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Wang, Jiayuan; Zhang, Baoju; Hao, Yonghong; Zhang, Bo; Zhang, Cuiping; Guo, Cong; Zhu, Yuhao

Spring flow prediction model based on VMD and attention mechanism LSTM. (English) Zbl 07929689

Wang, Wei (ed.) et al., Communications, signal processing, and systems. Proceedings of the 12th international conference, September 6–8, 2023. Volume 2. Singapore: Springer. Lect. Notes Electr. Eng. 1033, 111-120 (2024).

MSC: 90B25 68T07

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Li, Wen; Wang, Qian; Ning, Jing; Zhang, Jing; Li, Zhouxuan; Savitz, Sean I.; Tahanan, Amirali; Rahbar, Mohammad H.

Enhancing long-term survival prediction with two short-term events: landmarking with a flexible varying coefficient model. (English) Zbl 07923593

Stat. Med. 43, No. 13, 2607-2621 (2024).

MSC: 62P10

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Wang, Xuechao; Nõmm, Sven; Huang, Junqing; Chatzakou, Marianna; Ruzhansky, Michael

An efficient neural network for the diagnosis of Parkinson’s disease using dynamic handwriting analysis. (English) Zbl 07917943

Ruzhansky, Michael (ed.) et al., Extended abstracts MWCAPDE 2023. Methusalem workshop on classical analysis and partial differential equations. Selected papers, Ghent, Belgium, February 27 – March 1, 2023. Cham: Birkhäuser. Trends Math., Res. Perspect. Ghent Anal. PDE Cent. 1, 97-104 (2024).

MSC: 92-XX

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Manoharan, Giriprasad

IntelligentFaceNet: designing a multi-cascaded attentive and adaptive deep learning network for facial recognition using heuristic approach. (English) Zbl 07900470

Int. J. Wavelets Multiresolut. Inf. Process. 22, No. 3, Article ID 2350043, 38 p. (2024).

MSC: 68T10 68T07

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Poongadan, Sameer; Lineesh, M. C.

Forecasting of the true satellite carbon monoxide data with ensemble empirical mode decomposition, singular value decomposition and moving average. (English) Zbl 07887840

J. Appl. Stat. 51, No. 7, 1412-1426 (2024).

MSC: 62-XX 37M10 68T07 15A18

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Xia, Huosong; Liu, Jing; Zhang, Zuopeng Justin

Identifying fintech risk through machine learning: analyzing the Q&A text of an online loan investment platform. (English) Zbl 1536.91326

Ann. Oper. Res. 333, No. 2-3, 579-599 (2024).

MSC: 91G15 68T05

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Gao, Linqing; Ha, Dengzhe; Ma, Litao; Chen, Jiqiang

The prediction model of water level in front of the check gate of the LSTM neural network based on AIW-CLPSO. (English) Zbl 1541.90298

J. Comb. Optim. 47, No. 2, Paper No. 5, 17 p. (2024).

MSC: 90C27 90C59

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Vidyarthi, Prabhat Kumar; Kumar, Ashiwani

A modified tilt controller for in hybrid power system integrating forecasting of renewable energy sources. (English) Zbl 1531.93163

Optim. Control Appl. Methods 45, No. 1, 185-207 (2024).

MSC: 93B70 93B52 90C59

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Fresca, Stefania; Fatone, Federico; Manzoni, Andrea

Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based reduced order models. (English) Zbl 07889292

Math. Eng. (Springfield) 5, No. 6, Paper No. 96, 36 p. (2023).

MSC: 68-XX 92-XX

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Xiao, Xinyu; Zhou, Wei; Wen, Junhao

LSIAN: exploiting interval interests for session-based recommendation via sparse attention network. (English) Zbl 07833421

Inf. Sci. 642, Article ID 119138, 15 p. (2023).

MSC: 68-XX 91-XX

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Liu, Chen; Raza, Haider; Bhattacharyya, Saugat

Deep learning methods for analysis of neural signals: from conventional neural network to graph neural network. (English) Zbl 1541.92048

Pal, Kunal (ed.) et al., Advanced methods in biomedical signal processing and analysis. Amsterdam: Elsevier/Academic Press. 205-242 (2023).

MSC: 92C55 68T07

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Tandale, Saurabh Balkrishna; Stoffel, Marcus

Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder-decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates. (English) Zbl 1528.74116

Comput. Mech. 72, No. 4, 765-786 (2023).

MSC: 74S99 74K20 74C10 74J40 68T07

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Gonnella, Isabella Carla; Hess, Martin W.; Stabile, Giovanni; Rozza, Gianluigi

A two-stage deep learning architecture for model reduction of parametric time-dependent problems. (English) Zbl 07750311

Comput. Math. Appl. 149, 115-127 (2023).

MSC: 65M38 68T07

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Li, Guobin; Cui, Qingzhe; Wei, Shengnan; Wang, Xiaofeng; Xu, Lixiang; He, Lixin; Kwong, Timothy C. H.; Tang, Yuanyan

Long short-term memory network-based wastewater quality prediction model with sparrow search algorithm. (English) Zbl 1522.92093

Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 6, Article ID 2350019, 20 p. (2023).

