| ชื่อเรื่อง | : | Variable hidden neuron ensemble for mass classification in digital mammograms |
| 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 -- Committee of experts -- Neural networks -- Digital mammograms , Journal Article. Refereed, Scholarly Journal |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2556 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/1014049 |
| ที่มา | : | Mc Leod, P, Verma, B 2013, 'Variable Hidden Neuron Ensemble for Mass Classification in Digital Mammograms ', IEEE Computational Intelligence Magazine, vol. 8, no. 1, pp. 68-76, http://dx.doi.org/10.1109/MCI.2012.2228598 |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | IEEE computational intelligence magazine. United States : IEEE, 2013. Vol. 8, no. 1 (February 2013), p. 68-76 9 pages Refereed 1556-603X , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper proposes a new ensemble technique for the classification of masses in digital mammograms based on neural networks with variable hidden neurons which are combined with hierarchical fusion. The main focus is introducing diversity into an ensemble network by varying the number of neurons in the hidden layer of the neural networks and ten-fold cross validation. The novelty of the proposed ensemble lies in the creation of diverse neural networks and combining the best performers using hierarchical fusion. |
| บรรณานุกรม | : |
McLeod, Peter. , Verma, Brijesh. . (2556). Variable hidden neuron ensemble for mass classification in digital mammograms.
กรุงเทพมหานคร : Central Queensland University, Australia. McLeod, Peter. , Verma, Brijesh. . 2556. "Variable hidden neuron ensemble for mass classification in digital mammograms".
กรุงเทพมหานคร : Central Queensland University, Australia. McLeod, Peter. , Verma, Brijesh. . "Variable hidden neuron ensemble for mass classification in digital mammograms."
กรุงเทพมหานคร : Central Queensland University, Australia, 2556. Print. McLeod, Peter. , Verma, Brijesh. . Variable hidden neuron ensemble for mass classification in digital mammograms. กรุงเทพมหานคร : Central Queensland University, Australia; 2556.
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