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IJIT
2004
15 years 9 months ago
A Fuzzy Classifier with Evolutionary Design of Ellipsoidal Decision Regions
A fuzzy classifier using multiple ellipsoids approximating decision regions for classification is to be designed in this paper. An algorithm called Gustafson-Kessel algorithm (GKA)...
Leehter Yao, Kuei-Song Weng, Cherng-Dir Huang
ESA
2006
Springer
89views Algorithms» more  ESA 2006»
15 years 11 months ago
Spectral Clustering by Recursive Partitioning
Anirban Dasgupta, John E. Hopcroft, Ravi Kannan, P...
SODA
2008
ACM
95views Algorithms» more  SODA 2008»
15 years 9 months ago
On clustering to minimize the sum of radii
Matt Gibson, Gaurav Kanade, Erik Krohn, Imran A. P...
GECCO
2007
Springer
163views Optimization» more  GECCO 2007»
16 years 1 months ago
Exploring medical data using visual spaces with genetic programming and implicit functional mappings
Two medical data sets (Breast cancer and Colon cancer) are investigated within a visual data mining paradigm through the unsupervised construction of virtual reality spaces using ...
Julio J. Valdés, Robert Orchard, Alan J. Ba...
TEC
2008
93views more  TEC 2008»
15 years 7 months ago
The Self-Organization of Interaction Networks for Nature-Inspired Optimization
Over the last decade, significant progress has been made in understanding complex biological systems, however there have been few attempts at incorporating this knowledge into natu...
James M. Whitacre, Ruhul A. Sarker, Q. Tuan Pham