MSC: 92F05 92C42 62H25 90C59

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Wang, Jujie; Zhuang, Zhenzhen; Gao, Dongming; Li, Yang; Feng, Liu

Stock price prediction using multi-scale nonlinear ensemble of deep learning and evolutionary weighted support vector regression. (English) Zbl 07734263

Stud. Nonlinear Dyn. Econom. 27, No. 3, 397-421 (2023).

MSC: 62-XX 91-XX

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Wang, Zhenyu; Cai, Bin; Li, Jun; Yang, Deheng; Zhao, Yang; Xie, Huan

Solving non-permutation flow-shop scheduling problem via a novel deep reinforcement learning approach. (English) Zbl 1542.90125

Comput. Oper. Res. 151, Article ID 106095, 13 p. (2023).

MSC: 90B35 68T05 90C59

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Jiao, Shuhao; Aue, Alexander; Ombao, Hernando

Functional time series prediction under partial observation of the future curve. (English) Zbl 1514.62166

J. Am. Stat. Assoc. 118, No. 541, 315-326 (2023).

MSC: 62M10 62H25 62R10

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Sharma, Lakhan Dev; Rahul, Jagdeep; Aggarwal, Apeksha; Bohat, Vijay Kumar

An improved cardiac arrhythmia classification using stationary wavelet transform decomposed short duration QRS segment and Bi-LSTM network. (English) Zbl 1533.92116

Multidimensional Syst. Signal Process. 34, No. 2, 503-520 (2023).

MSC: 92C55 65T60

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Özmen, Ayşe

Sparse regression modeling for short- and long-term natural gas demand prediction. (English) Zbl 1514.62329

Ann. Oper. Res. 322, No. 2, 921-946 (2023).

MSC: 62P20 91B74 65K05 62G08 65D07

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Zhang, Bo

Airfoil-based convolutional autoencoder and long short-term memory neural network for predicting coherent structures evolution around an airfoil. (English) Zbl 1521.76289

Comput. Fluids 258, Article ID 105883, 16 p. (2023).

MSC: 76G25 76M99 76F10

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Eggebrecht, P.; Lütkebohmert, E.

A hybrid convolutional neural network with long short-term memory for statistical arbitrage. (English) Zbl 1518.91258

Quant. Finance 23, No. 4, 595-613 (2023).

MSC: 91G15 68T07

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Tong, Guoxiang Grayson; Schiavazzi, Daniele E.

Data-driven synchronization-avoiding algorithms in the explicit distributed structural analysis of soft tissue. (English) Zbl 1515.74060

Comput. Mech. 71, No. 3, 453-479 (2023).

MSC: 74L15 74S05 74S99 92C10

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Sarang, Poornachandra

Thinking data science. A data science practitioner’s guidebook. (English) Zbl 1530.68004

The Springer Series in Applied Machine Learning. Cham: Springer (ISBN 978-3-031-02362-0/hbk; 978-3-031-02365-1/pbk; 978-3-031-02363-7/ebook). xx, 358 p. (2023).

Reviewer: Irina Ioana Mohorianu (Oxford)

MSC: 68-01 62-01 62H30 62R07 68T05 68T07 68T09 68T50

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Roshani, Amin; Izadi, Muhyiddin; Khaledi, Baha-Eldin

Transformer self-attention network for forecasting mortality rates. (English) Zbl 07840424

J. Iran. Stat. Soc. JIRSS 21, No. 1, 81-103 (2022).

MSC: 62P05 62-08

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Yu, Yun; Zhang, Xiao

Relation patterns extraction to climate data using long short-term memory networks. (English) Zbl 1538.86001

Proc. Rom. Acad., Ser. A, Math. Phys. Tech. Sci. Inf. Sci. 23, No. 3, 309-316 (2022).

MSC: 86A08 90-XX

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Tang, Decai; Pan, Zhiwei; Bethel, Brandon J.

Prediction of stock index of two-scale long short-term memory model based on multiscale nonlinear integration. (English) Zbl 07681755

Stud. Nonlinear Dyn. Econom. 26, No. 5, 723-735 (2022).

MSC: 62-XX 91-XX

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Li, Hui; Liu, Xintang; Jia, Dongbao; Chen, Yanyan; Hou, Pengfei; Li, Haining

Research on chest radiography recognition model based on deep learning. (English) Zbl 1510.92115

Math. Biosci. Eng. 19, No. 11, 11768-11781 (2022).

MSC: 92C55 68T07

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Zhu, Han; He, Xiaohai; Wang, Meiling; Zhang, Mozhi; Qing, Linbo

Medical visual question answering via corresponding feature fusion combined with semantic attention. (English) Zbl 1508.92139

Math. Biosci. Eng. 19, No. 10, 10192-10212 (2022).

MSC: 92C55 68T07

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Liu, Xin; Zhao, Chen; Zheng, Bin; Guo, Qinwei; Yu, Yuanyuan; Zhang, Dezheng; Wulamu, Aziguli

Spatiotemporal and kinematic characteristics augmentation using Dual-GAN for ankle instability detection. (English) Zbl 1508.92024

Math. Biosci. Eng. 19, No. 10, 10037-10059 (2022).

MSC: 92C10 68T07

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Akbari, Saeed; Pawar, Suraj; San, Omer

Numerical assessment of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh-Bénard convection. (English) Zbl 1516.76065

Int. J. Comput. Fluid Dyn. 36, No. 7, 599-617 (2022).

