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Short term memory

DDoS attack detection method based on improved convolutional long short-term memory and three-way decision in SDN

Haizhen Wang, Xiaojing Yang, Na Jia

published 14 May 2025

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LSTM-conformal forecasting-based bitcoin forecasting method for enhancing reliability

Xiangyue Zhang, Yuyun Kang, Chao Li, Wenjing Wang, Keqing Wang

published 02 May 2025

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A dual-path convolutional neural network combined with an attention-based bidirectional long short-term memory network for stock price prediction

Guiyan Zhao, Yunfei Cheng, Jianhui Yang, Jiayuan Ouyang

published 22 Apr 2025

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Improved performance of fNIRS-BCI by stacking of deep learning-derived frequency domain features

Jamila Akhter, Hammad Nazeer, Noman Naseer, Rehan Naeem, Karam Dad Kallu, Jiye Lee, Seong Young Ko

published 17 Apr 2025

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Deep learning models for segmenting phonocardiogram signals: a comparative study

Hiam Alquran, Yazan Al-Issa, Mohammed Alsalatie, Shefa Tawalbeh

published 14 Apr 2025

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Forecasting stock prices using long short-term memory involving attention approach: An application of stock exchange industry

Muhammad Idrees, Maqbool Hussain Sial, Najam Ul Hassan

published 18 Mar 2025

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Accurate identification of oxygen desaturation status in COPD by using classifier ensemble

Yue-Fang Wu, Xin Shu, Shiqi Wang, Xiaojun Xu, Pei-Li Sun

published 05 Feb 2025

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Investigating the performance of multivariate LSTM models to predict the occurrence of Distributed Denial of Service (DDoS) attack

Prashant Kumar, Chitra Kushwaha, Dimple Sethi, Debjani Ghosh, Punit Gupta, Ankit Vidyarthi

published 17 Jan 2025

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An ensemble deep learning framework for energy demand forecasting using genetic algorithm-based feature selection

Mohd Sakib, Tamanna Siddiqui, Suhel Mustajab, Reemiah Muneer Alotaibi, Nouf Mohammad Alshareef, Mohammad Zunnun Khan

published 15 Jan 2025

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Anomaly detection in virtual machine logs against irrelevant attribute interference

Hao Zhang, Yun Zhou, Huahu Xu, Jiangang Shi, Xinhua Lin, Yiqin Gao

published 07 Jan 2025

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Novel deep neural network architecture fusion to simultaneously predict short-term and long-term energy consumption

Abrar Ahmed, Safdar Ali, Ali Raza, Ibrar Hussain, Ahmad Bilal, Norma Latif Fitriyani, Yeonghyeon Gu, Muhammad Syafrudin

published 07 Jan 2025

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LSTM-based estimation of lithium-ion battery SOH using data characteristics and spatio-temporal attention

Gengchen Xu, Jingyun Xu, Yifan Zhu

published 26 Dec 2024

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A protocol for investigating long-term social discrimination memory: Evidence in female and male Long Evans rats

Fardad Pirri, Francine F. Burke, Cheryl M. McCormick

published 21 Nov 2024

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