Kwak, Wikil; Shi, Yong; Lee, Cheng Few Data mining applications in accounting and finance context. (English) Zbl 1452.91322 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific. 823-857 (2021). MSC: 91G45 62P05 62R07 PDF BibTeX XML Cite \textit{W. Kwak} et al., in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific. 823--857 (2021; Zbl 1452.91322) Full Text: DOI
Li, Jianping; Liu, Mingxi; Lee, Cheng Few; Wu, Dengsheng Support vector machines based methodology for credit risk analysis. (English) Zbl 07283232 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific (ISBN 978-981-12-0241-4/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 791-822 (2021). MSC: 91G40 62P05 68T05 PDF BibTeX XML Cite \textit{J. Li} et al., in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific. 791--822 (2021; Zbl 07283232) Full Text: DOI
Liu, Fanghui; Huang, Xiaolin; Gong, Chen; Yang, Jie; Li, Li Learning data-adaptive non-parametric kernels. (English) Zbl 07306897 J. Mach. Learn. Res. 21, Paper No. 208, 39 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Liu} et al., J. Mach. Learn. Res. 21, Paper No. 208, 39 p. (2020; Zbl 07306897) Full Text: Link
Hao, Pei-Yi Dual possibilistic regression analysis using support vector networks. (English) Zbl 1452.62568 Fuzzy Sets Syst. 387, 1-34 (2020). MSC: 62J86 68T05 PDF BibTeX XML Cite \textit{P.-Y. Hao}, Fuzzy Sets Syst. 387, 1--34 (2020; Zbl 1452.62568) Full Text: DOI
Zenkov, V. V. Applying an approximation of the Anderson discriminant function and support vector machines for solving some classification tasks. (English. Russian original) Zbl 07294353 Autom. Remote Control 81, No. 1, 118-129 (2020); translation from Avtom. Telemekh. 2020, No. 1, 159-172 (2020). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{V. V. Zenkov}, Autom. Remote Control 81, No. 1, 118--129 (2020; Zbl 07294353); translation from Avtom. Telemekh. 2020, No. 1, 159--172 (2020) Full Text: DOI
Nychka, Douglas; Ma, Ping; Bates, Douglas A conversation with Grace Wahba. (English) Zbl 07292515 Stat. Sci. 35, No. 2, 308-320 (2020). MSC: 62 PDF BibTeX XML Cite \textit{D. Nychka} et al., Stat. Sci. 35, No. 2, 308--320 (2020; Zbl 07292515) Full Text: DOI Euclid
Won, Daehan; Manzour, Hasan; Chaovalitwongse, Wanpracha Convex optimization for group feature selection in networked data. (English) Zbl 1451.90034 INFORMS J. Comput. 32, No. 1, 182-198 (2020). MSC: 90B10 90C34 90C25 68T05 PDF BibTeX XML Cite \textit{D. Won} et al., INFORMS J. Comput. 32, No. 1, 182--198 (2020; Zbl 1451.90034) Full Text: DOI
van Messem, Arnout Support vector machines: a robust prediction method with applications in bioinformatics. (English) Zbl 1444.62137 Rao, Arni Srinivasa (ed.) et al., Principles and methods for data science. Amsterdam: Elsevier/North Holland. Handb. Stat. 43, 391-466 (2020). MSC: 62R07 62H30 62P10 PDF BibTeX XML Cite \textit{A. van Messem}, Handb. Stat. 43, 391--466 (2020; Zbl 1444.62137) Full Text: DOI
Blanco, Victor; Puerto, Justo; Rodriguez-Chia, Antonio M. On \(\ell_p\)-support vector machines and multidimensional kernels. (English) Zbl 07255045 J. Mach. Learn. Res. 21, Paper No. 14, 29 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{V. Blanco} et al., J. Mach. Learn. Res. 21, Paper No. 14, 29 p. (2020; Zbl 07255045) Full Text: Link
Hung, Ying-Chao; Michailidis, George; PakHai Lok, Horace Locating infinite discontinuities in computer experiments. (English) Zbl 07216999 SIAM/ASA J. Uncertain. Quantif. 8, 717-747 (2020). MSC: 68T05 62K05 90B22 62K99 62P99 65C60 PDF BibTeX XML Cite \textit{Y.-C. Hung} et al., SIAM/ASA J. Uncertain. Quantif. 8, 717--747 (2020; Zbl 07216999) Full Text: DOI
Dumpert, Florian Quantitative robustness of localized support vector machines. (English) Zbl 1442.62767 Commun. Pure Appl. Anal. 19, No. 8, 3947-3956 (2020). MSC: 62R07 62G35 68Q32 68T05 PDF BibTeX XML Cite \textit{F. Dumpert}, Commun. Pure Appl. Anal. 19, No. 8, 3947--3956 (2020; Zbl 1442.62767) Full Text: DOI
Lu, Yanfei; Yin, Qingfei; Li, Hongyi; Sun, Hongli; Yang, Yunlei; Hou, Muzhou Solving higher order nonlinear ordinary differential equations with least squares support vector machines. (English) Zbl 07213094 J. Ind. Manag. Optim. 16, No. 3, 1481-1502 (2020). MSC: 65L 68W25 68T99 34A12 34B15 PDF BibTeX XML Cite \textit{Y. Lu} et al., J. Ind. Manag. Optim. 16, No. 3, 1481--1502 (2020; Zbl 07213094) Full Text: DOI
Bhosekar, Atharv; Ierapetritou, Marianthi A discontinuous derivative-free optimization framework for multi-enterprise supply chain. (English) Zbl 1444.90118 Optim. Lett. 14, No. 4, 959-988 (2020). MSC: 90C56 90C90 PDF BibTeX XML Cite \textit{A. Bhosekar} and \textit{M. Ierapetritou}, Optim. Lett. 14, No. 4, 959--988 (2020; Zbl 1444.90118) Full Text: DOI