MSC: 76M99 76R10 68T05

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Dabaghian, Pedram H.; Ahmed, Shady E.; San, Omer

Nonintrusive reduced order modelling of convective Boussinesq flows. (English) Zbl 1508.76089

Int. J. Comput. Fluid Dyn. 36, No. 7, 578-598 (2022).

MSC: 76M99 76D99 76R10 80A19 68T05

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Islam, Md. Rashedul; Begum, Momotaz; Akhtar, Md. Nasim

Recursive approach for multiple step-ahead software fault prediction through long short-term memory (LSTM). (English) Zbl 1502.62093

J. Discrete Math. Sci. Cryptography 25, No. 7, 2129-2138 (2022).

MSC: 62N05 62M10 62M20

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Cao, Xuefei; Li, Jihong; Wang, Ruibo; Niu, Qian; Wang, Yu

A tuning method for bi-directional long short-term memory neural network model based on robust design. (Chinese. English summary) Zbl 1513.62253

Chin. J. Appl. Probab. Stat. 38, No. 3, 317-332 (2022).

MSC: 62P30 68T10 91F20

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Bisht, Kiran; Kumar, Arun

Stock portfolio selection hybridizing fuzzy base-criterion method and evidence theory in triangular fuzzy environment. (English) Zbl 1498.91378

SN Oper. Res. Forum 3, No. 4, Paper No. 53, 32 p. (2022).

MSC: 91G10 91B86

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Xing, Shi-Long; Xu, He-Yong

Airfoil dynamic stall model suitable for large angle deflection of a trailing edge flap. (English) Zbl 1497.76045

Fluid Dyn. 57, No. 3, 341-350 (2022).

MSC: 76G25 76N06 76F10 76M12 76M99

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Hasoon, Safwan O.; Al-Hashim, Muzahem M.

Hybrid deep neural network and long short term memory network for predicting of sunspot time series. (English) Zbl 1513.62172

Int. J. Math. Comput. Sci. 17, No. 3, 955-967 (2022).

MSC: 62M10 62M20 68T07

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Jing, Xin; Luo, Jungang; Zhang, Shangyao; Wei, Na

Runoff forecasting model based on variational mode decomposition and artificial neural networks. (English) Zbl 1489.91189

Math. Biosci. Eng. 19, No. 2, 1633-1648 (2022).

MSC: 91B76 68T07

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Salcedo-Sanz, S.; Casillas-Pérez, D.; Del Ser, J.; Casanova-Mateo, C.; Cuadra, L.; Piles, M.; Camps-Valls, G.

Persistence in complex systems. (English) Zbl 1514.81096

Phys. Rep. 957, 1-73 (2022).

MSC: 81P68 68Q12 86A10 68T05 68T07 91E40 81-02

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Jagtap, N. V.; Mudunuru, M. K.; Nakshatrala, K. B.

A deep learning modeling framework to capture mixing patterns in reactive-transport systems. (English) Zbl 1507.35182

Commun. Comput. Phys. 31, No. 1, 188-223 (2022).

MSC: 35Q35 35Q79 76V05 80A32 92E20 35K57 35-04 35K51 76M10 65M60 65M06 65N30 68T07 68Q32

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Yukalov, V. I.; Yukalova, E. P.

Self-excited waves in complex social systems. (English) Zbl 1484.91331

Physica D 433, Article ID 133188, 12 p. (2022).

MSC: 91D10 91B08 91B10

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Bhatnagar, Saumya; Chang, Won; Kim, Seonjin; Wang, Jiali

Computer model calibration with time series data using deep learning and quantile regression. (English) Zbl 1482.62114

SIAM/ASA J. Uncertain. Quantif. 10, 1-26 (2022).

MSC: 62P12 62G08 62M10 68T07

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Gupta, Rachit; Jaiman, Rajeev

A hybrid partitioned deep learning methodology for moving interface and fluid-structure interaction. (English) Zbl 1521.76088

Comput. Fluids 233, Article ID 105239, 24 p. (2022).

MSC: 76D05 74F10

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Doktorov, Alexander B.

Long-term and short-term asymptotes of reaction rate constants in the presence of reactivity anisotropy. (English) Zbl 1482.92128

J. Math. Chem. 60, No. 1, 92-127 (2022).

MSC: 92E20

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Wen, Shao-Chun; Yang, Cheng-Hsiung

Time series analysis and prediction of nonlinear systems with ensemble learning framework applied to deep learning neural networks. (English) Zbl 1531.68117

Inf. Sci. 572, 167-181 (2021).

MSC: 68T07 37M10 62M10 62M20

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Afebu, Kenneth Omokhagbo; Liu, Yang; Papatheou, Evangelos; Guo, Bingyong

LSTM-based approach for predicting periodic motions of an impacting system via transient dynamics. (English) Zbl 1527.70025

Neural Netw. 140, 49-64 (2021).

MSC: 70K42 70-08 68T05

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Namicheishvili, O.; Gogiashvili, Zh.; Kiknadze, M.; Acharadze, G.

On the long short-term memory in the recurrent neural networks. (English) Zbl 1516.68081

Appl. Math. Inform. Mech. 26, No. 2, 26-31 (2021).

