalog date "2003.".
catalog dateCopyrighted "2003.".
catalog description "Byung-Hoon Park and Hillol Kargupta -- Part II. Management of Data Mining -- Data Collection, Preparation, Quality, and Visualization / Dorian Pyle -- Data Storage and Management / Tong (Teresa) Wu and Xiangyang (Sean) Li -- Feature Extraction, Selection, and Construction / Huan Liu, Lei Yu, and Hiroshi Motoda -- Performance Analysis and Evaluation / Sholom M. Weiss and Tong Zhang -- Security and Privacy / Chris Clifton -- Emerging Standards and Interfaces / Robert Grossman, Mark Hornick, and Gregor Meyer -- Part III. Applications of Data Mining -- Mining Human Performance Data / David A. Nembhard -- Mining Text Data / Ronen Feldman -- Mining Geospatial Data / Shashi Shekhar and Ranga Raju Vatsavai -- Mining Science and Engineering Data / Chandrika Kamath -- Mining Data in Bioinformatics / Mohammed J. Zaki -- Mining Customer Relationship Management (CRM) Data / Robert Cooley -- Mining Computer and Network Security Data /".
catalog description "Foreword / Gavriel Salvendy -- Preface / Nong Ye -- Part I. Methodologies of Data Mining -- Decision Trees / Johannes Gehrke -- Association Rules / Geoffrey I. Webb -- Artificial Neural Network Models for Data Mining / Jennie Si, Benjamin J. Nelson and George C. Runger -- Statistical Analysis of Normal and Abnormal Data / Connie M. Borror -- Bayesian Data Analysis / David Madigan and Greg Ridgeway -- Hidden Markov Processes and Sequential Pattern Mining / Steven L. Scott -- Strategies and Methods for Prediction / Greg Ridgeway -- Principal Components and Factor Analysis / Daniel W. Apley -- Psychometric Methods of Latent Variable Modeling / Edward Ip, Igor Cadez and Padhraic Smyth -- Scalable Clustering / Joydeep Ghosh -- Time Series Similarity and Indexing / Gautam Das and Dimitrios Gunopulos -- Nonlinear Time Series Analysis / Ying-Cheng Lai [and others] -- Distributed Data Mining /".
catalog description "Includes bibliographical references and index.".
catalog description "Nong Ye -- Mining Image Data / Chabane Djeraba and Gregory Fernandez -- Mining Manufacturing Quality Data / Murat C. Testik and George C. Runger.".
catalog extent "p. cm.".
catalog identifier "0805840818".
catalog isPartOf "Human factors and ergonomics".
catalog issued "2003".
catalog issued "2003.".
catalog language "eng".
catalog publisher "Mahwah, N.J. : Lawrence Erlbaum Assoc.,".
catalog subject "006.3 21".
catalog subject "Data mining.".
catalog subject "QA76.9.D343 H385 2003".
catalog tableOfContents "Byung-Hoon Park and Hillol Kargupta -- Part II. Management of Data Mining -- Data Collection, Preparation, Quality, and Visualization / Dorian Pyle -- Data Storage and Management / Tong (Teresa) Wu and Xiangyang (Sean) Li -- Feature Extraction, Selection, and Construction / Huan Liu, Lei Yu, and Hiroshi Motoda -- Performance Analysis and Evaluation / Sholom M. Weiss and Tong Zhang -- Security and Privacy / Chris Clifton -- Emerging Standards and Interfaces / Robert Grossman, Mark Hornick, and Gregor Meyer -- Part III. Applications of Data Mining -- Mining Human Performance Data / David A. Nembhard -- Mining Text Data / Ronen Feldman -- Mining Geospatial Data / Shashi Shekhar and Ranga Raju Vatsavai -- Mining Science and Engineering Data / Chandrika Kamath -- Mining Data in Bioinformatics / Mohammed J. Zaki -- Mining Customer Relationship Management (CRM) Data / Robert Cooley -- Mining Computer and Network Security Data /".
catalog tableOfContents "Foreword / Gavriel Salvendy -- Preface / Nong Ye -- Part I. Methodologies of Data Mining -- Decision Trees / Johannes Gehrke -- Association Rules / Geoffrey I. Webb -- Artificial Neural Network Models for Data Mining / Jennie Si, Benjamin J. Nelson and George C. Runger -- Statistical Analysis of Normal and Abnormal Data / Connie M. Borror -- Bayesian Data Analysis / David Madigan and Greg Ridgeway -- Hidden Markov Processes and Sequential Pattern Mining / Steven L. Scott -- Strategies and Methods for Prediction / Greg Ridgeway -- Principal Components and Factor Analysis / Daniel W. Apley -- Psychometric Methods of Latent Variable Modeling / Edward Ip, Igor Cadez and Padhraic Smyth -- Scalable Clustering / Joydeep Ghosh -- Time Series Similarity and Indexing / Gautam Das and Dimitrios Gunopulos -- Nonlinear Time Series Analysis / Ying-Cheng Lai [and others] -- Distributed Data Mining /".
catalog tableOfContents "Nong Ye -- Mining Image Data / Chabane Djeraba and Gregory Fernandez -- Mining Manufacturing Quality Data / Murat C. Testik and George C. Runger.".
catalog title "The handbook of data mining / edited by Nong Ye.".
catalog type "text".