Zamzami, Nuha; Bouguila, Nizar Deriving probabilistic SVM kernels from exponential family approximations to multivariate distributions for count data. (English) Zbl 1434.62091 Bouguila, Nizar (ed.) et al., Mixture models and applications. Cham: Springer. Unsuperv. Semi-Superv. Learn., 125-153 (2020). MSC: 62H10 62H30 68T05 62B10 62P30 PDF BibTeX XML Cite \textit{N. Zamzami} and \textit{N. Bouguila}, in: Mixture models and applications. Cham: Springer. 125--153 (2020; Zbl 1434.62091) Full Text: DOI
Uy, Wayne Isaac T.; Grigoriu, Mircea D. Identification of input random field samples causing extreme responses. (English) Zbl 07193559 Appl. Math. Modelling 82, 916-937 (2020). MSC: 62 60 PDF BibTeX XML Cite \textit{W. I. T. Uy} and \textit{M. D. Grigoriu}, Appl. Math. Modelling 82, 916--937 (2020; Zbl 07193559) Full Text: DOI
Berk, Richard A. Statistical learning from a regression perspective. 3rd revised and updated edition. (English) Zbl 1435.62001 Springer Texts in Statistics. Cham: Springer (ISBN 978-3-030-40188-7/hbk; 978-3-030-40189-4/ebook). xxvii, 433 p. (2020). MSC: 62-01 62G08 62P25 68T05 62-04 62P10 PDF BibTeX XML Cite \textit{R. A. Berk}, Statistical learning from a regression perspective. 3rd revised and updated edition. Cham: Springer (2020; Zbl 1435.62001) Full Text: DOI
Jiang, Wei; Siddiqui, Sauleh Hyper-parameter optimization for support vector machines using stochastic gradient descent and dual coordinate descent. (English) Zbl 1432.68387 EURO J. Comput. Optim. 8, No. 1, 85-101 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Jiang} and \textit{S. Siddiqui}, EURO J. Comput. Optim. 8, No. 1, 85--101 (2020; Zbl 1432.68387) Full Text: DOI
Laurain, Vincent; Tóth, Roland; Piga, Dario; Darwish, Mohamed Abdelmonim Hassan Sparse RKHS estimation via globally convex optimization and its application in LPV-IO identification. (English) Zbl 1436.93033 Automatica 115, Article ID 108914, 10 p. (2020). MSC: 93B30 93C05 90C25 PDF BibTeX XML Cite \textit{V. Laurain} et al., Automatica 115, Article ID 108914, 10 p. (2020; Zbl 1436.93033) Full Text: DOI
Maldonado, Sebastián; López, Julio; Vairetti, Carla Profit-based churn prediction based on minimax probability machines. (English) Zbl 1441.62806 Eur. J. Oper. Res. 284, No. 1, 273-284 (2020). MSC: 62P20 62H30 68T05 90C30 PDF BibTeX XML Cite \textit{S. Maldonado} et al., Eur. J. Oper. Res. 284, No. 1, 273--284 (2020; Zbl 1441.62806) Full Text: DOI
Couellan, Nicolas; Jan, Sophie Feature uncertainty bounds for explicit feature maps and large robust nonlinear SVM classifiers. (English) Zbl 1436.62246 Ann. Math. Artif. Intell. 88, No. 1-3, 269-289 (2020). MSC: 62H30 62G35 68T05 62R07 PDF BibTeX XML Cite \textit{N. Couellan} and \textit{S. Jan}, Ann. Math. Artif. Intell. 88, No. 1--3, 269--289 (2020; Zbl 1436.62246) Full Text: DOI
Ghosh, Debdas; Singh, Abhishek; Shukla, K. K.; Manchanda, Kartik Extended Karush-Kuhn-Tucker condition for constrained interval optimization problems and its application in support vector machines. (English) Zbl 07306726 Inf. Sci. 504, 276-292 (2019). MSC: 90C30 62H30 90C46 90C70 PDF BibTeX XML Cite \textit{D. Ghosh} et al., Inf. Sci. 504, 276--292 (2019; Zbl 07306726) Full Text: DOI
Blanquero, Rafael; Carrizosa, Emilio; Jiménez-Cordero, Asunción; Martín-Barragán, Belén Variable selection in classification for multivariate functional data. (English) Zbl 1443.62179 Inf. Sci. 481, 445-462 (2019). MSC: 62H30 90C26 PDF BibTeX XML Cite \textit{R. Blanquero} et al., Inf. Sci. 481, 445--462 (2019; Zbl 1443.62179) Full Text: DOI
Rungruang, Chongkolnee; Srichaikul, Wilawan; Chanaim, Somsak; Sriboonchitta, Songsak Prediction the direction of SET50 index using support vector machines. (English) Zbl 07255572 Thai J. Math., Spec. Iss.: Structural change modeling and optimization in econometrics 2018, 153-165 (2019). MSC: 35K05 91G20 PDF BibTeX XML Cite \textit{C. Rungruang} et al., Thai J. Math. , 153--165 (2019; Zbl 07255572) Full Text: Link
Gerhart, Christoph; Lütkebohmert, Eva; Weber, Marc Robust forecasting of multiple yield curves. (English) Zbl 1434.62203 Valenzuela, Olga (ed.) et al., Theory and applications of time series analysis. Selected contributions from the international conference on time series and forecasting, ITISE 2018, Granada, Spain, September 19–21, 2018. Cham: Springer. Contrib. Stat., 187-202 (2019). MSC: 62M20 62G35 62P05 62M45 68T05 91B84 PDF BibTeX XML Cite \textit{C. Gerhart} et al., in: Theory and applications of time series analysis. Selected contributions from the international conference on time series and forecasting, ITISE 2018, Granada, Spain, September 19--21, 2018. Cham: Springer. 187--202 (2019; Zbl 1434.62203) Full Text: DOI
