Edit Profile Fung, Glenn M. Compute Distance To: Compute Author ID: fung.glenn-m Published as: Fung, G. M.; Fung, Glenn; Fung, Glenn M. External Links: MGP Documents Indexed: 14 Publications since 2001 all top 5 Co-Authors 0 single-authored 10 Mangasarian, Olvi L. 3 Dy, Jennifer G. 2 Rao, Bharat 2 Vural, Volkan 1 Krishnapuram, Balaji 1 Rao, R. Bharat 1 Rosales, Romer 1 Sandilya, Sathyakama 1 Shavlik, Jude W. 1 Smola, Alexander J. 1 Subramanian, Ramanathan 1 Wild, Edward W. 1 Yan, Yan all top 5 Serials 3 Optimization Methods & Software 2 Journal of Optimization Theory and Applications 2 Machine Learning 2 Journal of Machine Learning Research (JMLR) 1 Computational Optimization and Applications 1 Computational Management Science 1 Statistical Analysis and Data Mining Fields 10 Computer science (68-XX) 7 Operations research, mathematical programming (90-XX) 3 Statistics (62-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 12 Publications have been cited 131 times in 122 Documents Cited by ▼ Year ▼ Multicategory proximal support vector machine classifiers. Zbl 1101.68758Fung, Glenn M.; Mangasarian, O. L. 55 2005 A feature selection Newton method for support vector machine classification. Zbl 1056.90103Fung, Glenn M.; Mangasarian, O. L. 34 2004 Semi-supervised support vector machines for unlabeled data classsification. Zbl 1075.68633Fung, Glenn; Mangasarian, O. L. 15 2001 Equivalence of minimal \(\ell _{0}\)- and \(\ell _{p }\)-norm solutions of linear equalities, inequalities and linear programs for sufficiently small \(p\). Zbl 1226.90104Fung, G. M.; Mangasarian, O. L. 7 2011 Knowledge-based nonlinear kernel classifiers. Zbl 1274.68310Fung, Glenn M.; Mangasarian, Olvi L.; Shavlik, Jude W. 6 2003 Rule extraction from linear support vector machines via mathematical programming. Zbl 1148.68433Fung, Glenn; Sandilya, Sathyakama; Rao, R. Bharat 4 2008 Using local dependencies within batches to improve large margin classifiers. Zbl 1235.68201Vural, Volkan; Fung, Glenn; Krishnapuram, Balaji; Dy, Jennifer G.; Rao, Bharat 3 2009 Fast semi-supervised SVM classifiers using a priori metric information. Zbl 1151.90558Vural, Volkan; Fung, Glenn; Dy, Jennifer G.; Rao, Bharat 2 2008 Minimal kernel classifiers. Zbl 1130.68321Fung, Glenn M.; Mangasarian, Olvi L.; Smola, Alexander J. 2 2003 Unsupervised and semisupervised classification via absolute value inequalities. Zbl 1343.90051Fung, Glenn M.; Mangasarian, Olvi L. 1 2016 Learning from multiple annotators with varying expertise. Zbl 1320.68153Yan, Yan; Rosales, Rómer; Fung, Glenn; Subramanian, Ramanathan; Dy, Jennifer 1 2014 Breast tumor susceptibility to chemotherapy via support vector machines. Zbl 1127.92025Fung, Glenn; Mangasarian, O. L. 1 2006 Unsupervised and semisupervised classification via absolute value inequalities. Zbl 1343.90051Fung, Glenn M.; Mangasarian, Olvi L. 1 2016 Learning from multiple annotators with varying expertise. Zbl 1320.68153Yan, Yan; Rosales, Rómer; Fung, Glenn; Subramanian, Ramanathan; Dy, Jennifer 1 2014 Equivalence of minimal \(\ell _{0}\)- and \(\ell _{p }\)-norm solutions of linear equalities, inequalities and linear programs for sufficiently small \(p\). Zbl 1226.90104Fung, G. M.; Mangasarian, O. L. 7 2011 Using local dependencies within batches to improve large margin classifiers. Zbl 1235.68201Vural, Volkan; Fung, Glenn; Krishnapuram, Balaji; Dy, Jennifer G.; Rao, Bharat 3 2009 Rule extraction from linear support vector machines via mathematical programming. Zbl 1148.68433Fung, Glenn; Sandilya, Sathyakama; Rao, R. Bharat 4 2008 Fast semi-supervised SVM classifiers using a priori metric information. Zbl 1151.90558Vural, Volkan; Fung, Glenn; Dy, Jennifer G.; Rao, Bharat 2 2008 Breast tumor susceptibility to chemotherapy via support vector machines. Zbl 1127.92025Fung, Glenn; Mangasarian, O. L. 1 2006 Multicategory proximal support vector machine classifiers. Zbl 1101.68758Fung, Glenn M.; Mangasarian, O. L. 55 2005 A feature selection Newton method for support vector machine classification. Zbl 1056.90103Fung, Glenn M.; Mangasarian, O. L. 34 2004 Knowledge-based nonlinear kernel classifiers. Zbl 1274.68310Fung, Glenn M.; Mangasarian, Olvi L.; Shavlik, Jude W. 6 2003 Minimal kernel classifiers. Zbl 1130.68321Fung, Glenn M.; Mangasarian, Olvi L.; Smola, Alexander J. 2 2003 Semi-supervised support vector machines for unlabeled data classsification. Zbl 