Knowledge Discovery from Sensor Data Second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Gaber, Mohamed Medhat (Editor), Vatsavai, Ranga Raju (Editor), Omitaomu, Olufemi A. (Editor), Gama, João (Editor), Chawla, Nitesh V. (Editor), Ganguly, Auroop R. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Series: Lecture Notes in Computer Science, 5840
• Subjects: Computer science.; Computer communication systems.; Database management.; Data mining.; Information storage and retrieval.; Pattern recognition.; Computer Science.; Information Storage and Retrieval.; Computer Communication Networks.; Database Management.; Data Mining and Knowledge Discovery.; Pattern Recognition.

Table of Contents:

• Data Mining for Diagnostic Debugging in Sensor Networks: Preliminary Evidence and Lessons Learned
• Monitoring Incremental Histogram Distribution for Change Detection in Data Streams
• Situation-Aware Adaptive Visualization for Sensory Data Stream Mining
• Unsupervised Plan Detection with Factor Graphs
• WiFi Miner: An Online Apriori-Infrequent Based Wireless Intrusion System
• Probabilistic Analysis of a Large-Scale Urban Traffic Sensor Data Set
• Spatio-temporal Outlier Detection in Precipitation Data
• Large-Scale Inference of Network-Service Disruption upon Natural Disasters
• An Adaptive Sensor Mining Framework for Pervasive Computing Applications
• A Simple Dense Pixel Visualization for Mobile Sensor Data Mining
• Incremental Anomaly Detection Approach for Characterizing Unusual Profiles
• Spatiotemporal Neighborhood Discovery for Sensor Data.