Works about LONG short-term memory

Results: 2918

Prediction of Investor-Specific Trading Trends in South Korean Stock Markets Using a BiLSTM Prediction Model Based on Sentiment Analysis of Financial News Articles.

Published in:

Journal of Behavioral Finance, 2023, v. 24, n. 4, p. 398, doi. 10.1080/15427560.2021.1995735

By:

Han, Jae Jung;
Kim, Hyun-jung

Publication type:

Article

SSTSA: A Self-Supervised Topic Sentiment Analysis Using Semantic Similarity Measures and Transformers.

Published in:

International Journal of Information Technology & Decision Making, 2024, v. 23, n. 6, p. 2269, doi. 10.1142/S0219622023500736

By:

Seilsepour, Azam;
Ravanmehr, Reza;
Nassiri, Ramin

Publication type:

Article

Effective Video Event Detection Using Optimized Bidirectional Long Short-Term Memory Network.

Published in:

International Journal of Information Technology & Decision Making, 2024, v. 23, n. 5, p. 1911, doi. 10.1142/S0219622023500621

By:

Alamuru, Susmitha;
Jain, Sanjay

Publication type:

Article

DLC-IDS: a novel democratic leadership classification model for intrusion detection systems.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 8, p. 1, doi. 10.1007/s11227-025-07336-1

By:

Chakravarty, Sourajit;
Satpati, Soham;
Das, Saptarshi;
Mallick, Chirantana;
Basak, Kausik;
Majumdar, Arun Kumar

Publication type:

Article

CCLNet: multiclass motor imagery EEG decoding through extended common spatial patterns and CNN-LSTM hybrid network.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 7, p. 1, doi. 10.1007/s11227-025-07319-2

By:

Singh, Kamal;
Singha, Nitin;
Bhalaik, Swati

Publication type:

Article

FPGA-accelerated hybrid CNN-LSTM system for efficient EEG-based drowsiness recognition: FPGA-accelerated hybrid CNN-LSTM system...: R. M. R. Yanamala, M. Pullakandam.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 3, p. 1, doi. 10.1007/s11227-025-06947-y

By:

Yanamala, Rama Muni Reddy;
Pullakandam, Muralidhar

Publication type:

Article

Regional Short‐Term Wind Power Prediction Based on CEEMDAN‐FTC Feature Mapping and EC‐TCN‐BiLSTM Deep Learning.

Published in:

Wind Energy, 2025, v. 28, n. 6, p. 1, doi. 10.1002/we.70025

By:

Qin, Guoyuan;
Peng, Xiaosheng;
Yang, Zimin

Publication type:

Article

Ensemble framework for multistep carbon emission prediction: an improved Bi-LSTM model based on the Bayesian optimization algorithm and two-stage decomposition.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 6, p. 2677, doi. 10.1007/s00477-025-02989-z

By:

Song, Qi;
Bai, Yu-Long;
Wang, Rui;
Yue, Xiao-Xin;
Liu, Wen-Hui

Publication type:

Article

A novel flood forecasting model based on TimeGAN for data-sparse basins.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 6, p. 2267, doi. 10.1007/s00477-025-02968-4

By:

Chen, Chang;
Wang, Fan;
Wang, Zhongxiang;
Zhang, Dawei;
Xiang, Liyun

Publication type:

Article

Hybrid CNN–GRU model for hourly flood forecasting index: case studies from the Fiji islands.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 5, p. 2203, doi. 10.1007/s00477-025-02964-8

By:

Chand, Ravinesh;
Deo, Ravinesh C.;
Ghimire, Sujan;
Nguyen-Huy, Thong;
Ali, Mumtaz

Publication type:

Article

Typhoon track prediction model integrating typhoon satellite image features and typhoon eye geographical coordinates.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 5, p. 1983, doi. 10.1007/s00477-025-02952-y

By:

Lu, Peng;
Yu, Xue;
Li, Wenhui;
Zhang, Xi;
Guan, Chunan;
Wang, Zhenhua;
Zheng, Zongsheng

Publication type:

Article

MVIE-LSTM: a deep learning-based method for water quality assessment using monthly river data.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 4, p. 1647, doi. 10.1007/s00477-025-02939-9

By:

Xiong, Sha;
Cui, Junjie;
Hou, Feifei

Publication type:

Article

An integrated artificial intelligence-deep learning approach for vegetation canopy assessment and monitoring through satellite images.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 4, p. 1623, doi. 10.1007/s00477-025-02938-w

