IEEE - Institute of Electrical and Electronics Engineers, Inc. - An evolutionary attribute clustering and selection method based on feature similarity

2010 IEEE Congress on Evolutionary Computation (CEC)

Author(s): Tzung-Pei Hong ; Po-Cheng Wang ; Chuan-Kang Ting
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Barcelona, Spain, Spain
Conference Date: 18 July 2010
Page(s): 1 - 5
ISBN (CD): 978-1-4244-6910-9
ISBN (Electronic): 978-1-4244-6911-6
ISBN (Paper): 978-1-4244-6909-3
DOI: 10.1109/CEC.2010.5585918
Regular:

In the past, we proposed a GA-based clustering method for attribute clustering and feature selection. The fitness of each individual was evaluated using both the average accuracy of attribute... View More

Advertisement