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SDM
2009
SIAM
119views Data Mining» more  SDM 2009»
15 years 11 months ago
Twin Vector Machines for Online Learning on a Budget.
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
Zhuang Wang, Slobodan Vucetic
SDM
2009
SIAM
176views Data Mining» more  SDM 2009»
15 years 11 months ago
Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets.
Large amounts of remotely sensed data calls for data mining techniques to fully utilize their rich information content. In this paper, we study new means of discovery and summariz...
Wei Ding 0003, Tomasz F. Stepinski, Josue Salazar
WISE
2009
Springer
15 years 11 months ago
Start Trusting Strangers? Bootstrapping and Prediction of Trust
Web-based environments typically span interactions between humans and software services. The management and automatic calculation of trust are among the key challenges of the futur...
Florian Skopik, Daniel Schall, Schahram Dustdar
WISE
2009
Springer
15 years 11 months ago
Spectral Clustering in Social-Tagging Systems
Social tagging is an increasingly popular phenomenon with substantial impact on the way we perceive and understand the Web. For the many Web resources that are not self-descriptive...
Alexandros Nanopoulos, Hans-Henning Gabriel, Myra ...
ICWS
2009
IEEE
15 years 11 months ago
Reiki: Serviceability Architecture and Approach for Reduction and Management of Product Service Incidents
: © Reiki: Serviceability Architecture and Approach for Reduction and Management of Product Service Incidents Chris Connelly, Brian Cox, Tim Forell, Rui Liu, Dejan Milojicic, Alan...
Chris Connelly, Brian Cox, Tim Forell, Rui Liu, De...