A Heuristic Approach to Possibilistic Clustering: Algorithms and Applications

• Κύριος συγγραφέας: Viattchenin, Dmitri A. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: Studies in Fuzziness and Soft Computing, 297
• Θέματα: Engineering.; Data mining.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).

The present book outlines a new approach to possibilistic clustering in which the sought clustering structure of the set of objects is based directly on the formal definition of fuzzy cluster and the possibilistic memberships are determined directly from the values of the pairwise similarity of obje...

Πίνακας περιεχομένων:

• Introduction
• Heuristic Algorithms of Possibilistic Clustering
• Clustering Approaches for the Uncertain Data
• Applications of the Heuristic Algorithms of Possibilistic Clustering.