Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5507 LNCS, Issue PART 2, 2009, Pages 485-492

  Hlalele, Nthabiseng ^a   Nelwamondo, Fulufhelo ^b   Marwala, Tshilidzi ^a  

^a UNIVERSITY OF THE WITWATERSRAND   (South Africa)

^b HARVARD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; MISSING DATA; NEURO-FUZZY; NEURO-FUZZY MODEL;

DATA PROCESSING; GENETIC ALGORITHMS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 70349113868     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03040-6_59     Document Type: Conference Paper

References (8)

1. Dhillon, I., Kogan, J., Nicholas, C.: Feature selection and document clustering. In: Berry, M.W. (ed.) Survey of Text Mining, pp. 73-100 (2003)
2. Dy, J.G., Brodley, C.E.: Feature selection for unsupervised learning. Journal of Machine Learning Research 5, 845-889 (2004)
3. Koller, D., Sahami, M.: Hierarchically classifying documents using very few words. In: ICML 1997: Proceedings of the Fourteenth International Conference on Machine Learning, pp. 170-178 (1997)
4. Lewis, D.D.: Reuters-21578 text categorization test collection distribution 1.0 (1999), http://www.daviddlewis.com
5. Li, Y., Dong, M., Hua, J.: Localized feature selection for clustering. Pattern Recognition Letters 29(1), 10-18 (2008)
6. Slonim, N., Friedman, N., Tishby, N.: Unsupervised document classification using sequential information maximization. In: Proceedings of the 25th International ACM SIGIR Conference, pp. 129-136 (2002)
7. Steinbach, M., Karypis, G., Kumar, V.: A comparison of document clustering techniques. Technical Report, Department of Computer Science and Engineering, University of Minnesota (2000)
8. Tang, B., Shepherd, M., Milios, E., Heywood, M.I.: Comparing and combining dimension reduction techniques for efficient text clustering. In: International Workshop on Feature Selection for Data Mining (2005)