By:

Shamloo, Nazila;
Sattari, Mohammad Taghi;
Kamran, Khalil Valizadeh;
Apaydin, Halit

Publication type:

Article

Driving analysis and prediction of COD based on frequency division.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 4, p. 1359, doi. 10.1007/s00477-025-02921-5

By:

Li, Mei;
Chen, Kexing;
Wang, Deke;
He, Yilin;
Xu, Rui

Publication type:

Article

Evolving drought dynamics in Barcelona: leveraging a Bayesian ensemble algorithm for insightful analysis and a bidirectional long short-term memory network for predictive modeling.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 4, p. 1253, doi. 10.1007/s00477-024-02900-2

By:

Granata, Francesco;
Di Nunno, Fabio

Publication type:

Article

EpiForecaster: a novel deep learning ensemble optimization approach to combining forecasts for emerging epidemic outbreaks.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 2, p. 675, doi. 10.1007/s00477-024-02889-8

By:

Soto-Ferrari, Milton;
Carrasco-Pena, Alejandro;
Prieto, Diana

Publication type:

Article

Prediction of dengue patients using deep learning methods amid complex weather conditions in Jaipur, India.

Published in:

Discover Public Health, 2025, v. 22, n. 1, p. 1, doi. 10.1186/s12982-025-00448-2

By:

Dhaked, Dheeraj Kumar;
Sharma, Omveer;
Gopal, Yatindra;
Gopal, Ram

Publication type:

Article

Advancing Damage Assessment of CFRP-Composite through BILSTM and Hilbert Upper Envelope Analysis.

Published in:

Russian Journal of Nondestructive Testing, 2023, v. 59, n. 12, p. 1241, doi. 10.1134/S106183092360082X

By:

Frik, M.;
Benkedjouh, T.;
Essaidi, A. Bouzar;
Boumediene, F.

Publication type:

Article

Artificial Neural Network to Predict Curvature Light Shelf Design Related Daylighting Optimization on Office Spaces.

Published in:

Journal of Daylighting, 2024, v. 11, n. 2, p. 334, doi. 10.15627/jd.2024.23

By:

Zekry, Omnya Saleh;
Fekry, Ahmed Ahmed;
Hamed, Reham El Dessuky

Publication type:

Article

轴向柱塞泵气穴现象故障诊断研究.

Published in:

Machine Tool & Hydraulics, 2025, v. 53, n. 6, p. 125, doi. 10.3969/j.issn.1001-3881.2025.06.019

By:

杨景昆;
张纯;
强熠宇;
戴吉勇;
关栋;
秦永法

Publication type:

Article

基于 KOA-CNN-BILSTM-AM的风电齿轮箱故障诊断研究.

Published in:

Machine Tool & Hydraulics, 2025, v. 53, n. 4, p. 214, doi. 10.3969/j.issn.1001-3881.2025.04.031

By:

龙霞飞;
何志成;
周凌;
刘伟强;
梁凯

Publication type:

Article

基于 WOA-IGWO-LSTM 的作业车间实时调度.

Published in:

Machine Tool & Hydraulics, 2025, v. 53, n. 2, p. 54, doi. 10.3969/j.issn.1001-3881.2025.02.008

By:

郑华丽;
魏光艳;
孙东;
王明君;
叶春明

Publication type:

Article

基于VMD与TCN-SENet-BiLSTM 网络的轴承寿命预测.

Published in:

Machine Tool & Hydraulics, 2025, v. 53, n. 1, p. 15, doi. 10.3969/j.issn.1001-3881.2025.01.003

By:

张发振;
张清华;
秦宾宾;
朱冠华;
邓兴超;
刘迪洋

Publication type:

Article

基于特征增强与LSTM的滚动轴承故障诊断方法.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 24, p. 214, doi. 10.3969/j.issn.1001-3881.2024.24.032

By:

惠兴胜;
于树坤;
纪威;
刘士彩;
孙波

Publication type:

Article

基于 CNN-LSTM 的液压自动抓梁健康状态预测.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 23, p. 215, doi. 10.3969/j.issn.1001-3881.2024.23.033

By:

张兆礼;
张建秋;
汪鑫;
王瑞辰

Publication type:

Article

基于 LSTM 和 CRF 的加工过程运行状态识别.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 21, p. 162, doi. 10.3969/j.issn.1001-3881.2024.21.023

By:

吴家奎;
周焮钊;
李浩亮;
陈文平;
李雄伟

Publication type:

Article

基于RF-DGRU-SA的涡扇发动机剩余寿命预测.

