메뉴 건너뛰기




Volumn 34, Issue 1, 2008, Pages 773-779

Computer aided medical diagnosis system based on principal component analysis and artificial immune recognition system classifier algorithm

Author keywords

AIRS; Artificial immune system; Lung cancer; Medical diagnosis; Principal component analysis (PCA)

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; IMMUNOLOGY; LEARNING SYSTEMS; ONCOLOGY; PRINCIPAL COMPONENT ANALYSIS; PROBLEM SOLVING;

EID: 34248550560     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2006.10.011     Document Type: Article
Times cited : (27)

References (17)
  • 2
    • 34248558341 scopus 로고    scopus 로고
    • Bajio, F. E. & Poulet, F. (2005). Dimension reduction for visual data mining. In International Symposium on Applied Stochastic Models and Data Analysis (ASMDA-2005).
  • 3
    • 34248556761 scopus 로고    scopus 로고
    • Blake, C. L., & Merz, C. J. (1996). UCI Reporsitory of Machine Learning Databases, .
  • 4
    • 34248509561 scopus 로고    scopus 로고
    • Boström, H. (2005). Maximizing the area under the ROC curve using incremental reduced error pruning. In Proceedings of the ICML 2005 workshop on ROC analysis in machine learning.
  • 6
    • 35248846129 scopus 로고    scopus 로고
    • Revisiting the foundations of Artificial Immune Systems: a problem oriented perspective
    • Freitas A., and Timmis J. Revisiting the foundations of Artificial Immune Systems: a problem oriented perspective. Lecture Notes in Computer Science 2787 (2003) 229-241
    • (2003) Lecture Notes in Computer Science , vol.2787 , pp. 229-241
    • Freitas, A.1    Timmis, J.2
  • 7
    • 0141682945 scopus 로고    scopus 로고
    • Goodman, D. E., Boggess, L., & Watkins, A., 2003. An investigation into the source of power for AIRS, an artificial immune classification system. In Proceedings of the international joint conference on neural networks (IJCNN'03) (pp. 1678-1683). Portland: Oregon July 2003.
  • 8
    • 34248552372 scopus 로고    scopus 로고
    • , (last accessed: June, 12, 2006.
  • 9
    • 33646424084 scopus 로고    scopus 로고
    • Iris, Hendrickx, & Antal, van den Bosch. (2005). Hybrid algorithms with instance-based classification. In Proceedings of the 16th european conference on machine learning, Porto, Portugal, 2005. Lecture Notes in Computer Science 3720 (pp. 158-169). Berlin: Springer Verlag.
  • 10
    • 34248558340 scopus 로고    scopus 로고
    • Kohavi, R. & Provost, F. (1998). Glossary of terms. Editorial for the special issue on applications of machine learning and the knowledge discovery process, 30, Number 2/3.
  • 11
    • 1942451938 scopus 로고    scopus 로고
    • Lei Yu, & Huan Liu. (2003). Feature selection for high-dimensional data: a fast correlation-based filter solution. In Proceedings of the twentieth international conference on machine leaning (ICML-03) (pp. 856-863), Washington, DC.
  • 12
    • 34248533030 scopus 로고    scopus 로고
    • Lindsay, I. & Smith, (2002). A tutorial on principal components analysis. .
  • 13
    • 0018567632 scopus 로고
    • Theoretical studies of clonal selection: minimal antibody repertoire size and reliability of self-nonself discrimination
    • Perelson A.S., and Oster G.F. Theoretical studies of clonal selection: minimal antibody repertoire size and reliability of self-nonself discrimination. Journal of Theoretical Biology 81 (1979) 645-670
    • (1979) Journal of Theoretical Biology , vol.81 , pp. 645-670
    • Perelson, A.S.1    Oster, G.F.2
  • 14
    • 33746807501 scopus 로고    scopus 로고
    • A new method to medical diagnosis: artificial immune recognition system (AIRS) with Fuzzy weighted pre-processing and application to ECG arrhythmia
    • Polat K., Şahan S., and Güneş S. A new method to medical diagnosis: artificial immune recognition system (AIRS) with Fuzzy weighted pre-processing and application to ECG arrhythmia. Expert Systems with Applications 32 2 (2005) 264-269
    • (2005) Expert Systems with Applications , vol.32 , Issue.2 , pp. 264-269
    • Polat, K.1    Şahan, S.2    Güneş, S.3
  • 15
    • 22944488897 scopus 로고    scopus 로고
    • Tan, Peter J. & Dowe, David L. (2004). MML inference of oblique decision trees. In Australian Conference on Artificial Intelligence 2004 (pp.1082-1088).
  • 16
    • 0042198967 scopus 로고    scopus 로고
    • Feature extraction and dimensionality reduction algorithms and their applications in vowel recognition. Pattern Recognition
    • Wang X., and Paliwal K.K. Feature extraction and dimensionality reduction algorithms and their applications in vowel recognition. Pattern Recognition. The Journal of The Pattern Recognition Society 36 (2003) 2429-2439
    • (2003) The Journal of The Pattern Recognition Society , vol.36 , pp. 2429-2439
    • Wang, X.1    Paliwal, K.K.2
  • 17
    • 34248544066 scopus 로고    scopus 로고
    • Watkins, A. (2001). AIRS: A Resource Limited Artificial Immune Classifier, Master Thesis, Mississippi State University.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.