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A new financial data forecasting model using genetic algorithm and long short-term memory networkHuang, Yusheng ; Gao, Yelin ; Gan, Yan ; Ye, MaoNeurocomputing (Amsterdam), 2021-02, Vol.425, p.207-218 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Forecasting building energy consumption: Adaptive long-short term memory neural networks driven by genetic algorithmLuo, X.J. ; Oyedele, Lukumon O.Advanced engineering informatics, 2021-10, Vol.50, p.101357, Article 101357 [Periódico revisado por pares]Elsevier LtdTexto completo disponível |
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Multi-step influenza outbreak forecasting using deep LSTM network and genetic algorithmKara, AhmetExpert systems with applications, 2021-10, Vol.180, p.115153, Article 115153 [Periódico revisado por pares]New York: Elsevier LtdTexto completo disponível |
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Using a Long Short-Term Memory Recurrent Neural Network (LSTM-RNN) to Classify Network AttacksMuhuri, Pramita Sree ; Chatterjee, Prosenjit ; Yuan, Xiaohong ; Roy, Kaushik ; Esterline, AlbertInformation (Basel), 2020-05, Vol.11 (5), p.243 [Periódico revisado por pares]MDPI AGTexto completo disponível |
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Material Type: Artigo
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Control chart recognition based on the parallel model of CNN and LSTM with GA optimizationYu, Yaoxiang ; Zhang, MinExpert systems with applications, 2021-12, Vol.185, p.115689, Article 115689 [Periódico revisado por pares]New York: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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DL-AMPUT-EEG: Design and development of the low-cost prosthesis for rehabilitation of upper limb amputees using deep-learning-based techniquesKansal, Sachin ; Garg, Dhruv ; Upadhyay, Aditya ; Mittal, Snehil ; Talwar, Guneet SinghEngineering applications of artificial intelligence, 2023-11, Vol.126, p.106990, Article 106990 [Periódico revisado por pares]Texto completo disponível |
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Material Type: Artigo
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Multivariate Correlation Matrix-Based Deep Learning Model With Enhanced Heuristic Optimization for Short-Term Traffic ForecastingZhang, Shuai ; Zhu, Kun ; Zhang, WenyuIEEE transactions on knowledge and data engineering, 2023-03, Vol.35 (3), p.2847-2858 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Material Type: Artigo
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Modified genetic algorithm and fine-tuned long short-term memory network for intrusion detection in the internet of things networks with edge capabilitiesSaheed, Yakub Kayode ; Abdulganiyu, Oluwadamilare Harazeem ; Tchakoucht, Taha AitApplied soft computing, 2024-04, Vol.155, p.111434, Article 111434 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Combining process-based and data-driven approaches to forecast beach and dune changeItzkin, Michael ; Moore, Laura J. ; Ruggiero, Peter ; Hovenga, Paige A. ; Hacker, Sally D.Environmental modelling & software : with environment data news, 2022-07, Vol.153, p.105404, Article 105404 [Periódico revisado por pares]Oxford: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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An adaptive particle swarm optimization-based hybrid long short-term memory model for stock price time series forecastingKumar, Gourav ; Singh, Uday Pratap ; Jain, SanjeevSoft computing (Berlin, Germany), 2022-11, Vol.26 (22), p.12115-12135 [Periódico revisado por pares]Berlin/Heidelberg: Springer Berlin HeidelbergTexto completo disponível |