Edit Profile (opens in new tab) Deng, Naiyang Compute Distance To: Compute Author ID: deng.naiyang Published as: Deng, Naiyang; Deng, Nai-Yang; Deng, N. Y.; Deng, N.; Deng, Nai-yang; Deng, Naiyan; Deng, Nayang Homepage: http://www.optimal-group.org/member/dny.html Documents Indexed: 71 Publications since 1980, including 1 Book Reviewing Activity: 65 Reviews Co-Authors: 44 Co-Authors with 69 Joint Publications 1,315 Co-Co-Authors all top 5 Co-Authors 2 single-authored 14 Shao, Yuanhai 12 Chen, Zhi 10 Zhang, Jianzhong 7 Li, Chunna 7 Li, Zhengfeng 5 Tian, Yingjie 4 Chen, Weijie 4 Liu, Liming 4 Spedicato, Emilio 4 Wang, Zhaozhi 4 Wang, Zhen 4 Wu, Lingyun 4 Xiao, Yi 4 Zhang, Chunhua 4 Zhang, Haibin 4 Zhong, Ping 4 Zhou, Fangjun 3 Wang, Yongcui 3 Xue, Yi 2 Bai, Lan 2 Chen, Liang-Ho 2 Chen, Lihua 2 Ding, Jun 2 Qin, Ruxin 2 Shao, Xiaojian 2 Wang, Xiaobo 2 Wu, Yuhua 2 Zhu, Meifang 1 Ding, Ya-Xin 1 Gao, Luduan 1 Hua, Xiangyu 1 Huang, Lingwei 1 Jing, Ling 1 Ma, Dianrong 1 Ren, Xianwen 1 Wang, Jiguang 1 Yang, Zhimin 1 Yang, Zhixia 1 Ye, Yafen 1 Yu, Wenci 1 Zhang, Jingjing 1 Zhang, Mingyu 1 Zhang, Xiangsun 1 Zhao, Kun all top 5 Serials 6 Optimization Methods & Software 5 Information Sciences 5 Journal of Optimization Theory and Applications 5 Journal of Theoretical Biology 4 Numerical Mathematics 3 Pattern Recognition 2 Calcolo 2 Mathematica Numerica Sinica 2 Optimization 2 Neural Networks 2 Systems Science and Mathematical Sciences 2 Journal of Global Optimization 2 Numerical Mathematics 2 Journal of Systems Science and Complexity 1 Acta Mathematica Sinica 1 Applied Mathematics and Computation 1 Computing 1 Journal of Computational and Applied Mathematics 1 Acta Mathematicae Applicatae Sinica 1 Chinese Annals of Mathematics. Series B 1 Journal of Computational Mathematics 1 Journal of Systems Science and Mathematical Sciences 1 Acta Scientiarum Naturalium Universitatis Pekinensis 1 Mathematica Applicata 1 Science in China. Series A 1 European Journal of Operational Research 1 Scientia Sinica. Series A 1 Chinese Science Bulletin 1 SIAM Journal on Optimization 1 Computational Optimization and Applications 1 Numerical Linear Algebra with Applications 1 Computational and Applied Mathematics 1 Chinese Journal of Numerical Mathematics and Applications 1 Journal of Beijing University of Technology 1 OR Transactions 1 Science China. Mathematics 1 Scientia Sinica. Mathematica 1 Chapman & Hall/CRC Data Mining and Knowledge Discovery Series all top 5 Fields 38 Numerical analysis (65-XX) 37 Operations research, mathematical programming (90-XX) 19 Computer science (68-XX) 10 Statistics (62-XX) 6 Biology and other natural sciences (92-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Ordinary differential equations (34-XX) 1 Special functions (33-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 38 Publications have been cited 331 times in 289 Documents Cited by ▼ Year ▼ Nonmonotonic trust region algorithm. Zbl 0797.90088Deng, N. Y.; Xiao, Y.; Zhou, F. J. 114 1993 New quasi-Newton equation and related methods for unconstrained optimization. Zbl 