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ORCIDUbiquitous Knowledge Discovery 2010
- Michael May, Lorenza Saitta:
Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications. Lecture Notes in Computer Science 6202, Springer 2010, ISBN 978-3-642-16391-3
A Blueprint for Ubiquitous Knowledge Discovery
- Michael May, Lorenza Saitta:
Introduction: The Challenge of Ubiquitous Knowledge Discovery. 3-18 - Assaf Schuster, Ran Wolff:
Ubiquitous Technologies. 19-39 - João Gama
, Antoine Cornuéjols:
Resource Aware Distributed Knowledge Discovery. 40-60 - Andreas Hotho, Rasmus Ulslev Pedersen, Michael Wurst:
Ubiquitous Data. 61-74 - Fosca Giannotti, Yücel Saygin:
Privacy and Security in Ubiquitous Knowledge Discovery. 75-89 - Bettina Berendt, Ernestina Menasalvas:
A Human-Centric Perspective on Ubiquitous Knowledge Discovery. 90-107 - Koen Vanhoof, Ina Lauth:
Application Challenges for Ubiquitous Knowledge Discovery. 108-125
Case Studies
- Antoine Cornuéjols:
On-Line Learning: Where Are We So Far? 129-147 - Milton Severo, João Gama:
Change Detection with Kalman Filter and CUSUM. 148-162 - Izchak Sharfman, Assaf Schuster, Daniel Keren:
A Geometric Approach to Monitoring Threshold Functions over Distributed Data Streams. 163-186 - Ali Inan, Yücel Saygin:
Privacy Preserving Spatio-temporal Clustering on Horizontally Partitioned Data. 187-198 - Katharina Morik:
Nemoz - A Distributed Framework for Collaborative Media Organization. 199-215 - Rasmus Ulslev Pedersen:
Micro Information Systems and Ubiquitous Knowledge Discovery. 216-234 - Hillol Kargupta, Michael Gilligan, Vasundhara Puttagunta, Kakali Sarkar, Martin Klein, Nick Lenzi, Derek Johnson:
MineFleet®: The Vehicle Data Stream Mining System for Ubiquitous Environments. 235-254
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