Intelligent Sensor Networks

Contents

Preface

Editors

Contributors

PART I Intelligent Sensor Networks: Machine Learning Approach

1 Machine Learning Basics

KRASIMIRA KAPITANOVA AND SANG H. SON

2 Modeling Unreliable Data and Sensors: Using Event Log Performance and F-Measure Attribute Selection

VASANTH IYER, S. SITHARAMA IYENGAR, AND NIKI PISSINOU

3 Intelligent Sensor Interfaces and Data Format

KONSTANTIN MIKHAYLOV, JONI JAMSA, MIKA LUIMULA, JOUNI TERVONEN, AND VILLE AUTIO

4 Smart Wireless Sensor Nodes for Structural Health Monitoring

XUEFENG LIU, SHAOJIE TANG, AND XIAOHUA XU

5 Knowledge Representation and Reasoning for the Design of Resilient Sensor Networks

DAVID KELLER, TOURIA EL-MEZYANI, SANJEEV SRIVASTAVA, AND DAVID CARTES

6 Intelligent ...