0991.90135Zhang, J. Z.; Deng, N. Y.; Chen, L. H. 85 1999 Nonparallel hyperplane support vector machine for binary classification problems. Zbl 1328.68173Shao, Yuan-Hai; Chen, Wei-Jie; Deng, Nai-Yang 13 2014 Support vector machines. Optimization based theory, algorithms, and extensions. Zbl 1278.68011Deng, Naiyang; Tian, Yingjie; Zhang, Chunhua 11 2013 Robust L1-norm two-dimensional linear discriminant analysis. Zbl 1394.68298Li, Chun-Na; Shao, Yuan-Hai; Deng, Nai-Yang 10 2015 An efficient weighted Lagrangian twin support vector machine for imbalanced data classification. Zbl 1342.68271Shao, Yuan-Hai; Chen, Wei-Jie; Zhang, Jing-Jing; Wang, Zhen; Deng, Nai-Yang 10 2014 Least squares recursive projection twin support vector machine for classification. Zbl 1234.68347Shao, Yuan-Hai; Deng, Nai-Yang; Yang, Zhi-Min 9 2012 MLTSVM: a novel twin support vector machine to multi-label learning. Zbl 1394.68277Chen, Wei-Jie; Shao, Yuan-Hai; Li, Chun-Na; Deng, Nai-Yang 8 2016 A family of scaled factorized Broyden-like methods for nonlinear least squares problems. Zbl 0994.65072Zhang, J. Z.; Chen, L. H.; Deng, N. Y. 8 2000 Theoretical efficiency of an inexact Newton method. Zbl 0971.90110Deng, N. Y.; Wang, Z. Z. 7 2000 Robust L1-norm non-parallel proximal support vector machine. Zbl 1332.90287Li, Chun-Na; Shao, Yuan-Hai; Deng, Nai-Yang 7 2016 A class of difference ABS-type algorithms for a nonlinear system of equations. Zbl 0838.65053Spedicato, E.; Chen, Z.; Deng, N. 5 1994 A coordinate descent margin based-twin support vector machine for classification. Zbl 1259.68173Shao, Yuan-Hai; Deng, Nai-Yang 5 2012 A modified quasi-Newton method for structured optimization with partial information on the Hessian. Zbl 1121.90126Chen, L. H.; Deng, N. Y.; Zhang, J. Z. 4 2006 Predicting DNA- and RNA-binding proteins from sequences with kernel methods. Zbl 1402.92332Shao, Xiaojian; Tian, Yingjie; Wu, Lingyun; Wang, Yong; Jing, Ling; Deng, Naiyang 3 2009 Modified partial-update Newton-type algorithms for unary optimization. Zbl 0911.90298Chen, L. H.; Deng, N. Y.; Zhang, J. Z. 3 1998 The new interpretation of support vector machines on statistical learning theory. Zbl 1187.90221Zhang, Chunhua; Tian, Yingjie; Deng, Naiyang 3 2010 Laplacian unit-hyperplane learning from positive and unlabeled examples. Zbl 1387.68199Shao, Yuan-Hai; Chen, Wei-Jie; Liu, Li-Ming; Deng, Nai-Yang 2 2015 On a one-dimensional optimization problem derived from the efficiency analysis of Newton-PCG-like algorithms. Zbl 1018.65080Zhong, Ping; Deng, Naiyang 2 2002 Further improvement of the Newton-PCG algorithm with automatic differentiation. Zbl 1169.90450Deng, Naiyang; Zhang, Haibin; Zhang, Chunhua 2 2001 Truncated nonlinear ABS algorithm and its convergence property. Zbl 0722.65027Deng, N.; Chen, Z. 2 1990 Lysine acetylation sites prediction using an ensemble of support vector machine classifiers. Zbl 1406.92223Xu, Yan; Wang, Xiao-Bo; Ding, Jun; Wu, Ling-Yun; Deng, Nai-Yang 2 2010 Insensitive stochastic gradient twin support vector machines for large scale problems. Zbl 