Ubiquitous Knowledge Discovery Challenges, Techniques, Applications /

• Corporate Author: SpringerLink (Online service)
• Other Authors: May, Michael. (Editor), Saitta, Lorenza. (Editor)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Series: Lecture Notes in Computer Science, 6202
• Subjects: Computer science.; Computer Communication Networks.; Computer software.; Data mining.; Information systems.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Mining and Knowledge Discovery.; Information Systems Applications (incl.Internet).; Algorithm Analysis and Problem Complexity.; User Interfaces and Human Computer Interaction.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-16392-0

Knowledge discovery in ubiquitous environments is an emerging area of research at the intersection of the two major challenges of highly distributed and mobile systems and advanced knowledge discovery systems. It aims to provide a unifying framework for systematically investigating the mutual depend...

Table of Contents:

• I A Blueprint for Ubiquitous Knowledge Discovery
• Introduction: The Challenge of Ubiquitous Knowledge Discovery
• Ubiquitous Technologies
• Resource Aware Distributed Knowledge
• Ubiquitous Data
• Privacy and Security in Ubiquitous Knowledge Discovery
• A Human-Centric Perspective on Ubiquitous Knowledge Discovery
• Application Challenges for Ubiquitous Knowledge Discovery
• II 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
• MineFleetR_: The Vehicle Data Stream Mining System for Ubiquitous Environments.