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» On Hierarchical Reasoning in Combinations of Theories
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ILP
2004
Springer
15 years 7 months ago
Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction
Many domains in the field of Inductive Logic Programming (ILP) involve highly unbalanced data. Our research has focused on Information Extraction (IE), a task that typically invol...
Mark Goadrich, Louis Oliphant, Jude W. Shavlik
CORR
2004
Springer
140views Education» more  CORR 2004»
15 years 1 months ago
Integrating Defeasible Argumentation and Machine Learning Techniques
The field of machine learning (ML) is concerned with the question of how to construct algorithms that automatically improve with experience. In recent years many successful ML app...
Sergio Alejandro Gómez, Carlos Iván ...
CP
2005
Springer
15 years 7 months ago
Mechanism Design for Preference Aggregation over Coalitions
The aggregation of individuals’ preferences into a single group outcome is both well-studied and fundamental within decision theory. Historically, though, a pervasive simplifica...
Eric I. Hsu, Sheila A. McIlraith
FMCAD
2004
Springer
15 years 5 months ago
A Simple Method for Parameterized Verification of Cache Coherence Protocols
Abstract. We present a simple method for verifying the safety properties of cache coherence protocols with arbitrarily many nodes. Our presentation begins with two examples. The fi...
Ching-Tsun Chou, Phanindra K. Mannava, Seungjoon P...
DAGSTUHL
2008
15 years 3 months ago
The Grand Challenges and Myths of Neural-Symbolic Computation
The construction of computational cognitive models integrating the connectionist and symbolic paradigms of artificial intelligence is a standing research issue in the field. The co...
Luís C. Lamb