Chen, Mingshuai; Wang, Jian; An, Jie; Zhan, Bohua; Kapur, Deepak; Zhan, Naijun NIL: learning nonlinear interpolants. (English) Zbl 07178976 Fontaine, Pascal (ed.), Automated deduction – CADE 27. 27th international conference on automated deduction, Natal, Brazil, August 27–30, 2019. Proceedings. Cham: Springer (ISBN 978-3-030-29435-9/pbk; 978-3-030-29436-6/ebook). Lecture Notes in Computer Science 11716. Lecture Notes in Artificial Intelligence, 178-196 (2019). MSC: 03B35 68V15 PDF BibTeX XML Cite \textit{M. Chen} et al., Lect. Notes Comput. Sci. 11716, 178--196 (2019; Zbl 07178976) Full Text: DOI
Wu, Ziku; Ding, Chang; Li, Guofeng; Han, Xiaoming; Li, Juan Learning solutions to the source inverse problem of wave equations using LS-SVM. (English) Zbl 1427.35367 J. Inverse Ill-Posed Probl. 27, No. 5, 657-669 (2019). MSC: 35R30 65M32 68T05 35L20 PDF BibTeX XML Cite \textit{Z. Wu} et al., J. Inverse Ill-Posed Probl. 27, No. 5, 657--669 (2019; Zbl 1427.35367) Full Text: DOI
Umbreen, Fariha; Ahmed, Faizan; Iqbal, Muhammad Faisal On convergence rate of a convex relaxation of semisupervised support vector machines. (English) Zbl 1435.68283 C. R. Acad. Bulg. Sci. 72, No. 5, 573-583 (2019). Reviewer: Angela Slavova (Sofia) MSC: 68T05 PDF BibTeX XML Cite \textit{F. Umbreen} et al., C. R. Acad. Bulg. Sci. 72, No. 5, 573--583 (2019; Zbl 1435.68283) Full Text: DOI
Halder, Yous V.; Sanderse, Benjamin; Koren, Barry An adaptive minimum spanning tree multielement method for uncertainty quantification of smooth and discontinuous responses. (English) Zbl 1447.65100 SIAM J. Sci. Comput. 41, No. 6, A3624-A3648 (2019). Reviewer: Temur A. Jangveladze (Tbilisi) MSC: 65M70 68Q32 65M55 65D05 65N25 05C05 PDF BibTeX XML Cite \textit{Y. V. Halder} et al., SIAM J. Sci. Comput. 41, No. 6, A3624--A3648 (2019; Zbl 1447.65100) Full Text: DOI
Mello-Román, Jorge D.; Mello-Román, Julio C.; Gómez-Guerrero, Santiago; García-Torres, Miguel Predictive models for the medical diagnosis of dengue: a case study in Paraguay. (English) Zbl 1423.92106 Comput. Math. Methods Med. 2019, Article ID 7307803, 7 p. (2019). MSC: 92C50 92-08 PDF BibTeX XML Cite \textit{J. D. Mello-Román} et al., Comput. Math. Methods Med. 2019, Article ID 7307803, 7 p. (2019; Zbl 1423.92106) Full Text: DOI
Li, Xue; Yang, Lifeng; Zhang, Xiaopan; Jiao, Xiong Prediction of protein-protein interactions based on domain. (English) Zbl 1423.92057 Comput. Math. Methods Med. 2019, Article ID 5238406, 7 p. (2019). MSC: 92C40 92D20 92-08 PDF BibTeX XML Cite \textit{X. Li} et al., Comput. Math. Methods Med. 2019, Article ID 5238406, 7 p. (2019; Zbl 1423.92057) Full Text: DOI
Aravindh, A.; Shiju, S. S.; Sumitra, S. Kernel collaborative online algorithms for multi-task learning. (English) Zbl 07121050 Ann. Math. Artif. Intell. 86, No. 4, 269-286 (2019). MSC: 68Txx PDF BibTeX XML Cite \textit{A. Aravindh} et al., Ann. Math. Artif. Intell. 86, No. 4, 269--286 (2019; Zbl 07121050) Full Text: DOI
Panagopoulos, Orestis P.; Xanthopoulos, Petros; Razzaghi, Talayeh; Şeref, Onur Relaxed support vector regression. (English) Zbl 07119448 Ann. Oper. Res. 276, No. 1-2, 191-210 (2019). MSC: 68T PDF BibTeX XML Cite \textit{O. P. Panagopoulos} et al., Ann. Oper. Res. 276, No. 1--2, 191--210 (2019; Zbl 07119448) Full Text: DOI
Ketabchi, Saeed; Moosaei, Hossein; Razzaghi, Mohamad; Pardalos, Panos M. An improvement on parametric \(\nu\)-support vector algorithm for classification. (English) Zbl 07119446 Ann. Oper. Res. 276, No. 1-2, 155-168 (2019). MSC: 68T 68 62C 62 PDF BibTeX XML Cite \textit{S. Ketabchi} et al., Ann. Oper. Res. 276, No. 1--2, 155--168 (2019; Zbl 07119446) Full Text: DOI
Wang, Hongyuan; Geng, Lei; Ni, Tongguang; Wang, Chong Knowledge embedded transfer twin support vector machine. (Chinese. English summary) Zbl 1438.68125 Control Decis. 34, No. 3, 519-526 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Wang} et al., Control Decis. 34, No. 3, 519--526 (2019; Zbl 1438.68125) Full Text: DOI
Benítez-Peña, Sandra; Blanquero, Rafael; Carrizosa, Emilio; Ramírez-Cobo, Pepa On support vector machines under a multiple-cost scenario. (English) Zbl 07103446 Adv. Data Anal. Classif., ADAC 13, No. 3, 663-682 (2019). MSC: 62P99 90C11 90C30 PDF BibTeX XML Cite \textit{S. Benítez-Peña} et al., Adv. Data Anal. Classif., ADAC 13, No. 3, 663--682 (2019; Zbl 07103446) Full Text: DOI
Ramasubramanian, Karthik; Singh, Abhishek Machine learning using R. With time series and industry-based use cases in R. 2nd edition. (English) Zbl 1423.68007 New York, NY: Apress (ISBN 978-1-4842-4214-8/pbk; 978-1-4842-4215-5/ebook). xxiv, 700 p. (2019). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 68-02 68T05 PDF BibTeX XML Cite \textit{K. Ramasubramanian} and \textit{A. Singh}, Machine learning using R. With time series and industry-based use cases in R. 2nd edition. New York, NY: Apress (2019; Zbl 1423.68007) Full Text: DOI
