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AAAI
2006
13 years 9 months ago
A Simple and Effective Method for Incorporating Advice into Kernel Methods
We propose a simple mechanism for incorporating advice (prior knowledge), in the form of simple rules, into support-vector methods for both classification and regression. Our appr...
Richard Maclin, Jude W. Shavlik, Trevor Walker, Li...
UAI
2004
13 years 9 months ago
Iterative Conditional Fitting for Gaussian Ancestral Graph Models
Ancestral graph models, introduced by Richardson and Spirtes (2002), generalize both Markov random fields and Bayesian networks to a class of graphs with a global Markov property ...
Mathias Drton, Thomas S. Richardson
JUCS
2008
134views more  JUCS 2008»
13 years 7 months ago
A Tool for Reasoning about Qualitative Temporal Information: the Theory of S-languages with a Lisp Implementation
: Reasoning about incomplete qualitative temporal information is an essential topic in many artificial intelligence and natural language processing applications. In the domain of n...
Irène Durand, Sylviane R. Schwer
AAMAS
2002
Springer
13 years 7 months ago
Larks: Dynamic Matchmaking Among Heterogeneous Software Agents in Cyberspace
Service matchmaking among heterogeneous software agents in the Internet is usually done dynamically and must be efficient. There is an obvious trade-off between the quality and eff...
Katia P. Sycara, Seth Widoff, Matthias Klusch, Jia...
AIR
2002
125views more  AIR 2002»
13 years 7 months ago
Interactive Critiquing for Catalog Navigation in E-Commerce
E-commerce sites can have large, essentially unbounded, catalogs. With large catalogs comes increasing difficulty for buyers in making use of standard search and browsing faciliti...
Robin D. Burke