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JMLR
2006
99views more  JMLR 2006»
15 years 6 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 7 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 10 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 7 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 10 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