145 Citations
Opérateurs d'agrégation pour la mesure de similarité. Application à l'ambiguïté en reconnaissance de formes. (Aggregation operators for similarity measures. Application to ambiguity in pattern recognition)
- Philosophy, Computer Science
- 2009
Dans cette these, nous nous interessons a deux problemes de reconnaissance de formes : l'option de rejet en classification supervisee, et la determination du nombre de classes en classification non…
Divergence Measures: From Uncertainty to Imprecision
- Computer Science
- 2018
Following a path similar to the one considered to obtain fuzziness measures from uncertainty measures, the concept of divergence measures is defined, which was proposed as a tool for comparing two fuzzy sets and some possible generalizations are considered.
On the Use of Fuzzy Constraints in Semisupervised Clustering
- Computer ScienceIEEE Transactions on Fuzzy Systems
- 2016
This paper introduces Fuzzy HSS, a semisupervised hierarchical clustering approach that uses fuzzy instance-level constraints. These constraints are external information on the shape of fuzzy…
FILTER METHOD FOR FEATURE SELECTION USING FUZZINESS INDEX NUMBER WITH FUZZY K-NEAREST NEIGHBOR CLASSIFIER
- Computer Science
- 2020
Lappeenranta-Lahti University of Technology LUT School of Engineering Science Computational Engineering and Technical Physics Techno-mathematics is teaching a new generation of scientists and engineers to tackle the challenge of “smart grids”.
ANew Fuzzy Information Inequalities and its Applications in Establishing Relation among Fuzzy f -DivergenceMeasures
- Computer Science
- 2021
New information inequalities on fuzzy measures and their applications in pattern recognition are introduced and relations between new and well known fuzzy divergence measures are established with help of the fuzzy f -divergence measures and jensen’s inequality.
Measures of inclusion and entropy based on the φ-index of inclusion
- Computer Science, MathematicsFuzzy Sets Syst.
- 2021
Fine-Tuning the Fuzziness of Strong Fuzzy Partitions through PSO
- Computer ScienceInt. J. Comput. Intell. Syst.
- 2020
This paper proposes a formulation of the parameter space that enables the exploration of all possible levels of fuzziness in a SFP and develops a particular representation of the trapezoidal fuzzy sets that is based on the concept of cuts.
Shadowed sets with higher approximation regions
- Computer ScienceSoft Comput.
- 2020
Five-region shadowed set, which effectively deals with the issue of uncertainty balance, is introduced and a closed-form formula for determining its optimum partition thresholds is provided and generalized to n ( ≥ 5) - region shadowed sets.
References
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A Definition of a Nonprobabilistic Entropy in the Setting of Fuzzy Sets Theory
- Computer ScienceInf. Control.
- 1972