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ICCBR
2009
Springer
14 years 2 months ago
Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning
This paper presents a new approach for spatial event prediction that combines a value function approximation algorithm and case-based reasoning predictors. Each of these predictors...
Hua Li, Héctor Muñoz-Avila, Diane Br...
ICCBR
2009
Springer
14 years 2 months ago
Using Meta-reasoning to Improve the Performance of Case-Based Planning
Case-based planning (CBP) systems are based on the idea of reusing past successful plans for solving new problems. Previous research has shown the ability of meta-reasoning approac...
Manish Mehta, Santiago Ontañón, Ashw...
ICCBR
2009
Springer
14 years 2 months ago
Case-Based Support for Forestry Decisions: How to See the Wood from the Trees
In forestry, it is important to be able to accurately determine the volume of timber in a harvesting site and the products that could potentially be produced from that timber. We d...
Conor Nugent, Derek G. Bridge, Glen Murphy, Bernt-...
ICCBR
2009
Springer
14 years 2 months ago
Case-Based Reasoning in Transfer Learning
Positive transfer learning (TL) occurs when, after gaining experience from learning how to solve a (source) task, the same learner can exploit this experience to improve performanc...
David W. Aha, Matthew Molineaux, Gita Sukthankar
ICCBR
2009
Springer
14 years 2 months ago
S-Learning: A Model-Free, Case-Based Algorithm for Robot Learning and Control
A model-free, case-based learning and control algorithm called S-learning is described as implemented in a simulation of a light-seeking mobile robot. S-learning demonstrated learn...
Brandon Rohrer
ICCBR
2009
Springer
14 years 2 months ago
Case Retrieval Reuse Net (CR2N): An Architecture for Reuse of Textual Solutions
Ibrahim Adeyanju, Nirmalie Wiratunga, Robert Lothi...
ICCBR
2009
Springer
14 years 2 months ago
Opportunistic Adaptation Knowledge Discovery
Fadi Badra, Amélie Cordier, Jean Lieber
ICCBR
2009
Springer
14 years 2 months ago
Case-Based Reasoning for Situation-Aware Ambient Intelligence: A Hospital Ward Evaluation Study
Abstract. Ambient intelligent systems are defined as being able to perceive their environment, being aware of the presence of people and other agents, and respond intelligently to...
Anders Kofod-Petersen, Agnar Aamodt
ICCBR
2009
Springer
14 years 2 months ago
Maintenance by a Committee of Experts: The MACE Approach to Case-Base Maintenance
Case-base administrators face a choice of many maintenance algorithms. It is well-known that these algorithms have different biases that cause them to perform inconsistently over ...
Lisa Cummins, Derek G. Bridge
ICCBR
2009
Springer
14 years 2 months ago
Belief Merging-Based Case Combination
Integrity constraint belief merging aims at producing from several knowledge bases, that may be mutually inconsistent, a synthetic knowledge base satisfying a given integrity const...
Julien Cojan, Jean Lieber