MSC: 68T05

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Breslavsky, Dmytro; Chuprynin, Aleksandr

Analysis of creep, shrinkage, and damage in armored concrete dome at static and seismic loading. (English) Zbl 1511.74053

Altenbach, Holm (ed.) et al., Nonlinear mechanics of complex structures. From theory to engineering applications. Cham: Springer. Adv. Struct. Mater. 157, 265-277 (2021).

MSC: 74R20 74K99 74E30 74H45

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Flandre, Philippe; O’Quigley, John

The short-term and long-term hazard ratio model: parameterization inconsistency. (English) Zbl 07632876

Am. Stat. 75, No. 4, 376-382 (2021).

MSC: 62-XX

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Patan, Krzysztof; Rutkowski, Grzegorz

Application of deep learning to seizure classification. (English) Zbl 1504.92073

Korbicz, Józef (ed.) et al., Advances in diagnostics of processes and systems. Selected papers from the 14th international conference on diagnostics of processes and systems (DPS), September 21–23, 2020, Zielona Góra, Poland. Cham: Springer. Stud. Syst. Decis. Control 313, 157-172 (2021).

MSC: 92C55 68T07

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Song, Qun; Li, Tengyue; Fong, Simon; Wu, Feng

An ECG data sampling method for home-use IoT ECG monitor system optimization based on brick-up metaheuristic algorithm. (English) Zbl 1501.92078

Math. Biosci. Eng. 18, No. 6, 9076-9093 (2021).

MSC: 92C55 62P10

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Yang, Huanhai; Liu, Shue

A prediction model of aquaculture water quality based on multiscale decomposition. (English) Zbl 1501.92095

Math. Biosci. Eng. 18, No. 6, 7561-7579 (2021).

MSC: 92C99

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Harlim, John; Jiang, Shixiao W.; Liang, Senwei; Yang, Haizhao

Machine learning for prediction with missing dynamics. (English) Zbl 07511409

J. Comput. Phys. 428, Article ID 109922, 22 p. (2021).

MSC: 37-XX 65-XX

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Ryou, Wonryong; Chen, Jiayu; Balunovic, Mislav; Singh, Gagandeep; Dan, Andrei; Vechev, Martin

Scalable polyhedral verification of recurrent neural networks. (English) Zbl 1493.68220

Silva, Alexandra (ed.) et al., Computer aided verification. 33rd international conference, CAV 2021, virtual event, July 20–23, 2021. Proceedings. Part I. Cham: Springer. Lect. Notes Comput. Sci. 12759, 225-248 (2021).

MSC: 68Q60 68T07

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Mano, Tomohiro; Ohtsuki, Tomi

Machine learning the dynamics of quantum kicked rotor. (English) Zbl 1486.82032

Ann. Phys. 435, Article ID 168500, 5 p. (2021).

Reviewer: Claudia Simionescu-Badea (Wien)

MSC: 82C32 82C44 82C26 68T05

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De Angelis, Paolo; De Marchis, Roberto; Marino, Mario; Martire, Antonio Luciano; Oliva, Immacolata

Betting on bitcoin: a profitable trading between directional and shielding strategies. (English) Zbl 1480.91330

Decis. Econ. Finance 44, No. 2, 883-903 (2021).

MSC: 91G99

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Zhao, Lijun; Wang, Junnan; Cheng, Jianhua

An empirical analysis of stock price movement prediction based on ensemble long short-term memory (LSTM) neural network model. (Chinese. English summary) Zbl 1488.62192

J. Anhui Univ., Nat. Sci. 45, No. 4, 17-26 (2021).

MSC: 62P05 62M20 68T07 91G20

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Zhang, Zihao; Lim, Bryan; Zohren, Stefan

Deep learning for market by order data. (English) Zbl 1475.91347

Appl. Math. Finance 28, No. 1, 79-95 (2021).

MSC: 91G15 68T07

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Im, Sunyoung; Lee, Jonggeon; Cho, Maenghyo

Surrogate modeling of elasto-plastic problems via long short-term memory neural networks and proper orthogonal decomposition. (English) Zbl 1502.74017

Comput. Methods Appl. Mech. Eng. 385, Article ID 114030, 43 p. (2021).

MSC: 74C05 65N30

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Demarqui, Fábio N.; Mayrink, Vinícius D.

Yang and Prentice model with piecewise exponential baseline distribution for modeling lifetime data with crossing survival curves. (English) Zbl 1471.62486

Braz. J. Probab. Stat. 35, No. 1, 172-186 (2021).

MSC: 62N05 62G05 62F15

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Saporito, Yuri F.; Zhang, Zhaoyu

Path-dependent deep Galerkin method: a neural network approach to solve path-dependent partial differential equations. (English) Zbl 1471.91621

SIAM J. Financ. Math. 12, No. 3, 912-940 (2021).

MSC: 91G60 65M60

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Magliocca, Martina

Regularizing effect and decay results for a parabolic problem with repulsive superlinear first order terms. (English) Zbl 1472.35079

Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 115, No. 2, Paper No. 77, 32 p. (2021).