1075.68633Fung, Glenn; Mangasarian, O. L. 15 2001 all cited Publications top 5 cited Publications all top 5 Cited by 298 Authors 7 Mangasarian, Olvi L. 4 Bai, Yanqin 4 Fung, Glenn M. 4 Shao, Yuanhai 4 Ye, Qiaolin 3 Chandra, Suresh 3 Chen, Xiaobo 3 Deng, Naiyang 3 Khemchandani Rastogi, Reshma 3 Trafalis, Theodore B. 3 Zhang, Li 3 Zhou, Weida 2 Astorino, Annabella 2 Aubert, Gilles 2 Ban, Tao 2 Bemporad, Alberto 2 Blanc-Féraud, Laure 2 Breschi, Valentina 2 Carrizosa, Emilio 2 Chaovalitwongse, Wanpracha Art 2 Drineas, Petros 2 Dutta, Pranab Kumar 2 Elloumi, Sourour 2 Fuduli, Antonio 2 Ghorai, Santanu 2 Jayadeva, Basabi Bhaumik 2 Jeyakumar, Vaithilingam 2 Kong, Lingchen 2 Luo, Jian 2 Mukherjee, Anirban 2 Oladunni, Olutayo O. 2 Pang, Shaoning 2 Paul, Saurabh 2 Piga, Dario 2 Qin, Linxia 2 Sarrafzadeh, Abdolhossein 2 Soubies, Emmanuel 2 Thompson, Michael E. 2 Wang, Zhen 2 Xiu, Naihua 2 Yan, Xin 2 Yang, Jian 2 Yang, Liming 2 Zhao, Chunxia 2 Zheng, Hao 2 Zhu, Lei 1 Ahmadi, Amir Ali 1 Airola, Antti 1 Alabdulmohsin, Ibrahim M. 1 Alonso-Betanzos, Amparo 1 Alzate, Carlos 1 Arun Kumar, M. 1 Audet, Charles 1 Avella, Pasquale 1 Avron, Haim 1 Awad, Mariette 1 Aytug, Haldun 1 Baesens, Bart 1 Bai, Zhi-Dong 1 Balasundaram, S. 1 Benítez-Peña, Sandra 1 Biswas, Kanad Kishore 1 Blanquero, Rafael 1 Boyd, Stephen Poythress 1 Brew, Bruce J. 1 Burkart, Nadia 1 Cai, Yanning 1 Cawley, Gavin C. 1 Chakraborty, Sounak 1 Chang, Lo-Bin 1 Chao, Yannan 1 Charkari, Nasrollah Moghadam 1 Chen, Gang 1 Chen, Haowen 1 Chen, Hong 1 Chen, Huaihou 1 Chen, Long 1 Chen, Ning 1 Chen, Tong 1 Chen, Weijie 1 Chien, Wen-Kuei 1 Cisse, Moustapha 1 Clarkson, Kenneth L. 1 Coleman, Thomas F. 1 Couellan, Nicolas P. 1 Cysique, Lucette A. 1 De Baets, Bernard 1 Di, Jin 1 Diligenti, Michelangelo 1 Ding, Lin-Ge 1 Doumpos, Michael 1 Duan, Naihua 1 Dunbar, Michelle 1 Fan, Hao 1 Fan, Ya-Ju 1 Fang, Shu-Cherng 1 Finley, Thomas 1 Fontenla-Romero, Oscar 1 Fu, Haoda 1 Fu, Lihua ...and 198 more Authors all top 5 Cited in 53 Serials 12 Pattern Recognition 8 Neural Networks 6 Machine Learning 6 European Journal of Operational Research 5 Information Sciences 5 Optimization Methods & Software 5 Soft Computing 4 Journal of Optimization Theory and Applications 3 Computers & Mathematics with Applications 3 Journal of Multivariate Analysis 3 Computers & Operations Research 3 Journal of Global Optimization 3 Computational & Mathematical Methods in Medicine 3 Journal of the Operations Research Society of China 2 Applied Mathematics and Computation 2 Automatica 2 Signal Processing 2 Annals of Operations Research 2 Neural Computation 2 Computational Statistics and Data Analysis 2 Mathematical Programming. Series A. Series B 2 Computational Optimization and Applications 2 Journal of Combinatorial Optimization 2 Wuhan University Journal of Natural Sciences (WUJNS) 2 Computational Management Science 2 Optimization Letters 2 Statistical Analysis and Data Mining 1 Artificial Intelligence 1 Biometrics 1 Fuzzy Sets and Systems 1 Journal of the American Statistical Association 1 Operations Research Letters 1 SIAM Journal on Matrix Analysis and Applications 1 Journal of Scientific Computing 1 Computational Statistics 1 SIAM Journal on Optimization 1 Cybernetics and Systems Analysis 1 The Journal of Artificial Intelligence Research (JAIR) 1 Mathematical Methods of Operations Research 1 Journal of Systems Science and Complexity 1 Theory and Practice of Logic Programming 1 Journal of Applied Mathematics 1 Journal of Machine Learning Research (JMLR) 1 4OR 1 Journal of Industrial and Management Optimization 1 Statistical Methodology 1 Advances in Data Analysis and Classification. ADAC 1 SIAM Journal on Imaging Sciences 1 Discrete and Continuous Dynamical Systems. Series S 1 Operational Research. An International Journal 1 Algorithms 1 Statistics Surveys 1 EURO Journal on Computational Optimization all top 5 Cited in 15 Fields 70 Computer science (68-XX) 51 Operations research, mathematical programming (90-XX) 41 Statistics (62-XX) 14 Numerical analysis (65-XX) 7 Biology and other natural sciences (92-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 4 Systems theory; control (93-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Information and communication theory, circuits (94-XX) 2 Probability theory and stochastic processes (60-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Optics, electromagnetic theory (78-XX) Citations by Year