Ghattas, Omar; Willcox, Karen Learning physics-based models from data: perspectives from inverse problems and model reduction. (English) Zbl 1520.65043 Acta Numerica 30, 445-554 (2021). MSC: 65K10 65L09 65M32 62F15 86A04 PDFBibTeX XMLCite \textit{O. Ghattas} and \textit{K. Willcox}, Acta Numerica 30, 445--554 (2021; Zbl 1520.65043) Full Text: DOI
Ordin, Burak; Bagirov, Adil; Mohebi, Ehsan An incremental nonsmooth optimization algorithm for clustering using \(L_1\) and \(L_\infty\) norms. (English) Zbl 1476.90367 J. Ind. Manag. Optim. 16, No. 6, 2757-2779 (2020). MSC: 90C90 90C26 62H30 PDFBibTeX XMLCite \textit{B. Ordin} et al., J. Ind. Manag. Optim. 16, No. 6, 2757--2779 (2020; Zbl 1476.90367) Full Text: DOI
Campillo-Funollet, Eduard; Venkataraman, Chandrasekhar; Madzvamuse, Anotida Bayesian parameter identification for Turing systems on stationary and evolving domains. (English) Zbl 1409.92006 Bull. Math. Biol. 81, No. 1, 81-104 (2019). MSC: 92B15 62P10 35K57 PDFBibTeX XMLCite \textit{E. Campillo-Funollet} et al., Bull. Math. Biol. 81, No. 1, 81--104 (2019; Zbl 1409.92006) Full Text: DOI
Li, Yujian; Leng, Qiangkui Alternating multiconlitron: a novel framework for piecewise linear classification. (English) Zbl 1373.68354 Pattern Recognition 48, No. 3, 968-975 (2015). MSC: 68T10 62H30 68T05 PDFBibTeX XMLCite \textit{Y. Li} and \textit{Q. Leng}, Pattern Recognition 48, No. 3, 968--975 (2015; Zbl 1373.68354) Full Text: DOI
Ozturk, Gurkan; Bagirov, Adil M.; Kasimbeyli, Refail An incremental piecewise linear classifier based on polyhedral conic separation. (English) Zbl 1343.62037 Mach. Learn. 101, No. 1-3, 397-413 (2015). MSC: 62H30 90C26 90C56 PDFBibTeX XMLCite \textit{G. Ozturk} et al., Mach. Learn. 101, No. 1--3, 397--413 (2015; Zbl 1343.62037) Full Text: DOI
Bagirov, Adil M.; Ugon, Julien; Mirzayeva, Hijran G. Nonsmooth optimization algorithm for solving clusterwise linear regression problems. (English) Zbl 1311.65067 J. Optim. Theory Appl. 164, No. 3, 755-780 (2015). MSC: 65K05 62J05 90C25 PDFBibTeX XMLCite \textit{A. M. Bagirov} et al., J. Optim. Theory Appl. 164, No. 3, 755--780 (2015; Zbl 1311.65067) Full Text: DOI
Bagirov, A. M.; Ordin, B.; Ozturk, G.; Xavier, A. E. An incremental clustering algorithm based on hyperbolic smoothing. (English) Zbl 1309.90098 Comput. Optim. Appl. 61, No. 1, 219-241 (2015). MSC: 90C30 65K05 62H30 PDFBibTeX XMLCite \textit{A. M. Bagirov} et al., Comput. Optim. Appl. 61, No. 1, 219--241 (2015; Zbl 1309.90098) Full Text: DOI
Carrizosa, Emilio; Romero Morales, Dolores Supervised classification and mathematical optimization. (English) Zbl 1349.68135 Comput. Oper. Res. 40, No. 1, 150-165 (2013). MSC: 68T05 62H30 90C90 PDFBibTeX XMLCite \textit{E. Carrizosa} and \textit{D. Romero Morales}, Comput. Oper. Res. 40, No. 1, 150--165 (2013; Zbl 1349.68135) Full Text: DOI Link
Bagirov, Adil; Clausen, Conny; Kohler, Michael An algorithm for the estimation of a regression function by continuous piecewise linear functions. (English) Zbl 1187.90267 Comput. Optim. Appl. 45, No. 1, 159-179 (2010). MSC: 90C30 62J02 PDFBibTeX XMLCite \textit{A. Bagirov} et al., Comput. Optim. Appl. 45, No. 1, 159--179 (2010; Zbl 1187.90267) Full Text: DOI Link