Csáji, Balázs Cs.; Kis, Krisztián B. Distribution-free uncertainty quantification for kernel methods by gradient perturbations. (English) Zbl 07097486 Mach. Learn. 108, No. 8-9, 1677-1699 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{B. Cs. Csáji} and \textit{K. B. Kis}, Mach. Learn. 108, No. 8--9, 1677--1699 (2019; Zbl 07097486) Full Text: DOI
Artemiou, Andreas Using adaptively weighted large margin classifiers for robust sufficient dimension reduction. (English) Zbl 1429.62233 Statistics 53, No. 5, 1037-1051 (2019). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62G35 62G32 PDF BibTeX XML Cite \textit{A. Artemiou}, Statistics 53, No. 5, 1037--1051 (2019; Zbl 1429.62233) Full Text: DOI
García Nieto, P. J.; García-Gonzalo, E.; Sánchez Lasheras, F.; Paredes-Sánchez, J. P.; Riesgo Fernández, P. Forecast of the higher heating value in biomass torrefaction by means of machine learning techniques. (English) Zbl 1419.62528 J. Comput. Appl. Math. 357, 284-301 (2019). MSC: 62P30 68T05 80A32 90C59 PDF BibTeX XML Cite \textit{P. J. García Nieto} et al., J. Comput. Appl. Math. 357, 284--301 (2019; Zbl 1419.62528) Full Text: DOI
Xu, Yuesheng; Ye, Qi Generalized Mercer kernels and reproducing kernel Banach spaces. (English) Zbl 07069178 Memoirs of the American Mathematical Society 1243. Providence, RI: American Mathematical Society (AMS) (ISBN 978-1-4704-3550-9/pbk; 978-1-4704-5077-9/ebook). vi, 122 p. (2019). Reviewer: Martin D. Buhmann (Gießen) MSC: 68-02 46-02 65-02 46E22 65Dxx 68T05 PDF BibTeX XML Cite \textit{Y. Xu} and \textit{Q. Ye}, Generalized Mercer kernels and reproducing kernel Banach spaces. Providence, RI: American Mathematical Society (AMS) (2019; Zbl 07069178) Full Text: DOI arXiv
Tong, Hongzhi; Chen, Di-Rong; Yang, Fenghong Support vector machines regression with unbounded sampling. (English) Zbl 07065448 Appl. Anal. 98, No. 9, 1626-1635 (2019). MSC: 68T05 62J02 PDF BibTeX XML Cite \textit{H. Tong} et al., Appl. Anal. 98, No. 9, 1626--1635 (2019; Zbl 07065448) Full Text: DOI
Benítez-Peña, S.; Blanquero, R.; Carrizosa, E.; Ramírez-Cobo, P. Cost-sensitive feature selection for support vector machines. (English) Zbl 07043530 Comput. Oper. Res. 106, 169-178 (2019). MSC: 90B PDF BibTeX XML Cite \textit{S. Benítez-Peña} et al., Comput. Oper. Res. 106, 169--178 (2019; Zbl 07043530) Full Text: DOI
Farooq, Muhammad; Steinwart, Ingo Learning rates for kernel-based expectile regression. (English) Zbl 07036664 Mach. Learn. 108, No. 2, 203-227 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Farooq} and \textit{I. Steinwart}, Mach. Learn. 108, No. 2, 203--227 (2019; Zbl 07036664) Full Text: DOI
Dasgupta, Sayan; Goldberg, Yair; Kosorok, Michael R. Feature elimination in kernel machines in moderately high dimensions. (English) Zbl 1420.68167 Ann. Stat. 47, No. 1, 497-526 (2019). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Dasgupta} et al., Ann. Stat. 47, No. 1, 497--526 (2019; Zbl 1420.68167) Full Text: DOI Euclid
Kalantari, Bahman An algorithmic separating hyperplane theorem and its applications. (English) Zbl 1436.90138 Discrete Appl. Math. 256, 59-82 (2019). Reviewer: Nada Djuranović-Miličić (Belgrade) MSC: 90C30 PDF BibTeX XML Cite \textit{B. Kalantari}, Discrete Appl. Math. 256, 59--82 (2019; Zbl 1436.90138) Full Text: DOI
Ordóñez, Celestino; Sánchez Lasheras, Fernando; Roca-Pardiñas, Javier; de Cos Juez, Francisco Javier A hybrid ARIMA-SVM model for the study of the remaining useful life of aircraft engines. (English) Zbl 1405.62247 J. Comput. Appl. Math. 346, 184-191 (2019). MSC: 62P30 62N05 62M10 PDF BibTeX XML Cite \textit{C. Ordóñez} et al., J. Comput. Appl. Math. 346, 184--191 (2019; Zbl 1405.62247) Full Text: DOI
Griva, Igor Convergence analysis of augmented Lagrangian-fast projected gradient method for convex quadratic problems. (English) Zbl 07300549 Pure Appl. Funct. Anal. 3, No. 3, 417-428 (2018). MSC: 49 90 PDF BibTeX XML Cite \textit{I. Griva}, Pure Appl. Funct. Anal. 3, No. 3, 417--428 (2018; Zbl 07300549) Full Text: Link
López, Julio; Maldonado, Sebastián; Carrasco, Miguel Double regularization methods for robust feature selection and SVM classification via DC programming. (English) Zbl 1436.68310 Inf. Sci. 429, 377-389 (2018). MSC: 68T05 90C22 PDF BibTeX XML Cite \textit{J. López} et al., Inf. Sci. 429, 377--389 (2018; Zbl 1436.68310) Full Text: DOI
Xia, Xiao-Lei Training sparse least squares support vector machines by the QR decomposition. (English) Zbl 1434.68475 Neural Netw. 106, 175-184 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{X.-L. Xia}, Neural Netw. 106, 175--184 (2018; Zbl 1434.68475) Full Text: DOI