MSC: 35B65 35B40 35K20 35K92

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Chen, Xinyang; Yang, Gengchao; Yao, Qinghe; Nie, Zisen; Jiang, Zichao

A compressed lattice Boltzmann method based on ConvLSTM and resnet. (English) Zbl 1524.76279

Comput. Math. Appl. 97, 162-174 (2021).

MSC: 76M28 76D05 68T05 76P05 65M75

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He, Lingyu; Huang, Fei; Shi, Jianjie; Yang, Yanrong

Mortality forecasting using factor models: time-varying or time-invariant factor loadings? (English) Zbl 1466.91262

Insur. Math. Econ. 98, 14-34 (2021).

MSC: 91G05 62P05

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Nigri, Andrea; Levantesi, Susanna; Marino, Mario

Life expectancy and lifespan disparity forecasting: a long short-term memory approach. (English) Zbl 1468.91128

Scand. Actuar. J. 2021, No. 2, 110-133 (2021).

Reviewer: Emilia Di Lorenzo (Napoli)

MSC: 91G05 91D20

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Rodrigues, Josemar; Inacio, Marco Henrique de Almeida; Suzuki, Adriano K.; Raimundo da Silva, Fernando; Balakrishnan, Narayanaswamy

Bayesian superposition of pure-birth destructive cure processes for tumor latency. (English) Zbl 1489.62354

Commun. Stat., Simulation Comput. 49, No. 12, 3240-3253 (2020).

MSC: 62P10 62F15 92C50 62N01

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Qraitem, Maan; Kularatne, Dhanushka; Forgoston, Eric; Hsieh, M. Ani

Bridging the gap: machine learning to resolve improperly modeled dynamics. (English) Zbl 1486.68160

Physica D 414, Article ID 132736, 12 p. (2020).

MSC: 68T05 37M99 68T07

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Zhang, Ruiyang; Liu, Yang; Sun, Hao

Physics-informed multi-LSTM networks for metamodeling of nonlinear structures. (English) Zbl 1506.74004

Comput. Methods Appl. Mech. Eng. 369, Article ID 113226, 15 p. (2020).

MSC: 74-10 76-10 65L99 68T05

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Imamverdiyev, Yadigar N.; Abdullayeva, Fargana J.

Condition monitoring of equipment in oil wells using deep learning. (English) Zbl 1462.62749

Adv. Data Sci. Adapt. Anal. 12, No. 1, Article ID 2050001, 30 p. (2020).

MSC: 62P30 62M10 62M45 68T05

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Mochalov, V. A.; Mochalova, A. V.

The use of long short-term memory and gated recurrent unit for predicting the values of geomagnetic indices. (Russian. English summary) Zbl 1474.86019

Vestn. KRAUNTS, Fiz.-Mat. Nauki 33, No. 4, 110-121 (2020).

MSC: 86A25

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Shen, Yongjian; Xie, Chunyu; Liu, Zhendong; Dai, Jing; Zhang, Baochang; Zhu, Lei; Li, Jingwen

Radar behavior recognition based on center loss LSTM. (English) Zbl 1460.62160

Pac. J. Optim. 16, No. 2, 247-259 (2020).

MSC: 62M45 62H30 62P30 68T10 68T05

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Xie, Jinbao; Hou, Yongjin; Wang, Yujing; Wang, Qingyan; Li, Baiwei; Lv, Shiwei; Vorotnitsky, Yury I.

Chinese text classification based on attention mechanism and feature-enhanced fusion neural network. (English) Zbl 1459.68220

Computing 102, No. 3, 683-700 (2020).

MSC: 68T50 68T07 68T10

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Gribaudo, Marco; Horváth, Illés; Manini, Daniele; Telek, Miklós

Modelling large timescale and small timescale service variability. (English) Zbl 1456.60246

Ann. Oper. Res. 293, No. 1, 123-140 (2020).

MSC: 60K30 60J28 90B22

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Luo, Lanjun; Qi, Chao; Wang, Hongwei; Wang, Lei

Prediction of terrorist attack events time based on LSTM model. (Chinese. English summary) Zbl 1463.62283

J. Syst. Eng. 35, No. 2, 163-172, 243 (2020).

MSC: 62M20 62M45 68T05

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Dai, Shaowu; Chen, Qiangqiang; Liu, Zhihao; Dai, Hongde

Time series prediction based on EMD-LSTM model. (Chinese. English summary) Zbl 1463.62259

J. Shenzhen Univ., Sci. Eng. 37, No. 3, 265-270 (2020).

MSC: 62M10 62M20 62M45 68T05 62P12

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Sun, Cunhao; Hu, Bing; Zou, Yuxuan

A BP-LSTM trend forecast model for stock index. (Chinese. English summary) Zbl 1449.62273

J. Sichuan Univ., Nat. Sci. Ed. 57, No. 1, 27-31 (2020).

MSC: 62P20 62M20 62M45 68T05 91B84

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Yin, Weishi; Yang, Wenhong; Liu, Hongyu

A neural network scheme for recovering scattering obstacles with limited phaseless far-field data. (English) Zbl 1437.68157

J. Comput. Phys. 417, Article ID 109594, 17 p. (2020).

MSC: 68T07 35R30

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Wang, Qian; Ripamonti, Nicolò; Hesthaven, Jan S.

Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism. (English) Zbl 1436.65093

J. Comput. Phys. 410, Article ID 109402, 31 p. (2020).

MSC: 65L60 65F55 65L06

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Parish, Eric J.; Carlberg, Kevin T.

Time-series machine-learning error models for approximate solutions to parameterized dynamical systems. (English) Zbl 1442.65446

Comput. Methods Appl. Mech. Eng. 365, Article ID 112990, 43 p. (2020).

MSC: 65P99 70-08 62M10 62H30

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Hu, Na; Chen, Xuerong; Sun, Jianguo

Semiparametric analysis of short-term and long-term hazard ratio model with length-biased and right-censored data. (English) Zbl 1444.62116

Stat. Sin. 30, No. 1, 487-509 (2020).

MSC: 62N01 62M10 62P10

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Wang, Rongxi; Peng, Caiyuan; Gao, Jianmin; Gao, Zhiyong; Jiang, Hongquan

A dilated convolution network-based LSTM model for multi-step prediction of chaotic time series. (English) Zbl 1438.62182

Comput. Appl. Math. 39, No. 1, Paper No. 30, 22 p. (2020).

MSC: 62M20 37D45 62M10

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Tseng, Po-He; Urpi, Núria Armengol; Lebedev, Mikhail; Nicolelis, Miguel

Decoding movements from cortical ensemble activity using a long short-term memory recurrent network. (English) Zbl 1471.92039

Neural Comput. 31, No. 6, 1085-1113 (2019).

MSC: 92B20 92C10

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Mäkinen, Ymir; Kanniainen, Juho; Gabbouj, Moncef; Iosifidis, Alexandros

Forecasting jump arrivals in stock prices: new attention-based network architecture using limit order book data. (English) Zbl 1441.91071

Quant. Finance 19, No. 12, 2033-2050 (2019).

MSC: 91G10 62P05

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Gao, Junjie; Cui, Xiaomin; Zhao, Peng; Yao, Baozhen

Scheduling method for one-way electric car-sharing based on demand forecasting. (Chinese. English summary) Zbl 1449.90138

J. Dalian Univ. Technol. 59, No. 6, 648-655 (2019).

MSC: 90B36 90C29 90C59

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Zhao, Wenfang; Lin, Runsheng; Tang, Wei; Zhou, Yong

Forecasting model of short-term PM2.5 concentration based on deep learning. (Chinese. English summary) Zbl 1449.62263

J. Nanjing Norm. Univ., Nat. Sci. Ed. 42, No. 3, 32-41 (2019).

MSC: 62P12 62M20 68T05 62M45 86A10

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Wang, Rui; Kalnay, Eugenia; Balachandran, Balakumar

Neural machine-based forecasting of chaotic dynamics. (English) Zbl 1430.37043

Nonlinear Dyn. 98, No. 4, 2903-2917 (2019).

MSC: 37D45 68T07 37M05

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Elliott, Terry

Dynamic integrative synaptic plasticity explains the spacing effect in the transition from short- to long-term memory. (English) Zbl 1429.92014

Neural Comput. 31, No. 11, 2212-2251 (2019).

MSC: 92B20 91E40

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Zhao, Jianhui; Dong, Ting; Cai, Bo

AQI prediction based on long short-term memory model with spatial-temporal optimizations and fireworks algorithm. (Chinese. English summary) Zbl 1449.62262

J. Wuhan Univ., Nat. Sci. Ed. 65, No. 3, 250-262 (2019).

MSC: 62P12 62M20 68T05

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Long, Xiaoqiang; Li, Jie; Chen, Yanru

Metro short-term traffic flow prediction with deep learning. (Chinese. English summary) Zbl 1449.62285

Control Decis. 34, No. 8, 1589-1600 (2019).

MSC: 62P30 62M20 68T05 68T20 90B20

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Fergusson, K.

Asymptotics of bond yields and volatilities for extended CIR models under the real-world measure. (English) Zbl 1426.91216

Scand. Actuar. J. 2019, No. 10, 867-902 (2019).

MSC: 91G05 62P05 91G20 91G30

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Huang, Liming; Chen, Weizheng; Yan, Hongfei; Chen, Chong

A stock prediction method based on recurrent neural network and deep learning. (Chinese. English summary) Zbl 1438.91140

J. Guangxi Norm. Univ., Nat. Sci. 37, No. 1, 13-22 (2019).

MSC: 91G15 62P05 62M20 68T05

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Ghatak, Abhijit

Deep learning with R. (English) Zbl 1411.68002

Singapore: Springer (ISBN 978-981-13-5849-4/hbk; 978-981-13-5850-0/ebook). xxiii, 245 p. (2019).

Reviewer: Irina Ioana Mohorianu (Oxford)

MSC: 68-01 68-04 68T05 68T07

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Vlachas, Pantelis R.; Byeon, Wonmin; Wan, Zhong Y.; Sapsis, Themistoklis P.; Koumoutsakos, Petros

Data-driven forecasting of high-dimensional chaotic systems with long short-term memory networks. (English) Zbl 1402.92030

Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 474, No. 2213, Article ID 20170844, 20 p. (2018).

