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JMLR
2006
99views more  JMLR 2006»
14 years 11 months ago
Worst-Case Analysis of Selective Sampling for Linear Classification
A selective sampling algorithm is a learning algorithm for classification that, based on the past observed data, decides whether to ask the label of each new instance to be classi...
Nicolò Cesa-Bianchi, Claudio Gentile, Luca ...
WCE
2007
15 years 1 months ago
An Agent's Action Selection Strategy by Using Case-based Reasoning and Simulated Vision
— This paper presents an approach to agent’s action selection strategy called stepwise case-based reasoning (SCBR). In this paper an agent that roams in 3D synthetic world is c...
Haris Supic
ICCBR
2010
Springer
15 years 3 months ago
An Algorithm for Adapting Cases Represented in an Expressive Description Logic
Abstract. This paper presents an algorithm of adaptation for a case-based reasoning system with cases and domain knowledge represented in the expressive description logic ALC. The ...
Julien Cojan, Jean Lieber
IJCAI
2001
15 years 1 months ago
SiN: Integrating Case-based Reasoning with Task Decomposition
This paper describes SiN, a novel case-based planning algorithm that combines conversational case retrieval with generative planning. SiN is provably correct, and can generate pla...
Héctor Muñoz-Avila, David W. Aha, Da...
ICTAI
1994
IEEE
15 years 4 months ago
A Knowledge Representation System for Integration of General and Case-Specific Knowledge
Combining various knowledge types - and reasoning methods - in knowledge-based systems is a challenge to the knowledge representation task. The paper describes an object-oriented,...
Agnar Aamodt