메뉴 건너뛰기




Volumn 223, Issue , 2013, Pages 256-269

Quasiconformal kernel common locality discriminant analysis with application to breast cancer diagnosis

Author keywords

Breast cancer diagnosis; Common kernel discriminant analysis; Dimensionality reduction; Locality preserving projection

Indexed keywords

BREAST CANCER; BREAST CANCER DIAGNOSIS; DIMENSIONALITY REDUCTION; DISCRIMINATIVE ABILITY; DR METHOD; INPUT DATAS; KERNEL BASED METHODS; KERNEL DISCRIMINANT ANALYSIS; KERNEL STRUCTURE; LOCALITY PRESERVING PROJECTIONS; OBJECTIVE FUNCTIONS; QUASICONFORMAL KERNEL; WISCONSIN;

EID: 84870243065     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2012.10.016     Document Type: Article
Times cited : (17)

References (38)
  • 1
    • 79959698695 scopus 로고    scopus 로고
    • Imposing tree-based topologies onto self organizing maps
    • César A. Astudillo, and B. John Oommen Imposing tree-based topologies onto self organizing maps Information Sciences 181 18 2011 3798 3815
    • (2011) Information Sciences , vol.181 , Issue.18 , pp. 3798-3815
    • Astudillo, C.A.1    John Oommen, B.2
  • 8
    • 34547801710 scopus 로고    scopus 로고
    • A high performance edge detector based on fuzzy inference rules
    • DOI 10.1016/j.ins.2007.04.001, PII S0020025507001843
    • Liming Hu, H.D. Cheng, and Ming Zhang A high performance edge detector based on fuzzy inference rules Information Sciences 177 21 2007 4768 4784 (Pubitemid 47238785)
    • (2007) Information Sciences , vol.177 , Issue.21 , pp. 4768-4784
    • Hu, L.1    Cheng, H.D.2    Zhang, M.3
  • 9
    • 38649136929 scopus 로고    scopus 로고
    • Kernel class-wise locality preserving projection
    • Jun-Bao Li, Jeng-Shyang Pan, and Shu-Chuan Chu Kernel class-wise locality preserving projection Information Sciences 178 7 2008 1825 1835
    • (2008) Information Sciences , vol.178 , Issue.7 , pp. 1825-1835
    • Li, J.-B.1    Pan, J.-S.2    Chu, S.-C.3
  • 11
    • 84863115611 scopus 로고    scopus 로고
    • Common vector analysis of Gabor features with kernel space isomorphic mapping for face recognition
    • Jun-Bao Li, Huijun Gao, and Jeng-Shyang Pan Common vector analysis of Gabor features with kernel space isomorphic mapping for face recognition International Journal of Innovative Computing, Information and Control 6 12 2010 4055 4064
    • (2010) International Journal of Innovative Computing, Information and Control , vol.6 , Issue.12 , pp. 4055-4064
    • Li, J.-B.1    Gao, H.2    Pan, J.-S.3
  • 12
    • 80052918164 scopus 로고    scopus 로고
    • Kernel self-optimized locality preserving discriminant analysis for feature extraction and recognition
    • Jun-Bao Li, Jeng-Shyang Pan, and Shyi-Ming Chen Kernel self-optimized locality preserving discriminant analysis for feature extraction and recognition Neurocomputing 74 17 2011 3019 3027
    • (2011) Neurocomputing , vol.74 , Issue.17 , pp. 3019-3027
    • Li, J.-B.1    Pan, J.-S.2    Chen, S.-M.3
  • 13
    • 80052918164 scopus 로고    scopus 로고
    • Kernel self-optimized locality preserving discriminant analysis for feature extraction and recognition
    • Jun-Bao Li, Jeng-Shyang Pan, and Shyi-Ming Chen Kernel self-optimized locality preserving discriminant analysis for feature extraction and recognition Neurocomputing 74 17 2011 3019 3027
    • (2011) Neurocomputing , vol.74 , Issue.17 , pp. 3019-3027
    • Li, J.-B.1    Pan, J.-S.2    Chen, S.-M.3
  • 14
    • 84873034340 scopus 로고    scopus 로고
    • Mammographic image based breast tissue classification with kernel self-optimized fisher discriminant for beast cancer diagnosis