Boruz, Dumitru Bogdan Mateis; Stoean, Catalin On supporting cancer grading based on histological slides using a limited number of features. (English) Zbl 1438.92039 An. Univ. Craiova, Ser. Mat. Inf. 45, No. 1, 156-166 (2018). MSC: 92C55 92C50 68T05 PDF BibTeX XML Cite \textit{D. B. M. Boruz} and \textit{C. Stoean}, An. Univ. Craiova, Ser. Mat. Inf. 45, No. 1, 156--166 (2018; Zbl 1438.92039)
Nguyen, Hien D.; Jones, Andrew T.; McLachlan, Geoffrey J. Stream-suitable optimization algorithms for some soft-margin support vector machine variants. (English) Zbl 1430.62272 Jpn. J. Stat. Data Sci. 1, No. 1, 81-108 (2018). MSC: 62R07 62H30 68T05 PDF BibTeX XML Cite \textit{H. D. Nguyen} et al., Jpn. J. Stat. Data Sci. 1, No. 1, 81--108 (2018; Zbl 1430.62272) Full Text: DOI
Wang, Zhenwu; He, Guanyao Research on selection method of kernel function. (Chinese. English summary) Zbl 1438.68130 J. Hunan Univ., Nat. Sci. 45, No. 10, 155-160 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Wang} and \textit{G. He}, J. Hunan Univ., Nat. Sci. 45, No. 10, 155--160 (2018; Zbl 1438.68130) Full Text: DOI
Yu, Jiaju; Li, Fule; Yu, Shuanghe; Wu, Ziku The approximate solutions to source inverse problem of 1-D convection-diffusion equation by LS-SVM. (English) Zbl 1409.74055 Inverse Probl. Sci. Eng. 26, No. 5, 677-690 (2018). MSC: 74S30 65M32 65K05 PDF BibTeX XML Cite \textit{J. Yu} et al., Inverse Probl. Sci. Eng. 26, No. 5, 677--690 (2018; Zbl 1409.74055) Full Text: DOI
Bar, Haim; Booth, James; Wells, Martin T.; Liu, Kangyan Facilitating high-dimensional transparent classification via empirical Bayes variable selection. (English) Zbl 07033559 Appl. Stoch. Models Bus. Ind. 34, No. 6, 949-961 (2018). MSC: 68 PDF BibTeX XML Cite \textit{H. Bar} et al., Appl. Stoch. Models Bus. Ind. 34, No. 6, 949--961 (2018; Zbl 07033559) Full Text: DOI
Mohri, Mehryar; Rostamizadeh, Afshin; Talwalkar, Ameet Foundations of machine learning. 2nd edition. (English) Zbl 1407.68007 Adaptive Computation and Machine Learning. Cambridge, MA: MIT Press (ISBN 978-0-262-03940-6/hbk). xv, 486 p., open access (2018). MSC: 68-01 68T05 PDF BibTeX XML Cite \textit{M. Mohri} et al., Foundations of machine learning. 2nd edition. Cambridge, MA: MIT Press (2018; Zbl 1407.68007) Full Text: Link
Salehpour, Elham; Vahidi, Javad; Hossinzadeh, Hssan Solving optimal control problems by PSO-SVM. (English) Zbl 1424.65091 Comput. Methods Differ. Equ. 6, No. 3, 312-325 (2018). MSC: 65K10 49M20 PDF BibTeX XML Cite \textit{E. Salehpour} et al., Comput. Methods Differ. Equ. 6, No. 3, 312--325 (2018; Zbl 1424.65091) Full Text: Link
Windridge, David; Mengoni, Riccardo; Nagarajan, Rajagopal Quantum error-correcting output codes. (English) Zbl 1407.81082 Int. J. Quantum Inf. 16, No. 8, Article ID 1840003, 12 p. (2018). MSC: 81P70 81P68 68T05 94B60 PDF BibTeX XML Cite \textit{D. Windridge} et al., Int. J. Quantum Inf. 16, No. 8, Article ID 1840003, 12 p. (2018; Zbl 1407.81082) Full Text: DOI
Valera, Manuel; Guo, Zhengyang; Kelly, Priscilla; Matz, Sean; Cantu, Vito Adrian; Percus, Allon G.; Hyman, Jeffrey D.; Srinivasan, Gowri; Viswanathan, Hari S. Machine learning for graph-based representations of three-dimensional discrete fracture networks. (English) Zbl 1405.76059 Comput. Geosci. 22, No. 3, 695-710 (2018). MSC: 76S05 05C90 68T05 74L10 86A60 PDF BibTeX XML Cite \textit{M. Valera} et al., Comput. Geosci. 22, No. 3, 695--710 (2018; Zbl 1405.76059) Full Text: DOI
Zhang, Quan; Zhou, Mingyuan Permuted and augmented stick-breaking Bayesian multinomial regression. (English) Zbl 06982960 J. Mach. Learn. Res. 18(2017-2018), Paper No. 204, 33 p. (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{Q. Zhang} and \textit{M. Zhou}, J. Mach. Learn. Res. 18, Paper No. 204, 33 p. (2018; Zbl 06982960) Full Text: Link
Wang, Chao; Liu, Xiaowei; Ha, Minghu; Zhao, Ting Credibility support vector machines based on fuzzy outputs. (English) Zbl 1398.68462 Soft Comput. 22, No. 16, 5429-5437 (2018). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{C. Wang} et al., Soft Comput. 22, No. 16, 5429--5437 (2018; Zbl 1398.68462) Full Text: DOI
Gao, Xiongfei Time series prediction based on chaotic least squares support vector machines. (Chinese. English summary) Zbl 1413.62138 Math. Pract. Theory 48, No. 8, 239-244 (2018). MSC: 62M10 62M20 62P12 68T05 PDF BibTeX XML Cite \textit{X. Gao}, Math. Pract. Theory 48, No. 8, 239--244 (2018; Zbl 1413.62138)
Tang, Zhenpeng; Huang, Shuangshuang; Chen, Weihong Research on the systemically important evaluation of banks based on support vector machine. (Chinese. English summary) Zbl 1413.91135 J. Syst. Sci. Math. Sci. 38, No. 1, 57-77 (2018). MSC: 91G70 62M10 62H05 68T05 68T20 PDF BibTeX XML Cite \textit{Z. Tang} et al., J. Syst. Sci. Math. Sci. 38, No. 1, 57--77 (2018; Zbl 1413.91135)
