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ArticlesPeer ReviewedFull Text
LSTM Model for Prediction of Heart Failure in Big Data
Author / Creator:Maragatham, G ; Devi, Shobana
Publisher:New York: Springer Nature B.V
Journal title:Journal of medical systems, 2019-05, Vol.43 (5), p.1-13
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A One-Dimensional CNN-LSTM Model for Epileptic Seizure Recognition Using EEG Signal Analysis
Author / Creator:Xu, Gaowei ; Ren, Tianhe ; Chen, Yu ; Che, Wenliang
Publisher:Switzerland: Frontiers Research Foundation
Journal title:Frontiers in neuroscience, 2020-12, Vol.14, p.578126-578126
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ArticlesPeer ReviewedFull Text
A hybrid CNN-LSTM model for typhoon formation forecasting
Author / Creator:Chen, Rui ; Wang, Xiang ; Zhang, Weimin ; Zhu, Xiaoyu ; Li, Aiping ; Yang, Chao
Publisher:New York: Springer US
Journal title:GeoInformatica, 2019-07, Vol.23 (3), p.375-396
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ArticlesPeer ReviewedFull Text
Improved prediction of daily pan evaporation using Deep-LSTM model
Author / Creator:Majhi, Babita ; Naidu, Diwakar ; Mishra, Ambika Prasad ; Satapathy, Suresh Chandra
Publisher:London: Springer London
Journal title:Neural computing & applications, 2020-06, Vol.32 (12), p.7823-7838
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ArticlesPeer ReviewedFull Text
A hybrid CNN-LSTM model for pre-miRNA classification
Author / Creator:Tasdelen, Abdulkadir ; Sen, Baha
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-07, Vol.11 (1), p.14125-14125, Article 14125
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ArticlesPeer ReviewedFull Text
A hybrid Transformer-LSTM model apply to glucose prediction
Author / Creator:Bian, QingXiang ; As’arry, Azizan ; Cong, XiangGuo ; Rezali, Khairil Anas bin Md ; Raja Ahmad, Raja Mohd Kamil bin
Publisher:United States: Public Library of Science
Journal title:PloS one, 2024-09, Vol.19 (9), p.e0310084
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ArticlesPeer ReviewedFull Text
Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches
Author / Creator:Bouktif, Salah ; Fiaz, Ali ; Ouni, Ali ; Serhani, Mohamed
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2018, Vol.11 (7), p.1636
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A study on water quality prediction by a hybrid CNN-LSTM model with attention mechanism
Author / Creator:Yang, Yurong ; Xiong, Qingyu ; Wu, Chao ; Zou, Qinghong ; Yu, Yang ; Yi, Hualing ; Gao, Min
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Environmental science and pollution research international, 2021-10, Vol.28 (39), p.55129-55139
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Application of a hybrid ARIMA-LSTM model based on the SPEI for drought forecasting
Author / Creator:Xu, Dehe ; Zhang, Qi ; Ding, Yan ; Zhang, De
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Environmental science and pollution research international, 2022-01, Vol.29 (3), p.4128-4144
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ArticlesPeer ReviewedFull Text
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting
Author / Creator:Livieris, Ioannis E. ; Kiriakidou, Niki ; Stavroyiannis, Stavros ; Pintelas, Panagiotis
Publisher:Basel: MDPI AG
Journal title:Electronics (Basel), 2021-02, Vol.10 (3), p.287
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An attention mechanism and multi-granularity-based Bi-LSTM model for Chinese Q&A system
Author / Creator:Yu, Xiao-mei ; Feng, Wen-zhi ; Wang, Hong ; Chu, Qian ; Chen, Qi
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Soft computing (Berlin, Germany), 2020-04, Vol.24 (8), p.5831-5845
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Bi-LSTM Model to Increase Accuracy in Text Classification: Combining Word2vec CNN and Attention Mechanism
Author / Creator:Jang, Beakcheol ; Kim, Myeonghwi ; Harerimana, Gaspard ; Kang, Sang-ug ; Kim, Jong Wook
Publisher:Basel: MDPI AG
Journal title:Applied sciences, 2020-09, Vol.10 (17), p.5841
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ArticlesPeer ReviewedFull Text
A Hybrid CNN-LSTM Model for Improving Accuracy of Movie Reviews Sentiment Analysis
Author / Creator:Anwar Ur Rehman ; Ahmad Kamran Malik ; Raza, Basit ; Ali, Waqar
Publisher:Dordrecht: Springer Nature B.V
Journal title:Multimedia tools and applications, 2019-09, Vol.78 (18), p.26597-26613
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ArticlesPeer ReviewedFull Text
A DCNN‐LSTM model for the construction of the road radio map
Author / Creator:Luo, Yechao ; Shao, Wei ; Jin, Jun ; Liu, Yang ; Lu, Haizhou ; Zou, Hang ; Feng, Mengting ; Zhang, Peng
Journal title:Electronics letters, 2024-11, Vol.60 (22), p.n/a
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ArticlesPeer ReviewedFull Text
Breast cancer classification based on hybrid CNN with LSTM model
Author / Creator:Kaddes, Mourad ; Ayid, Yasser M. ; Elshewey, Ahmed M. ; Fouad, Yasser
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2025-02, Vol.15 (1), p.4409-14, Article 4409
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ArticlesPeer ReviewedFull Text
Multivariate CNN-LSTM Model for Multiple Parallel Financial Time-Series Prediction
Author / Creator:Widiputra, Harya ; Mailangkay, Adele ; Gautama, Elliana
Publisher:Hoboken: Hindawi
Journal title:Complexity (New York, N.Y.), 2021, Vol.2021 (1)
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Hybrid CNN–LSTM Model With Soft Attention Mechanism for Short‐Term Load Forecasting in Smart Grid
Author / Creator:Hasanat, Syed Muhammad ; Haris, Muhammad ; Ullah, Kaleem ; Shah, Syed Zarak ; Abid, Usama ; Ullah, Zahid
Publisher:Hoboken, USA: John Wiley & Sons, Inc
Journal title:Engineering reports (Hoboken, N.J.), 2025-05, Vol.7 (5), p.n/a
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ArticlesPeer ReviewedFull Text
Distributed Deep CNN-LSTM Model for Intrusion Detection Method in IoT-Based Vehicles
Author / Creator:Alferaidi, Ali ; Yadav, Kusum ; Alharbi, Yasser ; Razmjooy, Navid ; Viriyasitavat, Wattana ; Gulati, Kamal ; Kautish, Sandeep ; Dhiman, Gaurav
Publisher:New York: Hindawi
Journal title:Mathematical problems in engineering, 2022-03, Vol.2022, p.1-8
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ArticlesPeer ReviewedFull Text
Landslide Displacement Prediction Based on Multivariate LSTM Model
Author / Creator:Duan, Gonghao ; Su, Yangwei ; Fu, Jie
Publisher:Switzerland: MDPI AG
Journal title:International journal of environmental research and public health, 2023-01, Vol.20 (2), p.1167
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ArticlesPeer ReviewedFull Text
Forecasting estuarine salt intrusion in the Rhine–Meuse delta using an LSTM model
Author / Creator:Wullems, Bas J. M. ; Brauer, Claudia C. ; Baart, Fedor ; Weerts, Albrecht H.
Publisher:Katlenburg-Lindau: Copernicus GmbH
Journal title:Hydrology and earth system sciences, 2023-10, Vol.27 (20), p.3823-3850
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LSTM Model for Prediction of Heart Failure in Big Data

