Dynamic and Advanced Data Mining for Progressing Technological Development: Innovations and Systemic Approaches (Premier Reference Source)

Overcoming many challenges, data mining has already established discipline capability in many domains. Dynamic and Advanced Data Mining for Progressing Technological Development: Innovations and Systemic Approaches discusses advances in modern data mining research in today's rapidly growing global and technological environment. A critical mass of the most sought after knowledge, this publication serves as an important reference tool to leading research within information search and retrieval techniques. Title......Page 2 Table of Contents......Page 4 Detailed Table of Contents......Page 7 Preface......Page 16 Data Mining Techniques for Web Personalization: Algorithms and Applications......Page 20 Patterns Relevant to the Temporal Data-Context of an Alarm of Interest......Page 37 ODARM:An Outlier Detection-Based Alert Reduction Model......Page 59 Concept-Based Mining Model......Page 76 Intrusion Detection Using Machine Learning: Past and Present......Page 89 A Re-Ranking Method of Search Results Based on Keyword and User Interest......Page 127 On the Mining of Cointegrated Econometric Models......Page 141 Spreading Activation Methods......Page 155 Pattern Discovery from Biological Data......Page 187 Introduction to Clustering: Algorithms and Applications......Page 243 Financial Data Mining Using Flexible ICA-GARCH Models......Page 274 Machine Learning Techniques for Network Intrusion Detection......Page 292 Fuzzy Clustering Based Image Segmentation Algorithms......Page 319 Bayesian Networks in the Health Domain......Page 361 Time Series Analysis and Structural Change Detection......Page 396 Application of Machine Learning Techniques for Railway Health Monitoring......Page 415 Use of Data Mining Techniques for Process Analysis on Small Databases......Page 441 Compilation of References......Page 456 About the Contributors......Page 501 Index......Page 508 Annotation Dynamic and Advanced Data Mining for Progressing Technological Development: Innovations and Systemic Approaches discusses advances in modern data mining research in today's rapidly growing global and technological environment. This publication serves as an important reference tool to leading research within information search and retrieval techniques 'This book discusses advances in modern data mining research in today's rapidly growing global and technological environment'--Provided by publisher.