    • (DOI:10.1007/s10916-011-9691-4)
    • Jun-Bao Li, Mammographic image based breast tissue classification with kernel self-optimized fisher discriminant for beast cancer diagnosis, Journal of Medical Systems. (DOI:10.1007/s10916-011-9691-4).
    • Journal of Medical Systems
    • Li, J.1
  • 15
    • 3042674061 scopus 로고    scopus 로고
    • Gabor-based kernel PCA with fractional power polynomial models for face recognition
    • Chengjun Liu Gabor-based kernel PCA with fractional power polynomial models for face recognition IEEE Transactions on Pattern Analysis and Machine Intelligence 26 5 2004 572 581
    • (2004) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.26 , Issue.5 , pp. 572-581
    • Liu, C.1
  • 16
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • DOI 10.1109/TIP.2002.999679, PII S1057714902035480
    • Chengjun Liu, and Harry Wechsler Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition IEEE Transactions on Image Processing 11 4 2002 467 476 (Pubitemid 34692396)
    • (2002) IEEE Transactions on Image Processing , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 17
    • 0041523978 scopus 로고    scopus 로고
    • Independent component analysis of Gabor features for face recognition
    • C. Liu, and H. Wechsler Independent component analysis of Gabor features for face recognition IEEE Transactions on Neural Networks 14 4 2003 919 928
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.4 , pp. 919-928
    • Liu, C.1    Wechsler, H.2
  • 18
    • 58049106105 scopus 로고    scopus 로고
    • Color discrimination enhancement for dichromats using self-organizing color transformation
    • Yu Ma, Xiaodong Gu, and Yuanyuan Wang Color discrimination enhancement for dichromats using self-organizing color transformation Information Sciences 179 6 2009 830 843
    • (2009) Information Sciences , vol.179 , Issue.6 , pp. 830-843
    • Ma, Y.1    Gu, X.2    Wang, Y.3
  • 19
    • 0029410705 scopus 로고
    • Self-organization as an iterative kernel smoothing process
    • F. Mulier, and V. Cherkassky Self-organization as an iterative kernel smoothing process Neural Computation 7 1995 1165 1177
    • (1995) Neural Computation , vol.7 , pp. 1165-1177
    • Mulier, F.1    Cherkassky, V.2
  • 22
    • 56449125963 scopus 로고    scopus 로고
    • Adaptive quasiconformal kernel discriminant analysis
    • Jeng-Shyang Pan, Jun-Bao Li, and Zhe-Ming Lu Adaptive quasiconformal kernel discriminant analysis Neurocomputing 71 2008 2754 2760
    • (2008) Neurocomputing , vol.71 , pp. 2754-2760
    • Pan, J.-S.1    Li, J.-B.2    Lu, Z.-M.3
  • 23
    • 44949222714 scopus 로고    scopus 로고
    • A hybrid artificial immune system and Self Organising Map for network intrusion detection
    • Simon T. Powers, and Jun He A hybrid artificial immune system and Self Organising Map for network intrusion detection Information Sciences 178 15 2008 3024 3042
    • (2008) Information Sciences , vol.178 , Issue.15 , pp. 3024-3042
    • Powers, S.T.1    He, J.2
  • 24
    • 44649132677 scopus 로고    scopus 로고
    • A unified framework for semi-supervised dimensionality reduction
    • Y. Song, F. Nie, C. Zhang, and S. Xiang A unified framework for semi-supervised dimensionality reduction Pattern Recognition 41 9 2008 2789 2799
    • (2008) Pattern Recognition , vol.41 , Issue.9 , pp. 2789-2799
    • Song, Y.1    Nie, F.2    Zhang, C.3    Xiang, S.4
  • 26
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • Sam T. Roweis, and Lawrence K. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 2000 2323 2326 (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 27
