Ubiquitous Knowledge Discovery: Challenges, Techniques, Applications (Paperback)

A Blueprint for Ubiquitous Knowledge Discovery.- Introduction: The Challenge of Ubiquitous Knowledge Discovery.- Ubiquitous Technologies.- Resource Aware Distributed Knowledge Discovery.- Ubiquitous Data.- Privacy and Security in Ubiquitous Knowledge Discovery.- A Human-Centric Perspective on Ubiquitous Knowledge Discovery.- Application Challenges for Ubiquitous Knowledge Discovery.- Case Studies.- On-Line Learning: Where Are We So Far?.- Change Detection with Kalman Filter and CUSUM.- A Geometric Approach to Monitoring Threshold Functions over Distributed Data Streams.- Privacy Preserving Spatio-temporal Clustering on Horizontally Partitioned Data.- Nemoz - A Distributed Framework for Collaborative Media Organization.- Micro Information Systems and Ubiquitous Knowledge Discovery.- MineFleet : The Vehicle Data Stream Mining System for Ubiquitous Environments.