Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Self-Organizing Maps
Using k-d Trees to Improve the Retrieval Step in Case-Based Reasoning
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
Applying Case Retrieval Nets to Diagnostic Tasks in Technical Domains
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
The Role of Information Extraction for Textual CBR
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Empolis orenge - an Open Platform for Knowledge Management Applications
Proceedings of the 1st German Workshop on on Experience Management: Sharing Experiences about the Sharing of Experience
The Knowledge Engineering Review
The Knowledge Engineering Review
Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing)
Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing)
Statistical Comparisons of Classifiers over Multiple Data Sets
The Journal of Machine Learning Research
Building CBR systems with jcolibri
Science of Computer Programming
Introduction to Information Retrieval
Introduction to Information Retrieval
A Methodology for Analyzing Case Retrieval from a Clustered Case Memory
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Retrieval Based on Self-explicative Memories
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Rapid Prototyping of CBR Applications with the Open Source Tool myCBR
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Case retrieval through multiple indexing and heuristic search
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
Expert Systems with Applications: An International Journal
Extending jCOLIBRI for textual CBR
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Unsupervised case memory organization: analysing computational time and soft computing capabilities
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Domain of competence of XCS classifier system in complexity measurement space
IEEE Transactions on Evolutionary Computation
On dataset complexity for case base maintenance
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
jcolibri2: A framework for building Case-based reasoning systems
Science of Computer Programming
Template-Based Design in COLIBRI Studio
Information Systems
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One of the key issues in Case-Based Reasoning (CBR) systems is the efficient retrieval of cases when the case base is huge and/or it contains uncertainty and partial knowledge. Although many authors have focused on proposing case memory organizations for improving the retrieval performance, there is not any free open source framework which offers this kind of capabilities. This work presents a plug-in called Thunder for the jcolibri framework. Thunder provides a methodology integrated in a graphical environment for managing the case retrieval from cluster based organizations. A case study based on tackling a Textual CBR problem using Self-Organizing Maps as case memory organizing technique is successfully tested.