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Effects of large constituent size in variable neural ensemble classifier for breast mass classification

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Effects of large constituent size in variable neural ensemble classifier for breast mass classification
นักวิจัย : McLeod, Peter. , Verma, Brijesh.
คำค้น : LIBRARY OF CONGRESS NEEDED , Applied research. , 890202 Application Tools and System Utilities. , 080108 Neural, Evolutionary and Fuzzy Computation. , 080109 Pattern Recognition and Data Mining. , Ensemble classifiers -- Neural networks -- Digital mammography , Conference Paper. Full Paper (Refereed) , Conference Paper. Full Paper (Refereed)
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2556
อ้างอิง : http://hdl.cqu.edu.au/10018/1016148
ที่มา : McLeod, P & Verma, B 2013, "Effects of large constituent size in variable neural ensemble classifier for breast mass classification" in M Lee, A Hirose & Z-G Hou (eds), Neural Information Processing: 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part 2, http://dx.doi.org/10.1007/978-3-642-42051-1_65
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Neural Information Processing : 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part 2. Heidelberg, Germany : Springer, 2013. p. 525-532 8 pages Refereed 9783642420412 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This paper proposes a novel ensemble technique for mass classification in digital mammograms by varying the number of hidden units to create diverse candidates. The effects of adding more networks to the ensemble are evaluated on a mammographic database and the results are presented. A classification accuracy of ninety nine percent is achieved.

บรรณานุกรม :
McLeod, Peter. , Verma, Brijesh. . (2556). Effects of large constituent size in variable neural ensemble classifier for breast mass classification.
    กรุงเทพมหานคร : Central Queensland University, Australia.
McLeod, Peter. , Verma, Brijesh. . 2556. "Effects of large constituent size in variable neural ensemble classifier for breast mass classification".
    กรุงเทพมหานคร : Central Queensland University, Australia.
McLeod, Peter. , Verma, Brijesh. . "Effects of large constituent size in variable neural ensemble classifier for breast mass classification."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2556. Print.
McLeod, Peter. , Verma, Brijesh. . Effects of large constituent size in variable neural ensemble classifier for breast mass classification. กรุงเทพมหานคร : Central Queensland University, Australia; 2556.