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Kernel based support vector machine via semidefinite programming : application to medical diagnosis
Conforti, Domenico; Guido, Rosita - In: Computers & operations research : and their … 37 (2010) 8, pp. 1389-1394
Persistent link: https://www.econbiz.de/10003944897
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Global resolution of the support vector machine regression parameters selection problem with LPCC
Lee, Yu-Ching; Pang, Jong-shi; Mitchell, John E. - In: EURO journal on computational optimization 3 (2015) 3, pp. 197-261
Persistent link: https://www.econbiz.de/10011379670
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Interpretable support vector machines for functional data
Martin-Barragan, Belen; Lillo, Rosa; Romo, Juan - In: European journal of operational research : EJOR 232 (2014) 1, pp. 146-155
Persistent link: https://www.econbiz.de/10010224722
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Support vector machines maximizing geometric margins for multi-class classification
Tatsumi, Keiji; Tanino, Tetsuzo - In: Top : transactions in operations research 22 (2014) 3, pp. 815-840
Persistent link: https://www.econbiz.de/10010437131
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Incremental accelerated gradient methods for SVM classification : study of the constrained approach
Couellan, Nicolas; Jan, Sophie - In: Computational Management Science : CMS 11 (2014) 4, pp. 419-444
Persistent link: https://www.econbiz.de/10010437148
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A linearly convergent linear-time first-order algorithm for support vector classification with a core set result
Kumar, Piyush; Yıldırım, E. Alper - In: INFORMS journal on computing : JOC 23 (2011) 3, pp. 377-391
Persistent link: https://www.econbiz.de/10009296303
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Hyper-parameter optimization for support vector machines using stochastic gradient descent and dual coordinate descent
Jiang, Wei; Siddiqui, Sauleh - In: EURO journal on computational optimization 8 (2020) 1, pp. 85-101
Persistent link: https://www.econbiz.de/10012803807
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A mixed integer linear programming support vector machine for cost-effective group feature selection : branch-cut-and-price approach
Lee, In Gyu; Yoon, Sang Won; Won, Daehan - In: European journal of operational research : EJOR 299 (2022) 3, pp. 1055-1068
Persistent link: https://www.econbiz.de/10013207225
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Product quality improvement method in manufacturing process based on kernel optimisation algorithm
Wei, Zhe; Feng, Yixiong; Hong, Zhaoxi; Qu, Rongxia; … - In: International journal of production research 55 (2017) 19/20, pp. 5597-5608
Persistent link: https://www.econbiz.de/10011724138
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Nonlinear optimization and support vector machines
Piccialli, Veronica; Sciandrone, Marco - In: 4OR : a quarterly journal of operations research 16 (2018) 2, pp. 111-149
Persistent link: https://www.econbiz.de/10011874285