Bottegal, Giulio; Castro-Garcia, Ricardo; Suykens, Johan A. K. A two-experiment approach to Wiener system identification. (English) Zbl 1400.93313 Automatica 93, 282-289 (2018). MSC: 93E12 93B40 93E24 PDF BibTeX XML Cite \textit{G. Bottegal} et al., Automatica 93, 282--289 (2018; Zbl 1400.93313) Full Text: DOI
de Mello, Rodrigo Fernandes; Ponti, Moacir Antonelli Machine learning. A practical approach on the statistical learning theory. (English) Zbl 1408.68003 Cham: Springer (ISBN 978-3-319-94988-8/hbk; 978-3-319-94989-5/ebook). xv, 362 p. (2018). Reviewer: Catalin Stoean (Craiova) MSC: 68-01 68T05 PDF BibTeX XML Cite \textit{R. F. de Mello} and \textit{M. A. Ponti}, Machine learning. A practical approach on the statistical learning theory. Cham: Springer (2018; Zbl 1408.68003) Full Text: DOI
Schuld, Maria; Petruccione, Francesco Supervised learning with quantum computers. (English) Zbl 1411.81008 Quantum Science and Technology. Cham: Springer (ISBN 978-3-319-96423-2/hbk; 978-3-319-96424-9/ebook). xiii, 287 p. (2018). Reviewer: Andreas Maletti (Leipzig) MSC: 81-02 81P68 68Q05 68Q12 68Q32 68T05 82C32 PDF BibTeX XML Cite \textit{M. Schuld} and \textit{F. Petruccione}, Supervised learning with quantum computers. Cham: Springer (2018; Zbl 1411.81008) Full Text: DOI
Manno, Andrea; Palagi, Laura; Sagratella, Simone Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training. (English) Zbl 1405.90095 Comput. Optim. Appl. 71, No. 1, 115-145 (2018). MSC: 90C20 90C25 PDF BibTeX XML Cite \textit{A. Manno} et al., Comput. Optim. Appl. 71, No. 1, 115--145 (2018; Zbl 1405.90095) Full Text: DOI
Castro-Garcia, Ricardo; Tiels, Koen; Agudelo, Oscar Mauricio; Suykens, Johan A. K. Hammerstein system identification through best linear approximation inversion and regularisation. (English) Zbl 1397.93211 Int. J. Control 91, No. 8, 1757-1773 (2018). MSC: 93E12 93E24 93C10 93C05 68T05 PDF BibTeX XML Cite \textit{R. Castro-Garcia} et al., Int. J. Control 91, No. 8, 1757--1773 (2018; Zbl 1397.93211) Full Text: DOI
Aggarwal, Charu C. Machine learning for text. (English) Zbl 1395.68001 Cham: Springer (ISBN 978-3-319-73530-6/hbk; 978-3-319-73531-3/ebook). xxiii, 493 p. (2018). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 68-02 62H30 68P20 68T05 68T50 PDF BibTeX XML Cite \textit{C. C. Aggarwal}, Machine learning for text. Cham: Springer (2018; Zbl 1395.68001) Full Text: DOI
Iba, Hitoshi Evolutionary approach to machine learning and deep neural networks. Neuro-evolution and gene regulatory networks. (English) Zbl 1394.68003 Singapore: Springer (ISBN 978-981-13-0199-5/hbk; 978-981-13-0200-8/ebook). xiii, 245 p. (2018). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-02 68T05 68T20 68T40 90C59 92B20 92C42 92D10 92D15 PDF BibTeX XML Cite \textit{H. Iba}, Evolutionary approach to machine learning and deep neural networks. Neuro-evolution and gene regulatory networks. Singapore: Springer (2018; Zbl 1394.68003) Full Text: DOI
Wang, Ximing; Fan, Neng; Pardalos, Panos M. Robust chance-constrained support vector machines with second-order moment information. (English) Zbl 06886398 Ann. Oper. Res. 263, No. 1-2, 45-68 (2018). MSC: 62G35 68T05 PDF BibTeX XML Cite \textit{X. Wang} et al., Ann. Oper. Res. 263, No. 1--2, 45--68 (2018; Zbl 06886398) Full Text: DOI
García-Nieto, P. J.; García-Gonzalo, E.; Alonso Fernández, J. R.; Díaz Muñiz, C. Predictive modelling of eutrophication in the Pozón de la Dolores lake (Northern Spain) by using an evolutionary support vector machines approach. (English) Zbl 1388.92039 J. Math. Biol. 76, No. 4, 817-840 (2018). MSC: 92D40 68T05 90C59 PDF BibTeX XML Cite \textit{P. J. García-Nieto} et al., J. Math. Biol. 76, No. 4, 817--840 (2018; Zbl 1388.92039) Full Text: DOI
Ghosh, Swarnendu; Das, Nibaran; Gonçalves, Teresa; Quaresma, Paulo; Kundu, Mahantapas The journey of graph kernels through two decades. (English) Zbl 1382.68191 Comput. Sci. Rev. 27, 88-111 (2018). MSC: 68T05 68P05 68R10 68-02 PDF BibTeX XML Cite \textit{S. Ghosh} et al., Comput. Sci. Rev. 27, 88--111 (2018; Zbl 1382.68191) Full Text: DOI
Rizvi, Syed Zeeshan; Velni, Javad Mohammadpour; Abbasi, Farshid; Tóth, Roland; Meskin, Nader State-space LPV model identification using kernelized machine learning. (English) Zbl 1379.93094 Automatica 88, 38-47 (2018). MSC: 93E12 93E35 68T05 93E24 PDF BibTeX XML Cite \textit{S. Z. Rizvi} et al., Automatica 88, 38--47 (2018; Zbl 1379.93094) Full Text: DOI
Stamp, Mark Introduction to machine learning with applications in information security. (English) Zbl 1414.68002 Chapman & Hall/CRC Machine Learning & Pattern Recognition Series. Boca Raton, FL: CRC Press (ISBN 978-1-138-62678-2/hbk; 978-1-351-81807-0/ebook). xiv, 345 p. (2018). Reviewer: Martin Holena (Praha) MSC: 68-01 68T05 PDF BibTeX XML Cite \textit{M. Stamp}, Introduction to machine learning with applications in information security. Boca Raton, FL: CRC Press (2018; Zbl 1414.68002) Full Text: Link