1440.68245Wang, Zhen; Shao, Yuan-Hai; Bai, Lan; Li, Chun-Na; Liu, Li-Ming; Deng, Nai-Yang 1 2018 Prediction of posttranslational modification sites from amino acid sequences with kernel methods. Zbl 1412.92250Xu, Yan; Wang, Xiaobo; Wang, Yongcui; Tian, Yingjie; Shao, Xiaojian; Wu, Ling-Yun; Deng, Naiyang 1 2014 Can Newton method be surpassed. Zbl 1142.90487Deng, Naiyang; Wang, Zhaozhi 1 1999 PCG-inexact Newton methods for unary optimization. Zbl 1058.90066Zhang, Jianzhong; Xue, Yi; Zhong, Ping; Deng, Naiyang 1 2002 Convergence properties of general trust region algorithms based on the conic model. Zbl 0907.90245Li, Zhengfeng; Deng, Naiyang 1 1998 An inexact Newton method derived from efficiency analysis. Zbl 1090.90178Deng, Naiyang; Xue, Yi; Zhang, Jianzhong; Zhong, Ping 1 2005 A new conjugate gradient method and its global convergence properties. Zbl 0902.65020Li, Zhengfeng; Chen, Jing; Deng, Naiyang 1 1998 Theoretical efficiency of a new inexact method of tangent hyperbolas. Zbl 1141.90540Deng, Naiyang; Zhang, Haibin 1 2004 A new family of nonmonotonic trust-region algorithms and its properties. Zbl 1052.90615Li, Zhengfeng; Deng, Naiyang 1 1999 Nonmonotone curved search methods for unconstrained optimization. Zbl 0781.65053Deng, Naiyang; Xiao, Yi; Zhou, Fangjun 1 1992 A local convergence theorem for nonlinear ABS algorithms. Zbl 0806.65047Deng, N.; Spedicato, E.; Zhu, M. 1 1994 Sequence-based protein-protein interaction prediction via support vector machine. Zbl 1209.92022Wang, Yongcui; Wang, Jiguang; Yang, Zhixia; Deng, Naiyang 1 2010 A variant of curved search method. Zbl 0822.90129Zhou, F. J.; Xiao, Y.; Deng, N. Y. 1 1994 MBLDA: a novel multiple between-class linear discriminant analysis. Zbl 1428.68263Wang, Zhen; Shao, Yuan-Hai; Bai, Lan; Li, Chun-Na; Liu, Li-Ming; Deng, Nai-Yang 1 2016 The equivalence between principal component analysis and nearest flat in the least square sense. Zbl 1322.15005Shao, Yuan-Hai; Deng, Nai-Yang 1 2015 An improved inexact Newton method. Zbl 1180.90325Zhang, Haibin; Deng, Naiyang 1 2007 Insensitive stochastic gradient twin support vector machines for large scale problems. Zbl 1440.68245Wang, Zhen; Shao, Yuan-Hai; Bai, Lan; Li, Chun-Na; Liu, Li-Ming; Deng, Nai-Yang 1 2018 MLTSVM: a novel twin support vector machine to multi-label learning. Zbl 1394.68277Chen, Wei-Jie; Shao, Yuan-Hai; Li, Chun-Na; Deng, Nai-Yang 8 2016 Robust L1-norm non-parallel proximal support vector machine. Zbl 1332.90287Li, Chun-Na; Shao, Yuan-Hai; Deng, Nai-Yang 7 2016 MBLDA: a novel multiple between-class linear discriminant analysis. Zbl 1428.68263Wang, Zhen; Shao, Yuan-Hai; Bai, Lan; Li, Chun-Na; Liu, Li-Ming; Deng, Nai-Yang 1 2016 Robust L1-norm two-dimensional linear discriminant analysis. Zbl 1394.68298Li, Chun-Na; Shao, Yuan-Hai; Deng, Nai-Yang 10 2015 Laplacian unit-hyperplane learning from positive and unlabeled examples. Zbl 1387.68199Shao, Yuan-Hai; Chen, Wei-Jie; Liu, Li-Ming; Deng, Nai-Yang 2 2015 The equivalence between principal component analysis and nearest flat in the least square sense. Zbl 1322.15005Shao, Yuan-Hai; Deng, Nai-Yang 1 2015 Nonparallel hyperplane