메뉴 건너뛰기




Volumn , Issue , 2010, Pages 432-435

Utilization of dynamic reducts to improve performance of the Rule-Based Similarity model for highly-dimensional data

Author keywords

Classification; Rule Based Similarity; Similarity learning

Indexed keywords

ATTRIBUTE SELECTION; CLASSIFICATION; CLASSIFICATION ALGORITHM; EXTENDED MODEL; FEATURE CONTRASTS; MICROARRAY DATA SETS; ORIGINAL MODEL; RANDOM FORESTS; REDUCTS; ROUGH SET; RULE BASED; SIMILARITY LEARNING; SIMILARITY MODELS; SIMILARITY RELATIONS;

EID: 78649830865     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI-IAT.2010.118     Document Type: Conference Paper
Times cited : (5)

References (14)
  • 1
    • 77954882609 scopus 로고    scopus 로고
    • Rule-based similarity for classification
    • 15-18 September 2009, Milan, Italy. Los Alamitos, CA, USA: IEEE Computer Society
    • A. Janusz, "Rule-based similarity for classification," in Proceedings of the WI/IAT 2009 Workshops, 15-18 September 2009, Milan, Italy. Los Alamitos, CA, USA: IEEE Computer Society, 2009, pp. 449-452.
    • (2009) Proceedings of the WI/IAT 2009 Workshops , pp. 449-452
    • Janusz, A.1
  • 3
    • 25444528447 scopus 로고    scopus 로고
    • Feature selection and classification for microarray data analysis: Evolutionary methods for identifying predictive genes
    • [Online]. Available
    • T. Jirapech-Umpai and S. Aitken, "Feature selection and classification for microarray data analysis: Evolutionary methods for identifying predictive genes," BMC Bioinformatics, vol. 6, no. 1, p. 148, 2005. [Online]. Available: http://www.biomedcentral.com/1471-2105/6/148
    • (2005) BMC Bioinformatics , vol.6 , Issue.1 , pp. 148
    • Jirapech-Umpai, T.1    Aitken, S.2
  • 5
  • 8
    • 78649863120 scopus 로고    scopus 로고
    • Discovering rules-based similarity in microarray data
    • ser. LNAI. Heidelberg: Springer, 2010, In print June
    • A. Janusz, "Discovering rules-based similarity in microarray data," in Proceedings of IPMU'2010, ser. LNAI. Heidelberg: Springer, 2010, in print June 2010.
    • (2010) Proceedings of IPMU'2010
    • Janusz, A.1
  • 9
    • 0019699783 scopus 로고
    • Information systems, theoretical foundations
    • Z. Pawlak, "Information systems, theoretical foundations," Information Systems, vol. 3, no. 6, pp. 205-218, 1981.
    • (1981) Information Systems , vol.3 , Issue.6 , pp. 205-218
    • Pawlak, Z.1
  • 10
    • 58149411184 scopus 로고
    • Features of similarity
    • A. Tversky, "Features of similarity," Psychological Review, vol. 84, pp. 327-352, 1977.
    • (1977) Psychological Review , vol.84 , pp. 327-352
    • Tversky, A.1
  • 11
    • 0035493279 scopus 로고    scopus 로고
    • On efficient handling of continuous attributes in large data bases
    • H. S. Nguyen, "On efficient handling of continuous attributes in large data bases," Fundamenta Informaticae, vol. 48, no. 1, pp. 61-81, 2001.
    • (2001) Fundamenta Informaticae , vol.48 , Issue.1 , pp. 61-81
    • Nguyen, H.S.1
  • 12
    • 0000255880 scopus 로고    scopus 로고
    • A comparison of dynamic and non-dynamic rough set methods for extracting laws from decision tables
    • L. Polkowski and A. Skowron, Eds. Physica Verlag
    • J. G. Bazan, "A comparison of dynamic and non-dynamic rough set methods for extracting laws from decision tables," in Rough Sets in Knowledge Discovery 2: Applications, Case Studies and Software Systems, L. Polkowski and A. Skowron, Eds. Physica Verlag, 1998, pp. 321-365.
    • (1998) Rough Sets in Knowledge Discovery 2: Applications, Case Studies and Software Systems , pp. 321-365
    • Bazan, J.G.1
  • 13
    • 79956285071 scopus 로고    scopus 로고
    • RSCTC'2010 discovery challenge: Mining DNA microarray data for medical diagnosis and treatment
    • ser. LNAI Heidelberg: Springer
    • M. Wojnarski and A. Janusz et al., "RSCTC'2010 discovery challenge: Mining DNA microarray data for medical diagnosis and treatment," in Proceedings of RSCTC 2010, ser. LNAI, vol. 6086. Heidelberg: Springer, 2010, pp. 4-19.
    • (2010) Proceedings of RSCTC 2010 , vol.6086 , pp. 4-19
    • Wojnarski, M.1    Janusz, A.2
  • 14
    • 84907095419 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing
    • Vienna, Austria [Online]. Available
    • R Development Core Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria, 2008. [Online]. Available: http://www.R-project.org
    • (2008) R Foundation for Statistical Computing


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.