MSC: 92B20 62H30 86A32

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Full Text: DOI arXiv

Gribaudo, Marco; Horváth, Illés; Manini, Daniele; Telek, Miklós

Modelling large timescale and small timescale service variability. (English) Zbl 1457.90055

Takahashi, Yutaka (ed.) et al., Queueing theory and network applications. 13th international conference, QTNA 2018, Tsukuba, Japan, July 25–27, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10932, 103-111 (2018).

MSC: 90B22 60K25 60J65 60J10

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Aggarwal, Charu C.

Neural networks and deep learning. A textbook. (English) Zbl 1402.68001

Cham: Springer (ISBN 978-3-319-94462-3/hbk; 978-3-319-94463-0/ebook). xxiii, 497 p. (2018).

Reviewer: Irina Ioana Mohorianu (Oxford)

MSC: 68-01 68T05 68T07 82C32 92B20

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Mari, Lorenzo; Casagrandi, Renato; Rinaldo, Andrea; Gatto, Marino

Epidemicity thresholds for water-borne and water-related diseases. (English) Zbl 1397.92657

J. Theor. Biol. 447, 126-138 (2018).

MSC: 92D30

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Raue, Federico; Dengel, Andreas; Breuel, Thomas M.; Liwicki, Marcus

Symbol grounding association in multimodal sequences with missing elements. (English) Zbl 1443.68153

J. Artif. Intell. Res. (JAIR) 61, 787-806 (2018).

MSC: 68T05 68T30

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Zheng, Jianglong; Chen, Jingxiu

A hybrid tree structured neural network for implicit discourse relation recognition. (Chinese. English summary) Zbl 1399.68287

J. Xiamen Univ., Nat. Sci. 56, No. 4, 576-583 (2017).

MSC: 68T50 68T05

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Al-Shedivat, Maruan; Wilson, Andrew Gordon; Saatchi, Yunus; Hu, Zhiting; Xing, Eric P.

Learning scalable deep kernels with recurrent structure. (English) Zbl 1434.68390

J. Mach. Learn. Res. 18(2017-2018), Paper No. 82, 37 p. (2017).

MSC: 68T05 62G05

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Er, Meng Joo; Zhang, Yong; Wang, Ning; Pratama, Mahardhika

Attention pooling-based convolutional neural network for sentence modelling. (English) Zbl 1429.68252

Inf. Sci. 373, 388-403 (2016).

MSC: 68T07 68T50

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Jiang, Liang; Lin, Hongxi

Parametric estimation of Hull-White model for stochastic volatility. (Chinese. English summary) Zbl 1374.62146

J. Syst. Eng. 31, No. 5, 633-642 (2016).

MSC: 62P05 62G07 62F12 91G30

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Found 153 Documents (Results 1–100)

Spring flow prediction model based on VMD and attention mechanism LSTM. (English) Zbl 07929689

Enhancing long-term survival prediction with two short-term events: landmarking with a flexible varying coefficient model. (English) Zbl 07923593

An efficient neural network for the diagnosis of Parkinson’s disease using dynamic handwriting analysis. (English) Zbl 07917943

IntelligentFaceNet: designing a multi-cascaded attentive and adaptive deep learning network for facial recognition using heuristic approach. (English) Zbl 07900470

Forecasting of the true satellite carbon monoxide data with ensemble empirical mode decomposition, singular value decomposition and moving average. (English) Zbl 07887840

Identifying fintech risk through machine learning: analyzing the Q&A text of an online loan investment platform. (English) Zbl 1536.91326

The prediction model of water level in front of the check gate of the LSTM neural network based on AIW-CLPSO. (English) Zbl 1541.90298

A modified tilt controller for in hybrid power system integrating forecasting of renewable energy sources. (English) Zbl 1531.93163

Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based reduced order models. (English) Zbl 07889292

LSIAN: exploiting interval interests for session-based recommendation via sparse attention network. (English) Zbl 07833421

Deep learning methods for analysis of neural signals: from conventional neural network to graph neural network. (English) Zbl 1541.92048

Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder-decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates. (English) Zbl 1528.74116

A two-stage deep learning architecture for model reduction of parametric time-dependent problems. (English) Zbl 07750311

Long short-term memory network-based wastewater quality prediction model with sparrow search algorithm. (English) Zbl 1522.92093

Stock price prediction using multi-scale nonlinear ensemble of deep learning and evolutionary weighted support vector regression. (English) Zbl 07734263

Solving non-permutation flow-shop scheduling problem via a novel deep reinforcement learning approach. (English) Zbl 1542.90125

Functional time series prediction under partial observation of the future curve. (English) Zbl 1514.62166

An improved cardiac arrhythmia classification using stationary wavelet transform decomposed short duration QRS segment and Bi-LSTM network. (English) Zbl 1533.92116

Sparse regression modeling for short- and long-term natural gas demand prediction. (English) Zbl 1514.62329

Airfoil-based convolutional autoencoder and long short-term memory neural network for predicting coherent structures evolution around an airfoil. (English) Zbl 1521.76289

A hybrid convolutional neural network with long short-term memory for statistical arbitrage. (English) Zbl 1518.91258

Data-driven synchronization-avoiding algorithms in the explicit distributed structural analysis of soft tissue. (English) Zbl 1515.74060

Thinking data science. A data science practitioner’s guidebook. (English) Zbl 1530.68004

Transformer self-attention network for forecasting mortality rates. (English) Zbl 07840424

