메뉴 건너뛰기




Volumn 1, Issue 4, 2006, Pages 253-260

Automated identification of diseases related to lymph system from lymphography data using artificial immune recognition system with fuzzy resource allocation mechanism (fuzzy-AIRS)

Author keywords

AIRS; Expert system; Fuzzy resource allocation; k Fold cross validation; Lymph diseases

Indexed keywords

ACCURACY; ARTICLE; ARTIFICIAL IMMUNE RECOGNITION SYSTEM; AUTOMATION; DISEASE CLASSIFICATION; FUZZY SYSTEM; HUMAN; IMMUNE SYSTEM; INFORMATION PROCESSING; INTERNET; LEARNING ALGORITHM; LYMPHATIC SYSTEM DISEASE; LYMPHOGRAPHY; MEMORY CELL; PRIORITY JOURNAL; RESOURCE ALLOCATION; VALIDATION PROCESS;

EID: 33847029238     PISSN: 17468094     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bspc.2006.11.001     Document Type: Article
Times cited : (19)

References (15)
  • 1
    • 33847036270 scopus 로고    scopus 로고
    • http://www.merck.com/mmhe/sec03/ch037/ch037a.html (last accessed: October, 2006).
  • 2
    • 33847009797 scopus 로고    scopus 로고
    • A. Watkins, AIRS: A Resource Limited Artificial Immune Classifier, Master Thesis, Mississippi State University, 2001.
  • 3
    • 0141682945 scopus 로고    scopus 로고
    • D.E. Goodman, L. Boggess, A. Watkins, 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), Portland, Oregon July 2003, pp. 1678-1683.
  • 4
    • 31444446724 scopus 로고    scopus 로고
    • An unsupervised artificial immune classifier for multi/hyper-spectral remote sensing image
    • Zhong Y., Zhang L., Huang B., and Li P. An unsupervised artificial immune classifier for multi/hyper-spectral remote sensing image. IEEE Trans. Geosci. Remote Sens. 44 2 (2006) 420-431
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.2 , pp. 420-431
    • Zhong, Y.1    Zhang, L.2    Huang, B.3    Li, P.4
  • 5
    • 33746809067 scopus 로고    scopus 로고
    • Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing
    • Polat K., Güne S., and Tosun S. Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing. Pattern Recogn. 39 (2006) 2186-2193
    • (2006) Pattern Recogn. , vol.39 , pp. 2186-2193
    • Polat, K.1    Güne, S.2    Tosun, S.3
  • 6
    • 33847077568 scopus 로고    scopus 로고
    • ftp://ftp.ics.uci.edu/pub/machine-learning-databases (last accessed: October, 2006).
  • 7
    • 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., Sahan S., Kodaz H., and Gunes S. A new method to medical diagnosis: artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia. Expert Syst. Appl. 31 2 (2006) 264-269
    • (2006) Expert Syst. Appl. , vol.31 , Issue.2 , pp. 264-269
    • Polat, K.1    Sahan, S.2    Kodaz, H.3    Gunes, S.4
  • 9
    • 26944458433 scopus 로고    scopus 로고
    • The medical applications of attribute weighted artificial immune system (AWAIS): diagnosis of heart and diabetes diseases
    • Sahan S., Polat K., Kodaz H., and Gunes S. The medical applications of attribute weighted artificial immune system (AWAIS): diagnosis of heart and diabetes diseases. Lect. Notes Comput. Sci. 3627 (2005) 456-468
    • (2005) Lect. Notes Comput. Sci. , vol.3627 , pp. 456-468
    • Sahan, S.1    Polat, K.2    Kodaz, H.3    Gunes, S.4
  • 11
    • 0018567632 scopus 로고
    • Theoretical studies of clonal selection: minimal antibody repertoire size and reliability of self-non-self discrimination
    • Perelson A.S., and Oster G.F. Theoretical studies of clonal selection: minimal antibody repertoire size and reliability of self-non-self discrimination. J. Theoret. Biol. 81 (1979) 645-670
    • (1979) J. Theoret. Biol. , vol.81 , pp. 645-670
    • Perelson, A.S.1    Oster, G.F.2
  • 12
    • 33847026015 scopus 로고    scopus 로고
    • G. Marwah, L. Boggess, Artificial immune systems for classification: some issues, in: Proceedings of the First International Conference on Art Immune Systems, University of Kent at Canterbury, England, 2002, pp. 149-153.
  • 13
    • 33847045524 scopus 로고    scopus 로고
    • R. Kohavi, F. Provost, Glossary of Terms. Editorial for the Special Issue on Applications of Machine Learning and the Knowledge Discovery Process, 30, Number 2/3.
  • 14
    • 3543121725 scopus 로고    scopus 로고
    • Artificial immune recognition system (AIRS): an immune-inspired supervised learning algorithm
    • Watkins A., Timmis J., and Boggess L. Artificial immune recognition system (AIRS): an immune-inspired supervised learning algorithm. Genetic Program. Evolvable Mach. 3 5 (2004) 291-317
    • (2004) Genetic Program. Evolvable Mach. , vol.3 , Issue.5 , pp. 291-317
    • Watkins, A.1    Timmis, J.2    Boggess, L.3
  • 15
    • 33847042654 scopus 로고    scopus 로고
    • N. Cheung, Machine learning techniques for medical analysis, School of Information Technology and Electrical Engineering, BSc thesis, University of Queenland, 2001.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.