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GECCO
2007
Springer
179views Optimization» more  GECCO 2007»
15 years 10 months ago
Evolutionary selection of minimum number of features for classification of gene expression data using genetic algorithms
Selecting the most relevant factors from genetic profiles that can optimally characterize cellular states is of crucial importance in identifying complex disease genes and biomark...
Alper Küçükural, Reyyan Yeniterzi...
ICDE
2006
IEEE
169views Database» more  ICDE 2006»
15 years 10 months ago
Unsupervised Outlier Detection in Time Series Data
Fraud detection is of great importance to financial institutions. This paper is concerned with the problem of finding outliers in time series financial data using Peer Group Analy...
Zakia Ferdousi, Akira Maeda
ICC
2007
IEEE
132views Communications» more  ICC 2007»
15 years 8 months ago
Supporting Bulk Data Transfers of High-End Applications with Guaranteed Completion Time
In high-end grid networks, distributed resources (scientific instruments, CPUs, storages, etc.) are interconnected to support computing-intensive and data-intensive applications, w...
Bin Bin Chen, Pascale Vicat-Blanc Primet
JSW
2007
191views more  JSW 2007»
15 years 4 months ago
Building Self-Configuring Data Centers with Cross Layer Coevolution
Abstract—This paper describes a biologically-inspired architecture, called SymbioticSphere, which allows data centers to autonomously adapt to dynamic environmental changes. Symb...
Paskorn Champrasert, Junichi Suzuki
143
Voted
CEC
2009
IEEE
15 years 11 months ago
A Bacterial Evolutionary Algorithm for automatic data clustering
This paper describes an evolutionary clustering algorithm, which can partition a given dataset automatically into the optimal number of groups through one shot of optimization. The...
Swagatam Das, Archana Chowdhury, Ajith Abraham