A Nearest Hyperrectangle Learning Method
Machine Learning
Case-based reasoning
Journal of the American Society for Information Science
Journal of the American Society for Information Science
Developing Case-Based Reasoning for Structural Design
IEEE Expert: Intelligent Systems and Their Applications
Fast Nearest Neighbor Search in High-Dimensional Space
ICDE '98 Proceedings of the Fourteenth International Conference on Data Engineering
Learning a Local Similarity Metric for Case-Based Reasoning
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Systems, Tasks and Adaptation Knowledge: Revealing Some Revealing Dependencies
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Refining Conversational Case Libraries
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
A hybrid genetic algorithm for classification
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
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The case-based reasoning paradigm is applied in support of decision making processes related to pile foundations. Based on this paradigm, the system accumulates experience from previously realized pile foundations. This experience can be drawn when new situations with similar attributes of geotechnical situation of the site and geometric characteristics of the piles are encountered. Two case libraries were created based on previously realized sites. The representativeness of the case libraries and the efficiency of the search process are facilitated by the use of a genetic algorithm reduction.