Lu, Xiaoling; Dong, Fengchi; Liu, Xiexin; Chang, Xiangyu Varying coefficient support vector machines. (English) Zbl 1381.62183 Stat. Probab. Lett. 132, 107-115 (2018). MSC: 62H30 PDF BibTeX XML Cite \textit{X. Lu} et al., Stat. Probab. Lett. 132, 107--115 (2018; Zbl 1381.62183) Full Text: DOI
Ghaddar, Bissan; Naoum-Sawaya, Joe High dimensional data classification and feature selection using support vector machines. (English) Zbl 1381.62170 Eur. J. Oper. Res. 265, No. 3, 993-1004 (2018). MSC: 62H30 68T05 90C20 90C90 PDF BibTeX XML Cite \textit{B. Ghaddar} and \textit{J. Naoum-Sawaya}, Eur. J. Oper. Res. 265, No. 3, 993--1004 (2018; Zbl 1381.62170) Full Text: DOI
García Nieto, P. J.; García-Gonzalo, E.; Álvarez Antón, J. C.; González Suárez, V. M.; Mayo Bayón, R.; Mateos Martín, F. A comparison of several machine learning techniques for the centerline segregation prediction in continuous cast steel slabs and evaluation of its performance. (English) Zbl 1422.74082 J. Comput. Appl. Math. 330, 877-895 (2018). MSC: 74N05 62G08 62H30 68T05 68T20 PDF BibTeX XML Cite \textit{P. J. García Nieto} et al., J. Comput. Appl. Math. 330, 877--895 (2018; Zbl 1422.74082) Full Text: DOI
Drosou, Krystallenia; Koukouvinos, Christos Proximal support vector machine techniques on medical prediction outcome. (English) Zbl 07282054 J. Appl. Stat. 44, No. 3, 533-553 (2017). MSC: 62 PDF BibTeX XML Cite \textit{K. Drosou} and \textit{C. Koukouvinos}, J. Appl. Stat. 44, No. 3, 533--553 (2017; Zbl 07282054) Full Text: DOI
Feng, Chang; Liao, Shizhong Scalable Gaussian kernel support vector machines with sublinear training time complexity. (English) Zbl 1436.68299 Inf. Sci. 418-419, 480-494 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{C. Feng} and \textit{S. Liao}, Inf. Sci. 418--419, 480--494 (2017; Zbl 1436.68299) Full Text: DOI
Kanamori, Takafumi; Fujiwara, Shuhei; Takeda, Akiko Robustness of learning algorithms using hinge loss with outlier indicators. (English) Zbl 1429.68220 Neural Netw. 94, 173-191 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Kanamori} et al., Neural Netw. 94, 173--191 (2017; Zbl 1429.68220) Full Text: DOI
Figueroa, Nicolas; L’Huillier, Gastón; Weber, Richard Adversarial classification using signaling games with an application to phishing detection. (English) Zbl 1416.62336 Data Min. Knowl. Discov. 31, No. 1, 92-133 (2017). MSC: 62H30 62P20 68T05 91A28 PDF BibTeX XML Cite \textit{N. Figueroa} et al., Data Min. Knowl. Discov. 31, No. 1, 92--133 (2017; Zbl 1416.62336) Full Text: DOI
Zhang, Haigang; Zhang, Sen; Yin, Yixin Multi-class fault diagnosis of BF based on global optimization LS-SVM. (Chinese. English summary) Zbl 1424.94106 Chin. J. Eng. 39, No. 1, 39-47 (2017). MSC: 94C12 PDF BibTeX XML Cite \textit{H. Zhang} et al., Chin. J. Eng. 39, No. 1, 39--47 (2017; Zbl 1424.94106) Full Text: DOI
Law, T.; Shawe-Taylor, J. Practical Bayesian support vector regression for financial time series prediction and market condition change detection. (English) Zbl 1406.62120 Quant. Finance 17, No. 9, 1403-1416 (2017). MSC: 62P05 62F15 62M20 62M10 PDF BibTeX XML Cite \textit{T. Law} and \textit{J. Shawe-Taylor}, Quant. Finance 17, No. 9, 1403--1416 (2017; Zbl 1406.62120) Full Text: DOI
Couellan, Nicolas; Wang, Wenjuan Uncertainty-safe large scale support vector machines. (English) Zbl 06917829 Comput. Stat. Data Anal. 109, 215-230 (2017). MSC: 62 PDF BibTeX XML Cite \textit{N. Couellan} and \textit{W. Wang}, Comput. Stat. Data Anal. 109, 215--230 (2017; Zbl 06917829) Full Text: DOI
Farooq, Muhammad; Steinwart, Ingo An SVM-like approach for expectile regression. (English) Zbl 06917826 Comput. Stat. Data Anal. 109, 159-181 (2017). MSC: 62 PDF BibTeX XML Cite \textit{M. Farooq} and \textit{I. Steinwart}, Comput. Stat. Data Anal. 109, 159--181 (2017; Zbl 06917826) Full Text: DOI
Wu, Ziku; Chen, Jianyi 2-D convection-diffusion equation inverse process based on least square support vector machines method. (Chinese. English summary) Zbl 1399.65228 J. Northeast Norm. Univ., Nat. Sci. Ed. 49, No. 3, 47-51 (2017). MSC: 65M32 68T05 76R50 PDF BibTeX XML Cite \textit{Z. Wu} and \textit{J. Chen}, J. Northeast Norm. Univ., Nat. Sci. Ed. 49, No. 3, 47--51 (2017; Zbl 1399.65228) Full Text: DOI
Li, Qi; Du, Xiaodong; Zhang, Honglue; Xing, Liping Multiple kernel LSSVM modeling algorithm based on moving window. (Chinese. English summary) Zbl 1399.93015 J. Dalian Univ. Technol. 57, No. 5, 511-516 (2017). MSC: 93A30 68T05 93E24 30C40 PDF BibTeX XML Cite \textit{Q. Li} et al., J. Dalian Univ. Technol. 57, No. 5, 511--516 (2017; Zbl 1399.93015) Full Text: DOI
