Evolutionary-class independent LDA as a pre-process for improving classification

Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009

Volumn , Issue , 2009, Pages 1909-1910

  Moeinzadeh, Hossein ^a   Mohammadi, M Mehdi ^a   Akbari, Ahmad ^a   Nasersharif, Babak ^b  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

^b UNIVERSITY OF GUILAN   (Iran)

Author keywords

Classification; Evolutionary algorithm; Genetic algorithm; Linear discriminate analysis; Particle swarm optimization; Pre processing; Transformation matrix

Indexed keywords

CLASSIFICATION; CLASSIFICATION ACCURACY; DISCRIMINATE ANALYSIS; EVOLUTIONARY METHOD; OPTIMAL TRANSFORMATION; PRE-PROCESSING; PRE-PROCESSING ALGORITHMS; PRE-PROCESSING METHOD; TRANSFORMATION MATRICES;

AGRICULTURAL PRODUCTS; CLASSIFIERS; LEARNING SYSTEMS; MATRIX ALGEBRA; OPTICAL COMMUNICATION; PARTICLE SWARM OPTIMIZATION (PSO); PROCESSING;

GENETIC ALGORITHMS;

EID: 72749095240     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1569901.1570230     Document Type: Conference Paper

References (7)

1. Fisher, R. The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7, 1936, 179-188.
2. Halkidi, M., Vazirgiannis, M. and Batistaks, I. Quality Scheme Assessment in the Cluster Process. In Proceedings of the PKDD, Lyon, France, 2000
3. Duda, R. O., Hart, P. E. and Stork, D. Pattern Classification. Wiley, 2000.
4. http://archive.ics.uci.edu/ml/datasets.html
5. Witten, H. and Frank, E. Data Mining: Practical Machine Learning Tools and Techniques. second edition, Elsevier Science & Technology, 2005.
6. http://www.cs.waikato.ac.nz/ml/weka/
7. Engelbrecht, A. P. Particle swarm optimization: Where does it belong?. In Proceedings of the IEEE Swarm Intell. Symp., May 2006, 48-54