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Found 6,292 Documents (Results 1–100)

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Tang, H. S.; Li, L.; Grossberg, M.; Liu, Y. J.; Jia, Y. M.; Li, S. S.; Dong, W. B.
An exploratory study on machine learning to couple numerical solutions of partial differential equations. (English) Zbl 07323672
Commun. Nonlinear Sci. Numer. Simul. 97, Article ID 105729, 11 p. (2021).
Reviewer: Chandrasekhar Salimath (Bengaluru)
MSC:  65N55 65N06 68T07 35J05 35K20
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\textit{H. S. Tang} et al., Commun. Nonlinear Sci. Numer. Simul. 97, Article ID 105729, 11 p. (2021; Zbl 07323672)
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Dmitrichenko, D. P.; Zhilov, R. A.
The method of construction of logical neural networks on the basis of variable-valued logical functions. (English. Russian original) Zbl 07315943
J. Math. Sci., New York 253, No. 4, 500-505 (2021); translation from Itogi Nauki Tekh., Ser. Sovrem. Mat. Prilozh., Temat. Obz. 154, 43-48 (2018).
MSC:  68T27
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\textit{D. P. Dmitrichenko} and \textit{R. A. Zhilov}, J. Math. Sci., New York 253, No. 4, 500--505 (2021; Zbl 07315943); translation from Itogi Nauki Tekh., Ser. Sovrem. Mat. Prilozh., Temat. Obz. 154, 43--48 (2018)
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Sun, Ting; Vasarhalyi, Miklos A.
Predicting credit card delinquencies: an application of deep neural networks. (English) Zbl 1454.91331
Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4349-4381 (2021).
MSC:  91G40 68T07
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\textit{T. Sun} and \textit{M. A. Vasarhalyi}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4349--4381 (2021; Zbl 1454.91331)
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Tseng, K. C.; Kwon, Ojoung; Tjung, Luna C.
Time series and neural network analysis. (English) Zbl 1454.91266
Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 3887-3931 (2021).
MSC:  91G15 62P05 62M20 68T05
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\textit{K. C. Tseng} et al., in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 3887--3931 (2021; Zbl 1454.91266)
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Teng, Huei-Wen; Lee, Michael
Estimation procedures of using five alternative machine learning methods for predicting credit card default. (English) Zbl 1454.91332
Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 3545-3572 (2021).
MSC:  91G40 91G80 68T05
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\textit{H.-W. Teng} and \textit{M. Lee}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 3545--3572 (2021; Zbl 1454.91332)
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Yin, Shuai; Yuschenko, A. S.
Object recognition of the robotic system with using a parallel convolutional neural network. (English) Zbl 07327558
Kravets, Alla G. (ed.), Robotics: industry 4.0 issues & new intelligent control paradigms. Cham: Springer (ISBN 978-3-030-37840-0/hbk; 978-3-030-37843-1/pbk; 978-3-030-37841-7/ebook). Studies in Systems, Decision and Control 272, 3-11 (2020).
MSC:  93C85 68T40 68T45
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\textit{S. Yin} and \textit{A. S. Yuschenko}, Stud. Syst. Decis. Control 272, 3--11 (2020; Zbl 07327558)
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Upadhyayula, Srinivasa Manikant; Venkataramanan, Kannan
Mathematical methods in deep learning. (English) Zbl 07324111
Chakraverty, Snehashish (ed.), Mathematical methods in interdisciplinary sciences. Hoboken, NJ: John Wiley & Sons (ISBN 978-1-119-58550-3/hbk; 978-1-119-58564-0/ebook). 49-61 (2020).
MSC:  74 76 80
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\textit{S. M. Upadhyayula} and \textit{K. Venkataramanan}, in: Mathematical methods in interdisciplinary sciences. Hoboken, NJ: John Wiley \& Sons. 49--61 (2020; Zbl 07324111)
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Roy, Tanmoy; Marwala, Tshilidzi; Chakraverty, Snehashish
A survey of classification techniques in speech emotion recognition. (English) Zbl 07324110
Chakraverty, Snehashish (ed.), Mathematical methods in interdisciplinary sciences. Hoboken, NJ: John Wiley & Sons (ISBN 978-1-119-58550-3/hbk; 978-1-119-58564-0/ebook). 33-48 (2020).