support vector machine for binary classification problems. Zbl 1328.68173Shao, Yuan-Hai; Chen, Wei-Jie; Deng, Nai-Yang 13 2014 An efficient weighted Lagrangian twin support vector machine for imbalanced data classification. Zbl 1342.68271Shao, Yuan-Hai; Chen, Wei-Jie; Zhang, Jing-Jing; Wang, Zhen; Deng, Nai-Yang 10 2014 Prediction of posttranslational modification sites from amino acid sequences with kernel methods. Zbl 1412.92250Xu, Yan; Wang, Xiaobo; Wang, Yongcui; Tian, Yingjie; Shao, Xiaojian; Wu, Ling-Yun; Deng, Naiyang 1 2014 Support vector machines. Optimization based theory, algorithms, and extensions. Zbl 1278.68011Deng, Naiyang; Tian, Yingjie; Zhang, Chunhua 11 2013 Least squares recursive projection twin support vector machine for classification. Zbl 1234.68347Shao, Yuan-Hai; Deng, Nai-Yang; Yang, Zhi-Min 9 2012 A coordinate descent margin based-twin support vector machine for classification. Zbl 1259.68173Shao, Yuan-Hai; Deng, Nai-Yang 5 2012 The new interpretation of support vector machines on statistical learning theory. Zbl 1187.90221Zhang, Chunhua; Tian, Yingjie; Deng, Naiyang 3 2010 Lysine acetylation sites prediction using an ensemble of support vector machine classifiers. Zbl 1406.92223Xu, Yan; Wang, Xiao-Bo; Ding, Jun; Wu, Ling-Yun; Deng, Nai-Yang 2 2010 Sequence-based protein-protein interaction prediction via support vector machine. Zbl 1209.92022Wang, Yongcui; Wang, Jiguang; Yang, Zhixia; Deng, Naiyang 1 2010 Predicting DNA- and RNA-binding proteins from sequences with kernel methods. Zbl 1402.92332Shao, Xiaojian; Tian, Yingjie; Wu, Lingyun; Wang, Yong; Jing, Ling; Deng, Naiyang 3 2009 An improved inexact Newton method. Zbl 1180.90325Zhang, Haibin; Deng, Naiyang 1 2007 A modified quasi-Newton method for structured optimization with partial information on the Hessian. Zbl 1121.90126Chen, L. H.; Deng, N. Y.; Zhang, J. Z. 4 2006 An inexact Newton method derived from efficiency analysis. Zbl 1090.90178Deng, Naiyang; Xue, Yi; Zhang, Jianzhong; Zhong, Ping 1 2005 Theoretical efficiency of a new inexact method of tangent hyperbolas. Zbl 1141.90540Deng, Naiyang; Zhang, Haibin 1 2004 On a one-dimensional optimization problem derived from the efficiency analysis of Newton-PCG-like algorithms. Zbl 1018.65080Zhong, Ping; Deng, Naiyang 2 2002 PCG-inexact Newton methods for unary optimization. Zbl 1058.90066Zhang, Jianzhong; Xue, Yi; Zhong, Ping; Deng, Naiyang 1 2002 Further improvement of the Newton-PCG algorithm with automatic differentiation. Zbl 1169.90450Deng, Naiyang; Zhang, Haibin; Zhang, Chunhua 2 2001 A family of scaled factorized Broyden-like methods for nonlinear least squares problems. Zbl 0994.65072Zhang, J. Z.; Chen, L. H.; Deng, N. Y. 8 2000 Theoretical efficiency of an inexact Newton method. Zbl 0971.90110Deng, N. Y.; Wang, Z. Z. 7 2000 New quasi-Newton equation and related methods for unconstrained optimization. Zbl 0991.90135Zhang, J. Z.; Deng, N. Y.; Chen, L. H. 85 1999 Can Newton method be surpassed. Zbl 1142.90487Deng, Naiyang; Wang, Zhaozhi 1 1999 A new family of nonmonotonic trust-region algorithms and