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Volumn , Issue , 2010, Pages 373-378

Statistical classification and proportion estimation - An application to a macroinvertebrate image database

Author keywords

[No Author keywords available]

Indexed keywords

BAYES CLASSIFIER; BIOMONITORING; CLASSIFICATION ERRORS; CLASSIFICATION METHODS; CONFUSION MATRICES; CORRECTION METHOD; DATA SETS; DISTANCE MEASURE; FOREST CLASSIFIERS; IMAGE DATABASE; MACROINVERTEBRATES; MISCLASSIFICATION ERROR; PERFORMANCE CRITERION; STATISTICAL CLASSIFICATION;

EID: 78449286479     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MLSP.2010.5588324     Document Type: Conference Paper
Times cited : (14)

References (14)
  • 1
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    • A preliminary classification of running-water sites in great britain based on macro-invertebrate species and the prediction of community type using environmental data
    • J. F. Wright, D. Moss, P. D. Armitage, and M. T. Furse, "A preliminary classification of running-water sites in great britain based on macro-invertebrate species and the prediction of community type using environmental data," Freshwater Biology, vol. 14, pp. 221-256, 1984.
    • (1984) Freshwater Biology , vol.14 , pp. 221-256
    • Wright, J.F.1    Moss, D.2    Armitage, P.D.3    Furse, M.T.4
  • 2
    • 0034174315 scopus 로고    scopus 로고
    • Sustaining living rivers
    • J. R. Karr and E. W. Chu, "Sustaining living rivers," Hydrobiologia, vol. 422/423, pp. 1-14, 2000.
    • (2000) Hydrobiologia , vol.422-423 , pp. 1-14
    • Karr, J.R.1    Chu, E.W.2
  • 3
    • 84988123033 scopus 로고
    • Best linear corrector of classification estimates of proportions of objects in several unknown classes
    • J.-J. Fortier, "Best linear corrector of classification estimates of proportions of objects in several unknown classes," The Canadian Journal of Statistics, vol. 20, pp. 23-33, 1992.
    • (1992) The Canadian Journal of Statistics , vol.20 , pp. 23-33
    • Fortier, J.-J.1
  • 4
    • 38049091494 scopus 로고    scopus 로고
    • Random multiclass classification: Generalizing random forests to random MNL and random NB
    • Springer-Verlag
    • A. Prinzie and D. Van den Poel, "Random multiclass classification: Generalizing random forests to random MNL and random NB," 2007, LNCS 4653, Springer-Verlag.
    • (2007) LNCS , vol.4653
    • Prinzie, A.1    Van Den Poel, D.2
  • 7
    • 0029663226 scopus 로고    scopus 로고
    • Automatic classification of field-collected dinoflagellated by articial neural network
    • P. Culverhouse et al., "Automatic classification of field-collected dinoflagellated by articial neural network," Marine Ecology Progress Series, vol. 139, pp. 281-287, 1996.
    • (1996) Marine Ecology Progress Series , vol.139 , pp. 281-287
    • Culverhouse, P.1
  • 10
    • 0041935939 scopus 로고    scopus 로고
    • Bethesda, Maryland, USA
    • S. W. Rasband, ImageJ, U. S. National Insitutes of Health, Bethesda, Maryland, USA, 1997-2010, http://rsb.info.nih.gov/ij/.
    • (1997) ImageJ
    • Rasband, S.W.1
  • 12
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J. R. Quinlan, "Induction of decision trees," Machine Learning, vol. 1, pp. 81-106, 1986.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 14
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests," Machine Learning, vol. 45, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.