Title :
Initialization of Masses by the Okm for the Belief Function Theory: Application to System Biology
Author :
Regis, Sebstien ; Doncescu, Andrei ; Takizawa, Makoto ; Cleuziou, Guillaume
Author_Institution :
Univ. des Antilles et de la Guyane, Pointe-à-Pitre, Guadeloupe
Abstract :
In this paper we present a method of initialization of the masses for the belief function theory using the method of the Overlapping k-means (Okm). The Okm enables to create masses from union of singletons. The technic is presented with first experimental results on bioprocesses are presented.
Keywords :
Bayes methods; biology computing; pattern classification; belief function theory; bioprocesses; overlapping k-means; singleton union; system biology; Clustering algorithms; Mathematical model; Pattern recognition; Physiology; Production; Prototypes; Uncertainty; Bioprocess; Overlapping k-means; belief function theory;
Conference_Titel :
Advanced Information Networking and Applications Workshops (WAINA), 2012 26th International Conference on
Conference_Location :
Fukuoka
Print_ISBN :
978-1-4673-0867-0
DOI :
10.1109/WAINA.2012.222