Duarte Silva, A. Pedro Optimization approaches to supervised classification. (English) Zbl 1403.62114 Eur. J. Oper. Res. 261, No. 2, 772-788 (2017). MSC: 62H30 90C90 PDF BibTeX XML Cite \textit{A. P. Duarte Silva}, Eur. J. Oper. Res. 261, No. 2, 772--788 (2017; Zbl 1403.62114) Full Text: DOI
Maldonado, Sebastián; Pérez, Juan; Bravo, Cristián Cost-based feature selection for support vector machines: an application in credit scoring. (English) Zbl 1403.90526 Eur. J. Oper. Res. 261, No. 2, 656-665 (2017). MSC: 90C11 68T05 91G40 91G80 PDF BibTeX XML Cite \textit{S. Maldonado} et al., Eur. J. Oper. Res. 261, No. 2, 656--665 (2017; Zbl 1403.90526) Full Text: DOI
Shu, Xinxin; Wang, Junhui; Shen, Xiaotong; Qu, Annie Word segmentation in Chinese language processing. (English) Zbl 1388.62192 Stat. Interface 10, No. 2, 165-173 (2017). MSC: 62H30 68T50 PDF BibTeX XML Cite \textit{X. Shu} et al., Stat. Interface 10, No. 2, 165--173 (2017; Zbl 1388.62192) Full Text: DOI
Norton, Matthew; Mafusalov, Alexander; Uryasev, Stan Soft margin support vector classification as buffered probability minimization. (English) Zbl 1434.68440 J. Mach. Learn. Res. 18(2017-2018), Paper No. 68, 43 p. (2017). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. Norton} et al., J. Mach. Learn. Res. 18, Paper No. 68, 43 p. (2017; Zbl 1434.68440) Full Text: Link
Al-Rawabdeh, Wasfi A.; Dalalah, Doraid Predictive decision making under risk and uncertainty: a support vector machines model. (English) Zbl 1408.91057 RAIRO, Oper. Res. 51, No. 3, 639-667 (2017). MSC: 91B06 91B16 68T05 PDF BibTeX XML Cite \textit{W. A. Al-Rawabdeh} and \textit{D. Dalalah}, RAIRO, Oper. Res. 51, No. 3, 639--667 (2017; Zbl 1408.91057) Full Text: DOI
Siddiqui, Fatima; Ali, Qazi M. An analytical study of the classification of highly skewed data. (English) Zbl 06837377 Commun. Stat., Simulation Comput. 46, No. 10, 7582-7601 (2017). MSC: 62H30 62 68 68T10 62Hxx PDF BibTeX XML Cite \textit{F. Siddiqui} and \textit{Q. M. Ali}, Commun. Stat., Simulation Comput. 46, No. 10, 7582--7601 (2017; Zbl 06837377) Full Text: DOI
Peško, Igor; Mučenski, Vladimir; Šešlija, Miloš; Radović, Nebojša; Vujkov, Aleksandra; Bibić, Dragana; Krklješ, Milena Estimation of costs and durations of construction of urban roads using ANN and SVM. (English) Zbl 1380.93185 Complexity 2017, Article ID 2450370, 13 p. (2017). MSC: 93C95 91B74 93E03 92B20 PDF BibTeX XML Cite \textit{I. Peško} et al., Complexity 2017, Article ID 2450370, 13 p. (2017; Zbl 1380.93185) Full Text: DOI
Tas, Engin A single pairwise model for classification using online learning with kernels. (English) Zbl 1377.68211 Hacet. J. Math. Stat. 46, No. 3, 547-557 (2017). MSC: 68T05 62H30 68W27 PDF BibTeX XML Cite \textit{E. Tas}, Hacet. J. Math. Stat. 46, No. 3, 547--557 (2017; Zbl 1377.68211) Full Text: DOI
Henchiri, Yousri Non parametric learning approach to estimate conditional quantiles in the dependent functional data case. (English) Zbl 1368.62096 Commun. Stat., Theory Methods 46, No. 9, 4369-4387 (2017). MSC: 62G08 62G20 68T05 PDF BibTeX XML Cite \textit{Y. Henchiri}, Commun. Stat., Theory Methods 46, No. 9, 4369--4387 (2017; Zbl 1368.62096) Full Text: DOI
Hang, Hanyuan; Steinwart, Ingo A Bernstein-type inequality for some mixing processes and dynamical systems with an application to learning. (English) Zbl 1388.60060 Ann. Stat. 45, No. 2, 708-743 (2017). Reviewer: Giovanni Puccetti (Milano) MSC: 60E15 60G10 37D20 60F10 68T05 62G08 62M10 PDF BibTeX XML Cite \textit{H. Hang} and \textit{I. Steinwart}, Ann. Stat. 45, No. 2, 708--743 (2017; Zbl 1388.60060) Full Text: DOI
Wang, Ximing; Fan, Neng; Pardalos, Panos M. Stochastic subgradient descent method for large-scale robust chance-constrained support vector machines. (English) Zbl 1373.90090 Optim. Lett. 11, No. 5, 1013-1024 (2017). MSC: 90C15 90C51 PDF BibTeX XML Cite \textit{X. Wang} et al., Optim. Lett. 11, No. 5, 1013--1024 (2017; Zbl 1373.90090) Full Text: DOI
Razzaghi, Talayeh; Xanthopoulos, Petros; Şeref, Onur Constraint relaxation, cost-sensitive learning and bagging for imbalanced classification problems with outliers. (English) Zbl 1373.90107 Optim. Lett. 11, No. 5, 915-928 (2017). MSC: 90C25 90C90 PDF BibTeX XML Cite \textit{T. Razzaghi} et al., Optim. Lett. 11, No. 5, 915--928 (2017; Zbl 1373.90107) Full Text: DOI
Moro, Russ A.; Härdle, Wolfgang K.; Schäfer, Dorothea Company rating with support vector machines. (English) Zbl 1362.62201 Stat. Risk. Model. 34, No. 1-2, 55-67 (2017). MSC: 62P20 62H30 62G08 62P05 PDF BibTeX XML Cite \textit{R. A. Moro} et al., Stat. Risk. Model. 34, No. 1--2, 55--67 (2017; Zbl 1362.62201) Full Text: DOI