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A One-Dimensional CNN-LSTM Model for Epileptic Seizure Recognition Using EEG Signal Analysis

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A hybrid CNN-LSTM model for typhoon formation forecasting

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Improved prediction of daily pan evaporation using Deep-LSTM model

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A hybrid CNN-LSTM model for pre-miRNA classification

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A hybrid Transformer-LSTM model apply to glucose prediction

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Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches

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A study on water quality prediction by a hybrid CNN-LSTM model with attention mechanism

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Application of a hybrid ARIMA-LSTM model based on the SPEI for drought forecasting

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An Advanced CNN-LSTM Model for Cryptocurrency Forecasting

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An attention mechanism and multi-granularity-based Bi-LSTM model for Chinese Q&A system

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Bi-LSTM Model to Increase Accuracy in Text Classification: Combining Word2vec CNN and Attention Mechanism

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A Hybrid CNN-LSTM Model for Improving Accuracy of Movie Reviews Sentiment Analysis

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A DCNN‐LSTM model for the construction of the road radio map

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Breast cancer classification based on hybrid CNN with LSTM model

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Multivariate CNN-LSTM Model for Multiple Parallel Financial Time-Series Prediction

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Hybrid CNN–LSTM Model With Soft Attention Mechanism for Short‐Term Load Forecasting in Smart Grid

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Distributed Deep CNN-LSTM Model for Intrusion Detection Method in IoT-Based Vehicles

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Landslide Displacement Prediction Based on Multivariate LSTM Model

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Forecasting estuarine salt intrusion in the Rhine–Meuse delta using an LSTM model

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