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Volumn , Issue , 2008, Pages 823-834

Outlier and Exception Analysis in Rough Sets and Granular Computing

Author keywords

Approximate clusters; Information granules concept; Knowledge elicitation process; Machine learning problem; Ontology matching and knowledge elicitation; Outlier analysis scheme; Outlier intensional knowledge elicitation; Probabilistic approach statistical discordancy series tests

Indexed keywords


EID: 84857419940     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9780470724163.ch37     Document Type: Chapter
Times cited : (5)

References (18)
  • 2
    • 0004169830 scopus 로고
    • Outliers in Statistical Data
    • John Wiley and Sons Ltd, New York, July
    • V. Barnett and T. Lewis. Outliers in Statistical Data. John Wiley and Sons Ltd, New York, July 1978.
    • (1978)
    • Barnett, V.1    Lewis, T.2
  • 3
    • 7544223741 scopus 로고    scopus 로고
    • A survey of outlier detection methodologies
    • V. Hodge and J. Austin. A survey of outlier detection methodologies. Artif. Intell. Rev. 22(2) (2004) 85-126.
    • (2004) Artif. Intell. Rev. , vol.22 , Issue.2 , pp. 85-126
    • Hodge, V.1    Austin, J.2
  • 4
    • 0039253819 scopus 로고    scopus 로고
    • Lof: identifying density-based local outliers
    • M.M. Breunig, H.-P. Kriegel, R.T. Ng, and J. Sander. Lof: identifying density-based local outliers. SIGMOD Ree. 29(2) (2000) 93-104.
    • (2000) SIGMOD Ree , vol.29 , Issue.2 , pp. 93-104
    • Breunig, M.M.1    Kriegel, H.-P.2    Ng, R.T.3    Sander, J.4
  • 5
    • 0034133513 scopus 로고    scopus 로고
    • Distance-based outliers: Algorithms and applications
    • E.M. Knorr, R.T. Ng, and V. Tucakov. Distance-based outliers: Algorithms and applications. VLDB J. 8(3) (2000) 237-253.
    • (2000) VLDB J. , vol.8 , Issue.3 , pp. 237-253
    • Knorr, E.M.1    Ng, R.T.2    Tucakov, V.3
  • 7
    • 0012016870 scopus 로고    scopus 로고
    • Granular Computing: An Emerging Paradigm
    • (ed.), Physica-Verlag GmbH, Heidelberg, Germany
    • W. Pedrycz (ed.) . Granular Computing: An Emerging Paradigm. Physica-Verlag GmbH, Heidelberg, Germany, 2001.
    • (2001)
    • Pedrycz, W.1
  • 8
    • 21744440313 scopus 로고    scopus 로고
    • From imprecise to granular probabilities
    • L.A. Zadeh. From imprecise to granular probabilities. Fuzzy Sets Syst. 154(3) (2005) 370-374.
    • (2005) Fuzzy Sets Syst. , vol.154 , Issue.3 , pp. 370-374
    • Zadeh, L.A.1
  • 9
    • 0003397496 scopus 로고
    • Rough Sets: Theoretical Aspects of Reasoning about Data
    • Kluwer Academic Publishers, Norwell, MA
    • Z. Pawlak. Rough Sets: Theoretical Aspects of Reasoning about Data. Kluwer Academic Publishers, Norwell, MA, 1992.
    • (1992)
    • Pawlak, Z.1
  • 10
    • 0000494080 scopus 로고    scopus 로고
    • Rough mereology: A new paradigm for approximate reasoning
    • L. Polkowski and A. Skowron. Rough mereology: A new paradigm for approximate reasoning. J. Approx. Reason. 15(4) (1996) 333-365.
    • (1996) J. Approx. Reason. , vol.15 , Issue.4 , pp. 333-365
    • Polkowski, L.1    Skowron, A.2
  • 11
    • 0004255908 scopus 로고    scopus 로고
    • Machine Learning
    • McGraw-Hill, New York
    • T.M. Mitchell. Machine Learning. McGraw-Hill, New York, 1997.
    • (1997)
    • Mitchell, T.M.1
  • 12
    • 0004148662 scopus 로고    scopus 로고
    • Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce
    • Springer-Verlag New York, Inc., Secaucus, NJ
    • D. Fensel. Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce. Springer-Verlag New York, Inc., Secaucus, NJ, 2003.
    • (2003)
    • Fensel, D.1
  • 13
    • 33646727590 scopus 로고    scopus 로고
    • Eliciting domain knowledge in handwritten digit recognition
    • In: S.K. Pal, S. Bandyopadhyay and S. Biswas (eds) ,, of Lecture Notes in Computer Science. Springer-Verlag GmbH, Kolkata, India
    • T.T. Nguyen. Eliciting domain knowledge in handwritten digit recognition. In: S.K. Pal, S. Bandyopadhyay and S. Biswas (eds) , First International Conference on Pattern Recognition and Machine Intelligence. Vol. 3776 of Lecture Notes in Computer Science. Springer-Verlag GmbH, Kolkata, India, 2005, pp. 762-767.
    • (2005) First International Conference on Pattern Recognition and Machine Intelligence , vol.3776 , pp. 762-767
    • Nguyen, T.T.1
  • 14
    • 2342662961 scopus 로고    scopus 로고
    • Constructing rough mereological granules of classifying rales and classifying algorithms
    • In: B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, R.R. Yager, and J. Kacprzyk (eds) ,, Physica-Verlag, GmbH, Heidelberg, Germany
    • L. Polkowski and A. Skowron. Constructing rough mereological granules of classifying rales and classifying algorithms. In: B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, R.R. Yager, and J. Kacprzyk (eds) , Technologies for Constructing Intelligent Systems I. Physica-Verlag, GmbH, Heidelberg, Germany, pp. 57-70.
    • Technologies for Constructing Intelligent Systems I , pp. 57-70
    • Polkowski, L.1    Skowron, A.2
  • 17
    • 10444268297 scopus 로고    scopus 로고
    • Outliers and Data Mining: Finding Exceptions in Data
    • Ph.D. Thesis. University of British Columbia, April
    • E.M. Knorr. Outliers and Data Mining: Finding Exceptions in Data. Ph.D. Thesis. University of British Columbia, April 2002.
    • (2002)
    • Knorr, E.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.