Clustered Ensemble Neural Network for Breast Mass Classification in Digital Mammography

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Clustered Ensemble Neural Network for Breast Mass Classification in Digital Mammography

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง	:	Clustered Ensemble Neural Network for Breast Mass Classification in Digital Mammography
นักวิจัย	:	Mc Leod, Peter , Centre for Intelligent and Networked Systems (CINS) , Verma, Brijesh , Centre for Intelligent and Networked Systems (CINS)
คำค้น	:	Clustering, Neural Network Ensembles, Digital Mammography
หน่วยงาน	:	Central Queensland University, Australia
ผู้ร่วมงาน	:	-
ปีพิมพ์	:	2555
อ้างอิง	:	http://hdl.cqu.edu.au/10018/929857 , acquire1-20130117-122638 , cqu:9108
ที่มา	:	-
ความเชี่ยวชาญ	:	-
ความสัมพันธ์	:	-
ขอบเขตของเนื้อหา	:	-
บทคัดย่อ/คำอธิบาย	:	This paper proposes the creation of an ensemble neural network by incorporating a k-means classifier. This technique is designed to improve the classification accuracy of a multi-layer perceptron style network for mass classification of digital mammograms. The proposed technique has been tested on a benchmark database and the results have been contrasted with current research. The experimental results demonstrate that the accuracy of the proposed technique is comparable with existing systems.
บรรณานุกรม	:	APA Chicago MLA Vancouver Mc Leod, Peter , Centre for Intelligent and Networked Systems (CINS) , Verma, Brijesh , Centre for Intelligent and Networked Systems (CINS) . (2555). Clustered Ensemble Neural Network for Breast Mass Classification in Digital Mammography. กรุงเทพมหานคร : Central Queensland University, Australia. Mc Leod, Peter , Centre for Intelligent and Networked Systems (CINS) , Verma, Brijesh , Centre for Intelligent and Networked Systems (CINS) . 2555. "Clustered Ensemble Neural Network for Breast Mass Classification in Digital Mammography". กรุงเทพมหานคร : Central Queensland University, Australia. Mc Leod, Peter , Centre for Intelligent and Networked Systems (CINS) , Verma, Brijesh , Centre for Intelligent and Networked Systems (CINS) . "Clustered Ensemble Neural Network for Breast Mass Classification in Digital Mammography." กรุงเทพมหานคร : Central Queensland University, Australia, 2555. Print. Mc Leod, Peter , Centre for Intelligent and Networked Systems (CINS) , Verma, Brijesh , Centre for Intelligent and Networked Systems (CINS) . Clustered Ensemble Neural Network for Breast Mass Classification in Digital Mammography. กรุงเทพมหานคร : Central Queensland University, Australia; 2555.