Relation patterns extraction to climate data using long short-term memory networks. (English) Zbl 1538.86001

Prediction of stock index of two-scale long short-term memory model based on multiscale nonlinear integration. (English) Zbl 07681755

Research on chest radiography recognition model based on deep learning. (English) Zbl 1510.92115

Medical visual question answering via corresponding feature fusion combined with semantic attention. (English) Zbl 1508.92139

Spatiotemporal and kinematic characteristics augmentation using Dual-GAN for ankle instability detection. (English) Zbl 1508.92024

Numerical assessment of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh-Bénard convection. (English) Zbl 1516.76065

Nonintrusive reduced order modelling of convective Boussinesq flows. (English) Zbl 1508.76089

Recursive approach for multiple step-ahead software fault prediction through long short-term memory (LSTM). (English) Zbl 1502.62093

A tuning method for bi-directional long short-term memory neural network model based on robust design. (Chinese. English summary) Zbl 1513.62253

Stock portfolio selection hybridizing fuzzy base-criterion method and evidence theory in triangular fuzzy environment. (English) Zbl 1498.91378

Airfoil dynamic stall model suitable for large angle deflection of a trailing edge flap. (English) Zbl 1497.76045

Hybrid deep neural network and long short term memory network for predicting of sunspot time series. (English) Zbl 1513.62172

Runoff forecasting model based on variational mode decomposition and artificial neural networks. (English) Zbl 1489.91189

Persistence in complex systems. (English) Zbl 1514.81096

A deep learning modeling framework to capture mixing patterns in reactive-transport systems. (English) Zbl 1507.35182

Self-excited waves in complex social systems. (English) Zbl 1484.91331

Computer model calibration with time series data using deep learning and quantile regression. (English) Zbl 1482.62114

A hybrid partitioned deep learning methodology for moving interface and fluid-structure interaction. (English) Zbl 1521.76088

Long-term and short-term asymptotes of reaction rate constants in the presence of reactivity anisotropy. (English) Zbl 1482.92128

Time series analysis and prediction of nonlinear systems with ensemble learning framework applied to deep learning neural networks. (English) Zbl 1531.68117

LSTM-based approach for predicting periodic motions of an impacting system via transient dynamics. (English) Zbl 1527.70025

On the long short-term memory in the recurrent neural networks. (English) Zbl 1516.68081

Analysis of creep, shrinkage, and damage in armored concrete dome at static and seismic loading. (English) Zbl 1511.74053

The short-term and long-term hazard ratio model: parameterization inconsistency. (English) Zbl 07632876

Application of deep learning to seizure classification. (English) Zbl 1504.92073

An ECG data sampling method for home-use IoT ECG monitor system optimization based on brick-up metaheuristic algorithm. (English) Zbl 1501.92078

A prediction model of aquaculture water quality based on multiscale decomposition. (English) Zbl 1501.92095

Machine learning for prediction with missing dynamics. (English) Zbl 07511409

Scalable polyhedral verification of recurrent neural networks. (English) Zbl 1493.68220

Machine learning the dynamics of quantum kicked rotor. (English) Zbl 1486.82032

Betting on bitcoin: a profitable trading between directional and shielding strategies. (English) Zbl 1480.91330

An empirical analysis of stock price movement prediction based on ensemble long short-term memory (LSTM) neural network model. (Chinese. English summary) Zbl 1488.62192

Deep learning for market by order data. (English) Zbl 1475.91347

Surrogate modeling of elasto-plastic problems via long short-term memory neural networks and proper orthogonal decomposition. (English) Zbl 1502.74017

Yang and Prentice model with piecewise exponential baseline distribution for modeling lifetime data with crossing survival curves. (English) Zbl 1471.62486

Path-dependent deep Galerkin method: a neural network approach to solve path-dependent partial differential equations. (English) Zbl 1471.91621

Regularizing effect and decay results for a parabolic problem with repulsive superlinear first order terms. (English) Zbl 1472.35079

A compressed lattice Boltzmann method based on ConvLSTM and resnet. (English) Zbl 1524.76279

Mortality forecasting using factor models: time-varying or time-invariant factor loadings? (English) Zbl 1466.91262

Life expectancy and lifespan disparity forecasting: a long short-term memory approach. (English) Zbl 1468.91128

Bayesian superposition of pure-birth destructive cure processes for tumor latency. (English) Zbl 1489.62354

Bridging the gap: machine learning to resolve improperly modeled dynamics. (English) Zbl 1486.68160

Physics-informed multi-LSTM networks for metamodeling of nonlinear structures. (English) Zbl 1506.74004

Condition monitoring of equipment in oil wells using deep learning. (English) Zbl 1462.62749

The use of long short-term memory and gated recurrent unit for predicting the values of geomagnetic indices. (Russian. English summary) Zbl 1474.86019

Radar behavior recognition based on center loss LSTM. (English) Zbl 1460.62160

Chinese text classification based on attention mechanism and feature-enhanced fusion neural network. (English) Zbl 1459.68220

Modelling large timescale and small timescale service variability. (English) Zbl 1456.60246

Prediction of terrorist attack events time based on LSTM model. (Chinese. English summary) Zbl 1463.62283

Time series prediction based on EMD-LSTM model. (Chinese. English summary) Zbl 1463.62259