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Volumn 87 CCIS, Issue PART 1, 2010, Pages 98-111

Classifier hypothesis generation using visual analysis methods

Author keywords

Text Categorisation; Visual Analysis

Indexed keywords

AUTOMATED ANALYSIS; CLASSIFICATION PERFORMANCE; CLASSIFIER PERFORMANCE; DOCUMENT REPOSITORIES; DOCUMENT SETS; HYPOTHESIS GENERATION; MACHINE LEARNING METHODS; TEXT CATEGORISATION; TRAINING EXAMPLE; TRAINING SETS; VISUAL ANALYSIS; VISUALISATION;

EID: 77955758946     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-14292-5_11     Document Type: Conference Paper
Times cited : (7)

References (24)
  • 1
    • 0000217085 scopus 로고
    • Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
    • Aha, D.W.: Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms. Int. J. Man-Mach. Stud. 36(2), 267-287 (1992)
    • (1992) Int. J. Man-Mach. Stud. , vol.36 , Issue.2 , pp. 267-287
    • Aha, D.W.1
  • 2
    • 0025725905 scopus 로고
    • Instance-based learning algorithms
    • Aha, D.W., Kibler, D., Albert, M.K.: Instance-based learning algorithms. Mach. Learn. 6(1), 37-66 (1991)
    • (1991) Mach. Learn. , vol.6 , Issue.1 , pp. 37-66
    • Aha, D.W.1    Kibler, D.2    Albert, M.K.3
  • 5
    • 0005088598 scopus 로고    scopus 로고
    • Research report: Visualizing decision table classifiers
    • IEEE Computer Society Press, Los Alamitos
    • Becker, B.G.: Research report: Visualizing decision table classifiers. In: Information Visualization. IEEE Computer Society Press, Los Alamitos (1998)
    • (1998) Information Visualization
    • Becker, B.G.1
  • 6
    • 34248592213 scopus 로고    scopus 로고
    • Visualization and analysis of classifiers performance in multiclass medical data
    • Diri, B., Albayrak, S.: Visualization and analysis of classifiers performance in multiclass medical data. Expert Systems with Applications 34(1), 628-634 (2008)
    • (2008) Expert Systems with Applications , vol.34 , Issue.1 , pp. 628-634
    • Diri, B.1    Albayrak, S.2
  • 8
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Nédellec, C., Rouveirol, C. (eds.) ECML 1998. Springer, Heidelberg
    • Joachims, T.: Text categorization with support vector machines: learning with many relevant features. In: Nédellec, C., Rouveirol, C. (eds.) ECML 1998. LNCS, vol. 1398, pp. 137-142. Springer, Heidelberg (1998)
    • (1998) LNCS , vol.1398 , pp. 137-142
    • Joachims, T.1
  • 9
    • 56749181071 scopus 로고    scopus 로고
    • Visual analytics: Combining automated discovery with interactive visualizations
    • Boulicaut, J.-F., Berthold, M.R., Horváth, T. (eds.) DS 2008. Springer, Heidelberg
    • Keim, D.A., Mansmann, F., Oelke, D., Ziegler, H.: Visual analytics: Combining automated discovery with interactive visualizations. In: Boulicaut, J.-F., Berthold, M.R., Horváth, T. (eds.) DS 2008. LNCS (LNAI), vol. 5255, pp. 2-14. Springer, Heidelberg (2008)
    • (2008) LNCS (LNAI) , vol.5255 , pp. 2-14
    • Keim, D.A.1    Mansmann, F.2    Oelke, D.3    Ziegler, H.4
  • 13
    • 70349977818 scopus 로고    scopus 로고
    • Map-based interfaces for information management in large text collections
    • Mayer, R., Roiger, A., Rauber, A.: Map-based interfaces for information management in large text collections. Journal of Digital Information Management 6(4), 294-302 (2008)
    • (2008) Journal of Digital Information Management , vol.6 , Issue.4 , pp. 294-302
    • Mayer, R.1    Roiger, A.2    Rauber, A.3
  • 19
    • 77955757360 scopus 로고    scopus 로고
    • A visualization to investigate and give feedback to classifiers. Poster and Demo at June unpublished
    • Seifert, C., Lex, E.: A visualization to investigate and give feedback to classifiers. Poster and Demo at Eurovis 2009 (June 2009) (unpublished)
    • (2009) Eurovis 2009
    • Seifert, C.1    Lex, E.2
  • 20
    • 68949137209 scopus 로고    scopus 로고
    • Active learning literature survey
    • University of Wisconsin-Madison
    • Settles, B.: Active learning literature survey. Computer Sciences Technical Report 1648, University of Wisconsin-Madison (2009)
    • (2009) Computer Sciences Technical Report 1648
    • Settles, B.1
  • 24
    • 33745456231 scopus 로고    scopus 로고
    • Technical Report 1530, Computer Sciences, University of Wisconsin
    • Zhu, X.: Semi-supervised learning literature survey. Technical Report 1530, Computer Sciences, University of Wisconsin (2008)
    • (2008) Semi-supervised Learning Literature Survey
    • Zhu, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.