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SODA
2012
ACM
223views Algorithms» more  SODA 2012»
13 years 8 months ago
Data reduction for weighted and outlier-resistant clustering
Statistical data frequently includes outliers; these can distort the results of estimation procedures and optimization problems. For this reason, loss functions which deemphasize ...
Dan Feldman, Leonard J. Schulman
AIPS
2004
15 years 7 months ago
Domain-Specific Preferences for Causal Reasoning and Planning
We address the issue of incorporating domain-specific preferences in planning systems, where a preference may be seen as a "soft" constraint that it is desirable, but no...
James P. Delgrande, Torsten Schaub, Hans Tompits
RWEB
2009
Springer
16 years 2 days ago
Logical Foundations of XML and XQuery
XML is the underlying representation formalism of much web-data. Thus to reason about web-data essentially boils down to reasoning about data in XML format. In this course the stud...
Maarten Marx
KR
2000
Springer
15 years 9 months ago
Representing the Knowledge of a Robot
Acquiring information about its environment by sensing is a crucial ability of autonomous robots. Based on the established solution to the Frame Problem of the Fluent Calculus, we...
Michael Thielscher
AAAI
2007
15 years 7 months ago
On the Reasoning Patterns of Agents in Games
What reasoning patterns do agents use to choose their actions in games? This paper studies this question in the context of Multi-Agent Influence Diagrams (MAIDs). It defines sev...
Avi Pfeffer, Ya'akov Gal