MSC:  74 76 80
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\textit{T. Roy} et al., in: Mathematical methods in interdisciplinary sciences. Hoboken, NJ: John Wiley \& Sons. 33--48 (2020; Zbl 07324110)
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Mall, Susmita; Jeswal, Sumit Kumar; Chakraverty, Snehashish
Connectionist learning models for application problems involving differential and integral equations. (English) Zbl 07324108
Chakraverty, Snehashish (ed.), Mathematical methods in interdisciplinary sciences. Hoboken, NJ: John Wiley & Sons (ISBN 978-1-119-58550-3/hbk; 978-1-119-58564-0/ebook). 1-22 (2020).
MSC:  74 76 80
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\textit{S. Mall} et al., in: Mathematical methods in interdisciplinary sciences. Hoboken, NJ: John Wiley \& Sons. 1--22 (2020; Zbl 07324108)
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Bhasha, A. Valli; Reddy, B. D. Venkatramana
Contribution of enhanced DWT and non-negative structured sparse representation for image super resolution: a performance analysis. (English) Zbl 07308336
Int. J. Wavelets Multiresolut. Inf. Process. 18, No. 6, Article ID 2050049, 30 p. (2020).
MSC:  62H35 62M45 62M15
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\textit{A. V. Bhasha} and \textit{B. D. V. Reddy}, Int. J. Wavelets Multiresolut. Inf. Process. 18, No. 6, Article ID 2050049, 30 p. (2020; Zbl 07308336)
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Derbentsev, Vasily; Matviychuk, Andriy; Soloviev, Vladimir N.
Forecasting of cryptocurrency prices using machine learning. (English) Zbl 07306698
Pichl, Lukáš (ed.) et al., Advanced studies of financial technologies and cryptocurrency markets. Springer: Singapore (ISBN 978-981-15-4497-2/hbk; 978-981-15-4498-9/ebook). 211-231 (2020).
MSC:  91G99 62P05 68T05
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\textit{V. Derbentsev} et al., in: Advanced studies of financial technologies and cryptocurrency markets. Springer: Singapore. 211--231 (2020; Zbl 07306698)
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Xu, Dong; Shriver, David; Dwyer, Matthew B.; Elbaum, Sebastian
Systematic generation of diverse benchmarks for DNN verification. (English) Zbl 07306406
Lahiri, Shuvendu Kumar (ed.) et al., Computer aided verification. 32nd international conference, CAV 2020, Los Angeles, CA, USA, July 21–24, 2020. Proceedings. Part I. Cham: Springer (ISBN 978-3-030-53287-1/pbk; 978-3-030-53288-8/ebook). Lecture Notes in Computer Science 12224, 97-121 (2020).
MSC:  68Q60
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\textit{D. Xu} et al., Lect. Notes Comput. Sci. 12224, 97--121 (2020; Zbl 07306406)
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Akbar, Ridho; Feng, Yuanjing; Zhang, Fan; He, Jianzhong; Zeng, Qingrun; Ning, Lipeng; Westin, Carl-Fredrik; O’Donnell, Lauren J.
Spatial sparse estimation of fiber orientation distribution using deep alternating directions method of multipliers network. (English) Zbl 07304438
Bonet-Carne, Elisenda (ed.) et al., Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer (ISBN 978-3-030-52892-8/hbk; 978-3-030-52893-5/ebook). Mathematics and Visualization, 79-89 (2020).
MSC:  92C55 92B20 92-08
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\textit{R. Akbar} et al., in: Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer. 79--89 (2020; Zbl 07304438)
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Ivanov, Radoslav; Carpenter, Taylor J.; Weimer, James; Alur, Rajeev; Pappas, George J.; Lee, Insup
Case study: Verifying the safety of an autonomous racing car with a neural network controller. (English) Zbl 07300869
Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21–24, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-7018-9). Article No. 28, 7 p. (2020).
MSC:  68Q45 68Q60 93C30
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\textit{R. Ivanov} et al., in: Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21--24, 2020. New York, NY: Association for Computing Machinery (ACM). Article No. 28, 7 p. (2020; Zbl 07300869)
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Ferlez, James; Shoukry, Yasser
AReN: assured ReLU NN architecture for model predictive control of LTI systems. (English) Zbl 07300847
Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21–24, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-7018-9). Article No. 6, 11 p. (2020).
MSC:  68Q45 68Q60 93C30
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\textit{J. Ferlez} and \textit{Y. Shoukry}, in: Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21--24, 2020. New York, NY: Association for Computing Machinery (ACM). Article No. 6, 11 p. (2020; Zbl 07300847)
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