Intelligent Techniques for Warehousing and Mining Sensor Network Data

Sensor network data management poses new challenges outside the scope of conventional systems where data is represented and regulated. Intelligent Techniques for Warehousing and Mining Sensor Network Data presents fundamental and theoretical issues pertaining to data management. Covering a broad range of topics on warehousing and mining sensor networks, this advanced title provides significant industry solutions to those in database, data warehousing, and data mining research communities. Intelligent Techniques for Warehousing and Mining Sensor Network Data (2010) (ATTiCA)......Page 1 Title ......Page 2 List of Reviewers......Page 4 Table of Contents......Page 5 Detailed Table of Contents......Page 9 Preface......Page 18 Acknowledgment......Page 26 Integrated Intelligence: Separating the Wheat from the Chaff in Sensor Data......Page 28 Improving OLAP Analysis of Multidimensional Data Streams via Efficient Compression Techniques......Page 44 Warehousing RFID and Location-Based Sensor Data......Page 77 Warehousing and Mining Streams of Mobile Object Observations......Page 99 Anomaly Detection in Streaming Sensor Data......Page 126 Knowledge Discovery for Sensor Network Comprehension......Page 145 Why General Outlier DetectionTechniques Do Not Suffice for Wireless Sensor Networks......Page 163 Intelligent Acquisition Techniques for Sensor Network Data......Page 186 Peer-to-Peer Data Clustering in Self-Organizing Sensor Networks......Page 206 Intelligent Querying Techniques for Sensor Data Fusion......Page 240 Query Optimisation for Data Mining in Peer-to-Peer Sensor Networks......Page 261 Geographic Routing of Sensor Data around Voids and Obstacles......Page 284 Sensor Field Resource Management for Sensor Network Data Mining......Page 307 Event/Stream Processing for Advanced Applications......Page 332 A Survey of Dynamic Key Management Schemes in Sensor Networks......Page 353 Compilation of References......Page 379 About the Contributors......Page 410 Index......Page 421 This book presents fundamental and theoretical issues pertaining to data management. Covering a broad range of topics on warehousing and mining sensor networks, this advanced title provides significant industry solutions to those in database, data warehousing, and data mining research communities 'This book focuses on the relevant research theme of warehousing and mining sensor network data, specifically for the database, data warehousing and data mining research communities'--Provided by publisher.