Correlation of intuitionistic fuzzy sets
Fuzzy Sets and Systems
A comparative assessment of measures of similarity of fuzzy values
Fuzzy Sets and Systems
New operations defined over the intuitionistic fuzzy sets
Fuzzy Sets and Systems
Fuzzy sets and fuzzy logic: theory and applications
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Fuzzy Sets and Systems
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IEEE Transactions on Pattern Analysis and Machine Intelligence
Distances between intuitionistic fuzzy sets
Fuzzy Sets and Systems
An application of intuitionistic fuzzy sets in medical diagnosis
Fuzzy Sets and Systems
Entropy for intuitionistic fuzzy sets
Fuzzy Sets and Systems
New similarity measures of intuitionistic fuzzy sets and application to pattern recognitions
Pattern Recognition Letters
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ICCS '01 Proceedings of the International Conference on Computational Science-Part II
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Pattern Recognition Letters
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Pattern Recognition Letters
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Some measures of dissimilarity in intuitionistic fuzzy structures
Journal of Computer and System Sciences
Similarity measures of intuitionistic fuzzy sets based on Hausdorff distance
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Pattern Recognition Letters
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Similarity measures of intuitionistic fuzzy sets based on L p metric
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On the J-divergence of intuitionistic fuzzy sets with its application to pattern recognition
Information Sciences: an International Journal
On similarity measures between intuitionistic fuzzy sets
International Journal of Intelligent Systems
Intuitionistic fuzzy set vs. fuzzy set application in medical pattern recognition
Artificial Intelligence in Medicine
A unified methodology for the efficient computation of discrete orthogonal image moments
Information Sciences: an International Journal
A note on similarity measures between vague sets and between elements
Information Sciences: an International Journal
A novel approach to multi-attribute decision making based on intuitionistic fuzzy sets
Expert Systems with Applications: An International Journal
Consistency of 2D and 3D distances of intuitionistic fuzzy sets
Expert Systems with Applications: An International Journal
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On the Mitchell similarity measure and its application to pattern recognition
Pattern Recognition Letters
Similarity measures between vague sets and between elements
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Cosine similarity measures for intuitionistic fuzzy sets and their applications
Mathematical and Computer Modelling: An International Journal
New similarity measures between intuitionistic fuzzy sets and between elements
Mathematical and Computer Modelling: An International Journal
International Journal of Intelligent Systems
Modified cosine similarity measure between intuitionistic fuzzy sets
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
A comment on "On the Mitchell similarity measure and its application to pattern recognition"
Pattern Recognition Letters
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A detailed analysis of the distance and similarity measures for intuitionistic fuzzy sets proposed in the past is presented in this paper. This study aims to highlight the main theoretical and computational properties of the measures under study, while the relationships between them are also investigated. Along with the literature review, a comparison of the analyzed distance and similarity measures from a pattern recognition point of view in three different classification cases is also presented. Initially, some artificial counter-intuitive recognition cases are considered, while in a second phase real data from medical and well known pattern recognition benchmark problems are used to examine the discrimination abilities of the studied measures. Moreover, all the measures are applied in a face recognition problem for the first time and useful conclusions are drawn regarding the accuracy and confidence of the recognition results. Finally, the measures' suitability and their drawbacks that make the development of more robust and efficient measures' a still open issue are discussed.