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FLAIRS
2006
10 years 5 months ago
Dependency-based Textual Entailment
This paper studies the role of dependency information for the task of textual entailment. Both the Text and Hypothesis of an entailment pair are mapped into sets of dependencies a...
Vasile Rus
FLAIRS
2006
10 years 5 months ago
Genetic Hierarchical Music Structures
Music has structure at many levels, from grand arrangements of verses and choruses down to patterns in small riffs and themes. A bracketed L-system -- the SARAH language -- is use...
Charles Fox
FLAIRS
2006
10 years 5 months ago
Adaptive, Confidence-Based Strategic Negotiations in Complex Multiagent Environments
We have designed and implemented an adaptive, confidence-based negotiation strategy for conducting multiple, concurrent negotiations among agents in dynamic, uncertain, and real-t...
Xin Li, Leen-Kiat Soh
FLAIRS
2006
10 years 5 months ago
Using Validation Sets to Avoid Overfitting in AdaBoost
AdaBoost is a well known, effective technique for increasing the accuracy of learning algorithms. However, it has the potential to overfit the training set because its objective i...
Tom Bylander, Lisa Tate
FLAIRS
2006
10 years 5 months ago
Demystify the Messages in the Hugin Architecture for Probabilistic Inference and Its Application
In this paper, we investigate the semantic meaning of the messages passed in the Hugin architecture for probabilistic inference. By utilizing this information, one can avoid passi...
Dan Wu, Karen H. Jin
FLAIRS
2006
10 years 5 months ago
Focusing Strategies for Multiple Fault Diagnosis
Diagnosing multiple faults for a complex system is often very difficult. It requires not only a model which adequately represents the diagnostic aspect of a complex system, but al...
Tsai-Ching Lu, K. Wojtek Przytula
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