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Volumn , Issue , 2011, Pages 318-324

Increased classification accuracy and speedup through pair-wise feature selection for support vector machines

Author keywords

Feature Selection; Pair wise; Plankton; Support Vector Machines; SVM; Wrappers

Indexed keywords

PAIR-WISE; PLANKTON; SUPPORT VECTOR; SVM; WRAPPERS;

EID: 79961183923     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIDM.2011.5949457     Document Type: Conference Paper
Times cited : (4)

References (20)
  • 1
    • 0035493223 scopus 로고    scopus 로고
    • A system for high-resolution zooplankton imaging
    • October
    • Scott Samson et al., "A system for high-resolution zooplankton imaging," IEEE Journal of Oceanic Engineering, vol. 26, no. 4, October 2001.
    • (2001) IEEE Journal of Oceanic Engineering , vol.26 , Issue.4
    • Samson, S.1
  • 2
    • 79961186908 scopus 로고    scopus 로고
    • Observations of plankton and detrital particle distribution on the West Florida Shelf using SIPPER-2 and an automated classification system
    • under preparation
    • Andrew Remsen, Scott Samson, Thomas Hopkins, and Kurt Kramer, "Observations of plankton and detrital particle distribution on the West Florida Shelf using SIPPER-2 and an automated classification system," Journal of Plankton Research, under preparation.
    • Journal of Plankton Research
    • Remsen, A.1    Samson, S.2    Hopkins, T.3    Kramer, K.4
  • 4
    • 21844432939 scopus 로고    scopus 로고
    • Active learning to recognize multiple types of plankton
    • December
    • Tang Luo et al., "Active Learning to Recognize Multiple Types of Plankton," Journal of Machine Learning Research, vol. 6, pp. 589 - 613, December 2005.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 589-613
    • Luo, T.1
  • 6
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • December
    • John Ron Kohavi and H George, "Wrappers for feature subset selection," Artificial Intelegence, vol. 97, no. 1, pp. 273-324, December 1997.
    • (1997) Artificial Intelegence , vol.97 , Issue.1 , pp. 273-324
    • Kohavi, J.R.1    George, H.2
  • 11
    • 0028461417 scopus 로고
    • Automated learning of decision rules for text categorization
    • C. Apte et al., "Automated Learning of Decision Rules for Text Categorization," ACM Transactions on Information Systems, vol. 12, pp. 233-251, 1994.
    • (1994) ACM Transactions on Information Systems , vol.12 , pp. 233-251
    • Apte, C.1
  • 14
    • 3442875566 scopus 로고    scopus 로고
    • Recognizing plankton images from the shadow image particle profiling evaluation recorder
    • August
    • Tong Luo et al., "Recognizing Plankton Images from the Shadow Image Particle Profiling Evaluation Recorder.," IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, vol. 34, no. 4, pp. 1753- 1762, August 2004.
    • (2004) IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics , vol.34 , Issue.4 , pp. 1753-1762
    • Luo, T.1
  • 19
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical tests for comparing supervised classification learning algorithms
    • Thomas G. Dietterich, "Approximate statistical tests for comparing supervised classification learning algorithms," Neural Computation, vol. 10, no. 7, pp. 1895-1923, October 1998. (Pubitemid 128463689)
    • (1998) Neural Computation , vol.10 , Issue.7 , pp. 1895-1923
    • Dietterich, T.G.1
  • 20
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based machines
    • Dec.
    • Koby Crammer and Yoram Singer, "On the algorithmic implementation of multiclass kernel-based machines," Journal of Machine Learning Research, vol. 2, pp. 265-292, Dec. 2001.
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.