Algorithms for clustering data
Algorithms for clustering data
From global similarities to kinds of similarities: the construction of dimensions in development
Similarity and analogical reasoning
Similar shape retrieval using a structural feature index
Information Systems
A compendium of machine learning: volume 1: symbolic machine learning
A compendium of machine learning: volume 1: symbolic machine learning
Artificial Intelligence Review - Special issue on lazy learning
A New Metric for Grey-Scale Image Comparison
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient Subgraph Isomorphism Detection: A Decomposition Approach
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Case-Based and Symbolic Classification - A Case Study
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
A Reflective Architecture for Integrated Memory-Based Learning and Reasoning
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
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
A Two Layer Case-Based Reasoning Architecture for Medical Image Understanding
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
Similarity Measures for Object-Oriented Case Representations
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Different Learning Strategies in a Case-Based Reasoning System for Image Interpretation
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Modelling the Competence of Case-Bases
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Case-Based Classification of Ultrasonic B-Scans: Case-Base Organisation and Case Retrieval
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
A Study on Competence-Preserving Case Replacing Strategies in Case-Based Reasoning
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
An Architecture for Maintaining Case-Based Reasoning Systems
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Case-Based Reasoning in Color Matching
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Case-Based Reasoning Technology, From Foundations to Applications
Content-Based Image Indexing and Retrieval in an Image Database for Technical Domains
MINAR '98 Proceedings of the IAPR International Workshop on Multimedia Information Analysis and Retrieval
How Dissimilar Are Two Grey-Scale Images?
Mustererkennung 1995, 17. DAGM-Symposium
Efficient MAP / ML Similarity Matching for Visual Recognition
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 1 - Volume 1
A Landmark-Based Approach of Shape Dissimilarity
ICPR '96 Proceedings of the 1996 International Conference on Pattern Recognition (ICPR '96) Volume I - Volume 7270
A New Correlation Criterion Based on Gradient Fields Similarity
ICPR '96 Proceedings of the 1996 International Conference on Pattern Recognition (ICPR '96) Volume I - Volume 7270
ICPR '96 Proceedings of the 13th International Conference on Pattern Recognition - Volume 2
A Bayesian Similarity Measure for Direct Image Matching
ICPR '96 Proceedings of the 13th International Conference on Pattern Recognition - Volume 2
Case-Based Reasoning for Prognosis of Threatening Influenza Waves
Industrial Conference on Data Mining: Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management
Taxonomy of classifiers based on dissimilarity features
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
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Case-Based Reasoning is used when generalized knowledge is lacking. The method works on a set of cases formerly processed and stored in the case base. A new case is interpreted based on its similarity to cases in the case base. The closest case with its associated result is selected and presented as output of the system. Recently, Dissimilarity-based Classification has been introduced due to the curse of dimensionality of feature spaces and the problem arising when trying to make image features explicitly. The approach classifies samples based on their dissimilarity value to all training samples. In this paper, we are reviewing the basic properties of these two approaches. We show the similarity of Dissimilarity based Classification to Case-Based Reasoning. Finally, we conclude that Dissimilarity based Classification is a variant of Case-Based Reasoning and that most of the open problems in Dissimilarity-based Classification are research topics of Case-Based Reasoning.