## Found 935 Documents (Results 1–100)

100
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### Combining mathematical modeling and deep learning to make rapid and explainable predictions of the patient-specific response to anticoagulant therapy under venous flow. (English)Zbl 07544501

MSC:  92C50 92C35 35Q92
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### Quadratic surface support vector machine with L1 norm regularization. (English)Zbl 07538992

MSC:  58F15 58F17 53C35
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### A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria. (English)Zbl 07486124

MSC:  68Txx 03Exx 68-XX
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MSC:  90C30
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### Convergence rates of support vector machines regression for functional data. (English)Zbl 07472474

MSC:  68T05 62J02
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### Data analysis of Covid-19 pandemic and short-term cumulative case forecasting using machine learning time series methods. (English)Zbl 07511391

MSC:  62-XX 91-XX
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MSC:  62Pxx
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### Adaptive learning rates for support vector machines working on data with low intrinsic dimension. (English)Zbl 1486.62107

MSC:  62G08 62H30 68T05
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MSC:  68T05
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### Deterministic error bounds for kernel-based learning techniques under bounded noise. (English)Zbl 1478.93123

MSC:  93B30 62J07
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### When to declare the third innings of a test cricket match? (English)Zbl 07422004

MSC:  68Txx 62Pxx 62Jxx
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MSC:  68Qxx
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### Machine learning with quantum computers. 2nd edition of the book originally published with the title Supervised learning with quantum computers. (English)Zbl 1473.81010

Quantum Science and Technology. Cham: Springer (ISBN 978-3-030-83097-7/hbk; 978-3-030-83100-4/pbk; 978-3-030-83098-4/ebook). xiv, 312 p. (2021).
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### Optimal learning with anisotropic Gaussian SVMs. (English)Zbl 07390687

MSC:  68-XX 91-XX
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MSC:  90C25
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MSC:  68T05
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MSC:  68T05
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MSC:  68T05
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### A polynomial smooth twin support vector machines based on Newton-Armijo optimization. (Chinese. English summary)Zbl 1474.68280

MSC:  68T05 90C90
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### Generalization performance of Lagrangian support vector machine based on Markov sampling. (English)Zbl 1465.62144

MSC:  62M05 62D05
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### Efficient nearest neighbors methods for support vector machines in high dimensional feature spaces. (English)Zbl 1466.90100

MSC:  90C30 90C90
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### Application of support vector machines to diagnosis of late-onset glutaric acidemia type 2. (English)Zbl 1474.92038

MSC:  92C50 92-10
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### An introduction to statistical learning. With applications in R. 2nd edition. (English)Zbl 1469.62002

Springer Texts in Statistics. New York, NY: Springer (ISBN 978-1-0716-1417-4/hbk; 978-1-0716-1420-4/pbk; 978-1-0716-1418-1/ebook). xv, 607 p. (2021).
MSC:  62-01 62C99 68T05
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### A new approach to the numerical solution of Fredholm integral equations using least squares-support vector regression. (English)Zbl 07318188

MSC:  45Bxx 65Rxx
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### 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
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### Support vector machines based methodology for credit risk analysis. (English)Zbl 1454.91330

Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 1. Hackensack, NJ: World Scientific. 791-822 (2021).
MSC:  91G40 62P05 68T05
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### The use of grossone in elastic net regularization and sparse support vector machines. (English)Zbl 07560757

MSC:  65K10 68T05
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### Non-interior-point smoothing Newton method for CP revisited and its application to support vector machines. (English)Zbl 1475.90114

MSC:  90C33 65K10
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MSC:  68T05
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### Dual possibilistic regression analysis using support vector networks. (English)Zbl 1452.62568

MSC:  62J86 68T05
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### Applying an approximation of the Anderson discriminant function and support vector machines for solving some classification tasks. (English. Russian original)Zbl 1457.62205

Autom. Remote Control 81, No. 1, 118-129 (2020); translation from Avtom. Telemekh. 2020, No. 1, 159-172 (2020).
MSC:  62H30 68T05
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MSC:  62-XX
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### 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
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MSC:  68T05
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### Locating infinite discontinuities in computer experiments. (English)Zbl 07216999

MSC:  68T05 62K05 90B22 62K99 62P99 65C60
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### A discontinuous derivative-free optimization framework for multi-enterprise supply chain. (English)Zbl 1444.90118

MSC:  90C56 90C90
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### 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).
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### 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).
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MSC:  68T05
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### Sparse RKHS estimation via globally convex optimization and its application in LPV-IO identification. (English)Zbl 1436.93033

