Sciweavers

ICCBR
2009
Springer
14 years 6 months ago
Improving Reinforcement Learning by Using Case Based Heuristics
This work presents a new approach that allows the use of cases in a case base as heuristics to speed up Reinforcement Learning algorithms, combining Case Based Reasoning (CBR) and ...
Reinaldo A. C. Bianchi, Raquel Ros, Ramon Ló...
ICCBR
2009
Springer
14 years 6 months ago
Efficiently Implementing Episodic Memory
Nate Derbinsky, John E. Laird
ICCBR
2009
Springer
14 years 6 months ago
Case-Based Collective Inference for Maritime Object Classification
Maritime assets such as merchant and navy ships, ports, and harbors, are targets of terrorist attacks as evidenced by the USS Cole bombing. Conventional methods of securing maritim...
Kalyan Moy Gupta, David W. Aha, Philip Moore
ICCBR
2009
Springer
14 years 6 months ago
A Case-Based Perspective on Social Web Search
Web search is the main way for millions of users to access information every day, but we continue to struggle when it comes to finding the right information at the right time. In ...
Barry Smyth, Peter Briggs, Maurice Coyle, Michael ...
ICCBR
2009
Springer
14 years 6 months ago
Conceptual Neighborhoods for Retrieval in Case-Based Reasoning
Abstract. We present a case-based reasoning technique based on conceptual neighborhoods of cases. The system applies domain knowledge to the case retrieval process in the form of r...
Ben G. Weber, Michael Mateas
ICCBR
2009
Springer
14 years 6 months ago
Adaptation versus Retrieval Trade-Off Revisited: An Analysis of Boundary Conditions
In this paper we revisit the trade-off between adaptation and retrieval effort traditionally held as a principle in case-based reasoning. This principle states that the time needed...
Stephen Lee-Urban, Héctor Muñoz-Avil...
ICCBR
2009
Springer
14 years 6 months ago
A Value Supplementation Method for Case Bases with Incomplete Information
Abstract. In this paper we present a method for supplementing incomplete cases with information from other cases within a case base. The acquisition of complete and correct cases i...
Kerstin Bach, Meike Reichle, Klaus-Dieter Althoff
ICCBR
2009
Springer
14 years 6 months ago
Quality Enhancement Based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender
Personalizing the product recommendation task is a major focus of research in the area of conversational recommender systems. Conversational case-based recommender systems help use...
Maria Salamó, Sergio Escalera, Petia Radeva
ICCBR
2009
Springer
14 years 6 months ago
An Active Approach to Automatic Case Generation
Abstract. When learning by observing an expert, cases can be automatically generated in an inexpensive manner. However, since this is a passive method of learning the observer has ...
Michael W. Floyd, Babak Esfandiari