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» An Introduction to Collective Intelligence
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AAAI
1993
15 years 2 months ago
EL: A Formal, Yet Natural, Comprehensive Knowledge Representation
We present Episodic Logic (EL), a highly expressive knowledge representation well-adapted to general commonsense reasoning as well as the interpretive and inferential needs of nat...
Chung Hee Hwang, Lenhart K. Schubert
68
Voted
AAAI
1994
15 years 2 months ago
An Operational Semantics for Knowledge Bases
The standard approach in AI to knowledge representation is to represent an agent's knowledge symbolically as a collection of formulas, which we can view as aknowledge base. A...
Ronald Fagin, Joseph Y. Halpern, Yoram Moses, Mosh...
103
Voted
AAAI
1996
15 years 2 months ago
Bagging, Boosting, and C4.5
Breiman's bagging and Freund and Schapire's boosting are recent methods for improving the predictive power of classi er learning systems. Both form a set of classi ers t...
J. Ross Quinlan
ECAI
2010
Springer
15 years 1 months ago
ABA: Argumentation Based Agents
Abstract. Many works have identified the potential benefits of using argumentation to address a large variety of multiagent problems. In this paper we take this idea one step furth...
Antonis C. Kakas, Leila Amgoud, Gabriele Kern-Isbe...
107
Voted
HAIS
2008
Springer
15 years 1 months ago
Approximate Versus Linguistic Representation in Fuzzy-UCS
Abstract. This paper introduces an approximate fuzzy representation to FuzzyUCS, a Michigan-style Learning Fuzzy-Classifier System that evolves linguistic fuzzy rules, and studies ...
Albert Orriols-Puig, Jorge Casillas, Ester Bernad&...