MSC:  93B30 93C05 90C25
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MSC:  62-XX
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MSC:  62Pxx
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### Facial expression recognition using feature level fusion. (English)Zbl 07475897

MSC:  05-XX 94-XX
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### Modeling of the algal atypical increase in La Barca reservoir using the DE optimized least square support vector machine approach with feature selection. (English)Zbl 07316783

MSC:  90Cxx 90-XX
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### Extended Karush-Kuhn-Tucker condition for constrained interval optimization problems and its application in support vector machines. (English)Zbl 1453.90163

Inf. Sci. 504, 276-292 (2019); erratum ibid. 559, 309-313 (2021).
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### Variable selection in classification for multivariate functional data. (English)Zbl 1443.62179

MSC:  62H30 90C26
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### Prediction the direction of SET50 index using support vector machines. (English)Zbl 1463.35287

MSC:  35K05 91G20
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### 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).
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### 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. Lect. Notes Comput. Sci. 11716, 178-196 (2019).
MSC:  03B35 68V15
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MSC:  68T05
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### Predictive models for the medical diagnosis of dengue: a case study in Paraguay. (English)Zbl 1423.92106

MSC:  92C50 92-08
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### Prediction of protein-protein interactions based on domain. (English)Zbl 1423.92057

MSC:  92C40 92D20 92-08
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MSC:  68Txx
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MSC:  68Txx
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MSC:  68T05
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### 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).
MSC:  68-01 68-02 68T05
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MSC:  68T05
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### Using adaptively weighted large margin classifiers for robust sufficient dimension reduction. (English)Zbl 1429.62233

MSC:  62H30 62G35 62G32
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### Generalized Mercer kernels and reproducing kernel Banach spaces. (English)Zbl 1455.68009

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).
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### Support vector machines regression with unbounded sampling. (English)Zbl 07065448

MSC:  68T05 62J02
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### Cost-sensitive feature selection for support vector machines. (English)Zbl 1458.68158

MSC:  68T05 62H30 90C90
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### Feature elimination in kernel machines in moderately high dimensions. (English)Zbl 1420.68167

MSC:  68T05 62H30
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### A hybrid ARIMA-SVM model for the study of the remaining useful life of aircraft engines. (English)Zbl 1405.62247

MSC:  62P30 62N05 62M10
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### Experimental comparison of functional and multivariate spectral-based supervised classification methods in hyperspectral image. (English)Zbl 07479856

MSC:  62-07 62H30 62H35 62P30 62Pxx
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### Learning-based frequency response function estimation for nonlinear systems. (English)Zbl 1482.93416

MSC:  93C80 93C10
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### Convergence analysis of augmented Lagrangian-fast projected gradient method for convex quadratic problems. (English)Zbl 1474.90315

MSC:  90C20 90C30 90C25
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### A modification of solution optimization in support vector machine simplification for classification. (English)Zbl 1455.68188

Bhateja, Vikrant (ed.) et al., Information systems design and intelligent applications. Proceedings of fourth international conference INDIA 2017, Da Nang, Vietnam, June 15–17, 2017. Singapore: Springer. Adv. Intell. Syst. Comput. 627, 149-158 (2018).
MSC:  68T05 62H30 90C90
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### Double regularization methods for robust feature selection and SVM classification via DC programming. (English)Zbl 1436.68310

MSC:  68T05 90C22
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MSC:  68T05
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### On supporting cancer grading based on histological slides using a limited number of features. (English)Zbl 1438.92039

MSC:  92C55 92C50 68T05

### Stream-suitable optimization algorithms for some soft-margin support vector machine variants. (English)Zbl 1430.62272

MSC:  62R07 62H30 68T05
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MSC:  68T05
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### The approximate solutions to source inverse problem of 1-D convection-diffusion equation by LS-SVM. (English)Zbl 1409.74055

MSC:  74S30 65M32 65K05
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### Facilitating high-dimensional transparent classification via empirical Bayes variable selection. (English)Zbl 07033559

MSC:  62H30 62C12 62J12
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### 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
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### Solving optimal control problems by PSO-SVM. (English)Zbl 1424.65091

MSC:  65K10 49M20
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### Permuted and augmented stick-breaking Bayesian multinomial regression. (English)Zbl 1473.62259

MSC:  62J12 62G08
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### Credibility support vector machines based on fuzzy outputs. (English)Zbl 1398.68462

MSC:  68T05 68T37
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