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AAAI
2006
13 years 11 months ago
Closest Pairs Data Selection for Support Vector Machines
This paper presents data selection procedures for support vector machines (SVM). The purpose of data selection is to reduce the dataset by eliminating as many non support vectors ...
Chaofan Sun
NIPS
2004
13 years 11 months ago
Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence Estimation
An analog system-on-chip for kernel-based pattern classification and sequence estimation is presented. State transition probabilities conditioned on input data are generated by an...
Shantanu Chakrabartty, Gert Cauwenberghs
WOA
2000
13 years 11 months ago
Designing an Agent to Support Interactive Access to Museum Information
If we consider most applications accessible through the Web, we can notice a lack of support able to adapt to the different information needs that different users may have regardi...
Luisa Marucci, Fabio Paternò
WSC
1997
13 years 11 months ago
A Demonstration of the Integrated Supportability Analysis and Cost System (ISACS+)
This paper describes the Integrated Supportability Analysis and Cost System (ISACS+) and the features which will be demonstrated. ISACS+ is a distributed, client/server system for...
Helena L. Weaks, James D. Barrett
TR
2010
204views Hardware» more  TR 2010»
13 years 4 months ago
Anomaly Detection Through a Bayesian Support Vector Machine
This paper investigates the use of a one-class support vector machine algorithm to detect the onset of system anomalies, and trend output classification probabilities, as a way to ...
Vasilis A. Sotiris, Peter W. Tse, Michael Pecht