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AAAI
1996
13 years 11 months ago
Discovering Robust Knowledge from Dynamic Closed World Data
Many applications of knowledge discovery require the knowledge to be consistent with data. Examples include discovering rules for query optimization, database integration, decisio...
Chun-Nan Hsu, Craig A. Knoblock
IAT
2007
IEEE
14 years 4 months ago
Robustness of a Spoken Dialogue Interface for a Personal Assistant
Although speech recognition systems have become more reliable in recent years, they are still highly error-prone. Other components of a spoken language dialogue system must then b...
Anna Wong, Anh Nguyen, Wayne Wobcke
COMPSAC
2003
IEEE
14 years 3 months ago
PeAgent - A Mobile Agent System to Support Secure Internet and Web Applications
Many agent-based systems have been developed over the past decade; however, the security issues are usually not addressed adequately. In order to make the mobile agent paradigm mo...
Qingkai Ma, Wei Hao, Wei Li, Manghui Tu, I-Ling Ye...
AAAI
2006
13 years 11 months ago
Robust Support Vector Machine Training via Convex Outlier Ablation
One of the well known risks of large margin training methods, such as boosting and support vector machines (SVMs), is their sensitivity to outliers. These risks are normally mitig...
Linli Xu, Koby Crammer, Dale Schuurmans
FLAIRS
2001
13 years 11 months ago
Autonomy for SOHO Ground Operations
/Background The SOLAR and HELIOSPHERIC OBSERVATORY (SOHO) project [SOHO Web Page] is being carried out by the European Space Agency (ESA) and the US National Aeronautics and Space ...
Walt Truszkowski, Nick Netreba, Don Ginn, Sanda Ma...