its properties. Zbl 1052.90615Li, Zhengfeng; Deng, Naiyang 1 1999 Modified partial-update Newton-type algorithms for unary optimization. Zbl 0911.90298Chen, L. H.; Deng, N. Y.; Zhang, J. Z. 3 1998 Convergence properties of general trust region algorithms based on the conic model. Zbl 0907.90245Li, Zhengfeng; Deng, Naiyang 1 1998 A new conjugate gradient method and its global convergence properties. Zbl 0902.65020Li, Zhengfeng; Chen, Jing; Deng, Naiyang 1 1998 A class of difference ABS-type algorithms for a nonlinear system of equations. Zbl 0838.65053Spedicato, E.; Chen, Z.; Deng, N. 5 1994 A local convergence theorem for nonlinear ABS algorithms. Zbl 0806.65047Deng, N.; Spedicato, E.; Zhu, M. 1 1994 A variant of curved search method. Zbl 0822.90129Zhou, F. J.; Xiao, Y.; Deng, N. Y. 1 1994 Nonmonotonic trust region algorithm. Zbl 0797.90088Deng, N. Y.; Xiao, Y.; Zhou, F. J. 114 1993 Nonmonotone curved search methods for unconstrained optimization. Zbl 0781.65053Deng, Naiyang; Xiao, Yi; Zhou, Fangjun 1 1992 Truncated nonlinear ABS algorithm and its convergence property. Zbl 0722.65027Deng, N.; Chen, Z. 2 1990 all cited Publications top 5 cited Publications all top 5 Cited by 398 Authors 23 Deng, Naiyang 15 Zhu, Detong 13 Babaie-Kafaki, Saman 12 Shao, Yuanhai 10 Sun, Wenyu 9 Ou, Yigui 8 Kimiaei, Morteza 8 Zhou, Qunyan 7 Ahookhosh, Masoud 7 Amini, Keyvan 7 Tian, Yingjie 7 Wei, Zengxin 6 Ghanbari, Reza 6 Li, Chunna 6 Peyghami, Mohammad Reza 6 Xiao, Yunhai 6 Yabe, Hiroshi 6 Yuan, Gonglin 6 Zhang, Jianzhong 5 Esmaeili, Hamid 5 Liu, Zexian 5 Ma, Changfeng 5 Mahdavi-Amiri, Nezam 5 Narushima, Yasushi 5 Wang, Zhen 5 Waziri, Mohammed Yusuf 5 Ye, Qiaolin 4 Andrei, Neculai 4 Chen, Weijie 4 Dong, Xiaoliang 4 Fatemi, Masoud 4 Fu, Liyong 4 Liu, Hongwei 4 Shi, Zhenjun 4 Spedicato, Emilio 4 Wang, Fusheng 4 Yu, Zhensheng 3 Ahmed, Kabiru 3 Bidabadi, Narges 3 Cui, Zhaocheng 3 Dehghani, Razieh 3 Hosseini, Mohammad-Mehdi 3 Lin, Haichan 3 Liu, Liming 3 Livieris, Ioannis E. 3 Lu, Xiwen 3 Mo, Jiangtao 3 Pintelas, Panagiotis E. 3 Qi, Liqun 3 Zhang, Haibin 3 Zhong, Ping 2 Bai, Lan 2 Bai, Yanqin 2 Biglari, Fahimeh 2 Chen, Jun 2 Chen, Zhi 2 Cheng, Wanyou 2 Dai, Yu-Hong 2 de Sampaio, Raimundo J. B. 2 Fu, Jinhua 2 Han, Jiye 2 He, Yubo 2 Hu, Wujie 2 Jian, Jinbao 2 Ju, XuChan 2 Kamandi, Ahmad 2 Khoshgam, Zahra 2 Kou, Caixia 2 Leong, Wah June 2 Li, Guoquan 2 Liu, Hao 2 Liu, Qian 2 Liu, Yuanwen 2 Mohammad, Hassan 2 Mussard, Stéphane 2 Nazir, Talat 2 Ni, Qin 2 Ouraga, Téa 2 Pu, Dingguo 2 Qi, Xiaomin 2 Rahpeymaii, Farzad 2 Richhariya, Bharat 2 Sabi’u, Jamilu 2 Santos, Sandra Augusta 2 Sheng, Zhou 2 Shi, Yong 2 Silvestrov, Sergei D. 2 Su, Ke 2 Tang, Jia 2 Tang, Long 2 Wang, Bopeng 2 Wang, Changyu 2 Wang, Chuanlong 2 Wang, Haijun 2 Wang, Shengquan 2 Wang, Xiaoliang 2 Wang, Zhaozhi 2 Wang, Zhiguo 2 Wu, Boying 2 Wu, Lingyun ...and 298 more Authors all top 5 Cited in 72 Serials 31 Journal of Computational and Applied Mathematics 21 Applied Mathematics and Computation 16 Optimization Methods & Software 15 Journal of Optimization Theory and Applications 15 Numerical Algorithms 12 