    • 34548150226 scopus 로고    scopus 로고
    • Kernel PCA for similarity invariant shape recognition
    • DOI 10.1016/j.neucom.2006.06.007, PII S0925231206003420
    • Hichem Sahbi Kernel PCA for similarity invariant shape recognition Neurocomputing 70 2007 3034 3045 (Pubitemid 47308597)
    • (2007) Neurocomputing , vol.70 , Issue.16-18 , pp. 3034-3045
    • Sahbi, H.1
  • 28
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    • B. Schölkopf, A. Smola, and K.R. Muller Nonlinear component analysis as a kernel eigenvalue problem Neural Computation 10 5 1998 1299 1319 (Pubitemid 128463674)
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Scholkopf, B.1    Smola, A.2    Muller, K.-R.3
  • 30
    • 33746424489 scopus 로고    scopus 로고
    • Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval
    • Dacheng Tao, Xiaoou Tang, Xuelong Li, and Xindong Wu Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval IEEE Transactions on Pattern Analysis and Machine Intelligence 28 7 2006 1088 1099
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.7 , pp. 1088-1099
    • Tao, D.1    Tang, X.2    Li, X.3    Wu, X.4
  • 31
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • B. Tenenbaum, Vin de Silva, and John C. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 2000 2319 2323 (Pubitemid 32041577)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 33
    • 0029050617 scopus 로고
    • Computer-derived nuclear features distinguish malignant from benign breast cytology
    • W.H. Wolberg, W.N. Street, D.M. Heisey, and O.L. Mangasarian Computer-derived nuclear features distinguish malignant from benign breast cytology Human Pathology 26 1995 792 796
    • (1995) Human Pathology , vol.26 , pp. 792-796
    • Wolberg, W.H.1    Street, W.N.2    Heisey, D.M.3    Mangasarian, O.L.4
  • 34
    • 14544297033 scopus 로고    scopus 로고
    • KPCA plus LDA: A complete kernel fisher discriminant framework for feature extraction and recognition
    • DOI 10.1109/TPAMI.2005.33
    • Jian Yang, Alejandro F. Frangi, Jing-yu Yang, David Zhang, and Zhong Jin KPCA plus LDA: a complete kernel fisher discriminant framework for feature extraction and recognition IEEE Transactions on Pattern Analysis and Machine Intelligence 27 2 2005 230 244 (Pubitemid 40377316)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.2 , pp. 230-244
    • Yang, J.1    Frangi, A.F.2    Yang, J.-Y.3    Zhang, D.4    Jin, Z.5
  • 36
    • 0036789789 scopus 로고    scopus 로고
    • Data visualisation and manifold mapping using the ViSOM
    • Hujun Yin Data visualisation and manifold mapping using the ViSOM Neural Networks 15 8 2002 1005 1016
    • (2002) Neural Networks , vol.15 , Issue.8 , pp. 1005-1016
    • Yin, H.1
  • 37
    • 57749197763 scopus 로고    scopus 로고
    • Semi-supervised dimensionality reduction
    • D. Zhang, Z.-H. Zhou, S. Chen, Semi-supervised dimensionality reduction, in: Proc. SDM, 2007, pp. 629-634.
    • (2007) Proc. SDM , pp. 629-634
    • Zhang, D.1    Zhou, Z.-H.2    Chen, S.3
  • 38
    • 33845432024 scopus 로고    scopus 로고
    • Self-organizing learning array and its application to economic and financial problems
    • DOI 10.1016/j.ins.2006.08.002, PII S0020025506002325
    • Z. Zhu, H. He, J.A. Starzyk, and C. Tseng Self-organizing learning array and its application to economic and financial problems Information Sciences 177 5 2007 1180 1192 (Pubitemid 44908289)
    • (2007) Information Sciences , vol.177 , Issue.5 , pp. 1180-1192
    • Zhu, Z.1    He, H.2    Starzyk, J.A.3    Tseng, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.