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EUSFLAT
2009
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13 years 10 months ago
Discussions on Interpretability of Fuzzy Systems using Simple Examples
Two conflicting goals are often involved in the design of fuzzy rule-based systems: Accuracy maximization and interpretability maximization. A number of approaches have been propos...
Hisao Ishibuchi, Yusuke Nojima
EMNLP
2010
13 years 10 months ago
Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks
Named-entity recognition (NER) is an important task required in a wide variety of applications. While rule-based systems are appealing due to their well-known "explainability...
Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao ...
DAGSTUHL
1990
14 years 1 months ago
Parallel Rule-Firing Production Systems
One of the principal advantages of parallelizing a rule-based system, or more generally, any A.I. system, is the ability to pursue alternate search paths concurrently. Conventiona...
Daniel Neimann
IJCAI
2003
14 years 1 months ago
Recycling Computed Answers in Rewrite Systems for Abduction
In rule-based systems, goal-oriented computations correspond naturally to the possible ways that an observation may be explained. In some applications, we need to compute explanat...
Fangzhen Lin, Jia-Huai You
SIGBDP
1990
14 years 4 months ago
Knowledge Acquisition: Issues, Techniques, and Methodology
Technique for Inducing Abstractions", Communications of the ACM, 21(5), 401411, May 1978. [7] Hayes-Roth, Frederick, "Rule-Based Systems", Communications of the ACM,...
Yihwa Irene Liou
SEKE
2007
Springer
14 years 6 months ago
On Modern Debugging For Rule-Based Systems
With the growing interest in rule languages in the Semantic Web and the Business Rule community it is time to look again at the issue of debugging rule bases. New challenges have ...
Valentin Zacharias, Andreas Abecker
WWW
2009
ACM
15 years 29 days ago
OpenRuleBench: an analysis of the performance of rule engines
The Semantic Web initiative has led to an upsurge of the interest in rules as a general and powerful way of processing, combining, and analyzing semantic information. Since severa...
Senlin Liang, Paul Fodor, Hui Wan, Michael Kifer