2007

Learning from Data Streams

Processing Techniques in Sensor Networks

Editors:

ISBN: 978-3-540-73678-3 (Print) 978-3-540-73679-0 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages I-X

  2. Overview

    1. Front Matter

      Pages 7-7

    2. No Access

      Book Chapter

      Pages 1-5

      Introduction

    3. No Access

      Book Chapter

      Pages 9-24

      Sensor Networks: An Overview

    4. No Access

      Book Chapter

      Pages 25-39

      Data Stream Processing

    5. No Access

      Book Chapter

      Pages 41-48

      Data Stream Processing in Sensor Networks

  3. Data Stream Management Techniques in Sensor Networks

    1. Front Matter

      Pages 49-49

    2. No Access

      Book Chapter

      Pages 51-71

      Data Stream Management Systems and Architectures

    3. No Access

      Book Chapter

      Pages 73-86

      Querying of Sensor Data

    4. No Access

      Book Chapter

      Pages 87-105

      Aggregation and Summarization in Sensor Networks

    5. No Access

      Book Chapter

      Pages 107-122

      Sensory Data Monitoring

  4. Mining Sensor Network Data Streams

    1. Front Matter

      Pages 123-123

    2. No Access

      Book Chapter

      Pages 125-142

      Clustering Techniques in Sensor Networks

    3. No Access

      Book Chapter

      Pages 143-164

      Predictive Learning in Sensor Networks

    4. No Access

      Book Chapter

      Pages 165-184

      Tensor Analysis on Multi-aspect Streams

  5. Applications

    1. Front Matter

      Pages 185-185

    2. No Access

      Book Chapter

      Pages 187-204

      Knowledge Discovery from Sensor Data for Security Applications

    3. No Access

      Book Chapter

      Pages 205-229

      Knowledge Discovery from Sensor Data For Scientific Applications

    4. No Access

      Book Chapter

      Pages 231-241

      TinyOS Education with LEGO MINDSTORMS NXT

  6. Back Matter

    Pages 243-244