Journal of Applied Mathematics and Computing 11 Information Sciences 11 Computational Optimization and Applications 10 Optimization 7 Computers & Mathematics with Applications 7 Neural Networks 7 Journal of Theoretical Biology 6 Applied Mathematical Modelling 6 European Journal of Operational Research 6 Pattern Recognition 6 Mathematical Problems in Engineering 6 Optimization Letters 5 Numerical Functional Analysis and Optimization 5 International Journal of Computer Mathematics 4 Computational and Applied Mathematics 4 Journal of Industrial and Management Optimization 4 Science China. Mathematics 4 Journal of the Operations Research Society of China 3 Asia-Pacific Journal of Operational Research 3 Journal of Global Optimization 3 Soft Computing 3 4OR 2 Calcolo 2 Applied Numerical Mathematics 2 Acta Mathematicae Applicatae Sinica. English Series 2 International Journal of Approximate Reasoning 2 Science in China. Series A 2 Annals of Operations Research 2 Machine Learning 2 Applied Mathematics. Series B (English Edition) 2 Numerical Algebra, Control and Optimization 2 Journal of Mathematical Modeling 1 Computer Methods in Applied Mechanics and Engineering 1 Journal of the Franklin Institute 1 Computing 1 Metron 1 Computers & Operations Research 1 Journal of Scientific Computing 1 Applications of Mathematics 1 Computational Statistics and Data Analysis 1 Mathematical Programming. Series A. Series B 1 Numerical Linear Algebra with Applications 1 Filomat 1 Top 1 Annals of Mathematics and Artificial Intelligence 1 Abstract and Applied Analysis 1 Mathematical Methods of Operations Research 1 Journal of Inequalities and Applications 1 Optimization and Engineering 1 RAIRO. Operations Research 1 The ANZIAM Journal 1 Nonlinear Analysis. Real World Applications 1 Mathematical Modelling and Analysis 1 Journal of Systems Science and Complexity 1 JMMA. Journal of Mathematical Modelling and Algorithms 1 Thai Journal of Mathematics 1 Journal of the Korean Statistical Society 1 Frontiers of Mathematics in China 1 Computational & Mathematical Methods in Medicine 1 SIAM Journal on Imaging Sciences 1 Mathematical Programming Computation 1 Journal of Mathematical Extension 1 Iranian Journal of Mathematical Sciences and Informatics 1 S\(\vec{\text{e}}\)MA Journal 1 ISRN Computational Mathematics 1 Journal of Mathematical Modelling and Algorithms in Operations Research 1 Journal of Optimization all top 5 Cited in 16 Fields 221 Operations research, mathematical programming (90-XX) 159 Numerical analysis (65-XX) 43 Computer science (68-XX) 32 Calculus of variations and optimal control; optimization (49-XX) 32 Statistics (62-XX) 9 Biology and other natural sciences (92-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 3 Ordinary differential equations (34-XX) 3 Systems theory; control (93-XX) 2 Real functions (26-XX) 1 General and overarching topics; collections (00-XX) 1 Group theory and generalizations (20-XX) 1 Measure and integration (28-XX) 1 Operator theory (47-XX) 1 Mechanics of deformable solids (74-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year