Published in:

Machine Tool & Hydraulics, 2023, v. 51, n. 1, p. 196, doi. 10.3969/j.issn.1001-3881.2023.01.033

By:

马鸣风;
王力

Publication type:

Article

A Robust Hybrid CNN–LSTM Model for Predicting Student Academic Performance.

Published in:

Digital, 2025, v. 5, n. 2, p. 16, doi. 10.3390/digital5020016

By:

Adefemi, Kuburat Oyeranti;
Mutanga, Murimo Bethel

Publication type:

Article

NMF-based Improvement of DNN and LSTM Pre-Training for Speech Enhancement.

Published in:

International Journal of Information & Communication Technology Research (2251-6107), 2023, v. 15, n. 3, p. 53

By:

Dehnavi, Razieh Safari;
Seyedin, Sanaz

Publication type:

Article

Digital twin-based real-time monitoring system for pump-turbines.

Published in:

Fluid Machinery, 2025, v. 53, n. 5, p. 102, doi. 10.3969/j.issn.1005-0329.2025.05.013

By:

LI Qifei;
LI Runtao;
XIN Lu;
CHEN Xiangyu

Publication type:

Article

基于压缩空气流量预测的火电机组空压机节能研究.

Published in:

Fluid Machinery, 2024, v. 52, n. 1, p. 96, doi. 10.3969/j.issn.l005-0329.2024.01.014

By:

王冠华;
孙宇贞;
彭道刚;
汪皓然

Publication type:

Article

Multi-Objective Optimization Algorithm Based Bidirectional Long Short Term Memory Network Model for Optimum Sizing of Distributed Generators and Shunt Capacitors for Distribution Systems.

Published in:

Inventions (2411-5134), 2024, v. 9, n. 6, p. 114, doi. 10.3390/inventions9060114

By:

Alluri, Amarendra;
Gampa, Srinivasa Rao;
Gutta, Balaji;
Basam, Mahesh Babu;
Jasthi, Kiran;
Roy, Nibir Baran;
Das, Debapriya

Publication type:

Article

Advanced Supply Chain Management Using Adaptive Serial Cascaded Autoencoder with LSTM and Multi-Layered Perceptron Framework.

Published in:

Logistics (2305-6290), 2024, v. 8, n. 4, p. 102, doi. 10.3390/logistics8040102

By:

Deka, Aniruddha;
Das, Parag Jyoti;
Saikia, Manob Jyoti

Publication type:

Article

Comparison and Prediction of the Ecological Footprint of Water Resources—Taking Guizhou Province as an Example.

Published in:

Hydrology (2306-5338), 2025, v. 12, n. 5, p. 99, doi. 10.3390/hydrology12050099

By:

Wang, Yongtao;
Yang, Wenfeng;
Liu, Jian;
Lu, Enhui;
Li, Ye;
Chen, Ning

Publication type:

Article

Leveraging Recurrent Neural Networks for Flood Prediction and Assessment.

Published in:

Hydrology (2306-5338), 2025, v. 12, n. 4, p. 90, doi. 10.3390/hydrology12040090

By:

Heidari, Elnaz;
Samadi, Vidya;
Khan, Abdul A.

Publication type:

Article

Spatio-Temporal Graph Neural Networks for Streamflow Prediction in the Upper Colorado Basin.

Published in:

Hydrology (2306-5338), 2025, v. 12, n. 3, p. 60, doi. 10.3390/hydrology12030060

By:

Akkala, Akhila;
Boubrahimi, Soukaina Filali;
Hamdi, Shah Muhammad;
Hosseinzadeh, Pouya;
Nassar, Ayman

Publication type:

Article

Impact of Three Gorges Reservoir Operation on Water Level at Jiujiang Station and Poyang Lake in the Yangtze River.

Published in:

Hydrology (2306-5338), 2025, v. 12, n. 3, p. 52, doi. 10.3390/hydrology12030052

By:

Wang, Yun;
Guo, Shenglian;
Xiang, Xin;
Li, Chenglong;
Li, Na

Publication type:

Article

An adaptive prediction method for ultra-short-term generation power of power system based on the improved long- and short-term memory network of sparrow algorithm.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00543-3

By:

Yang, Peipei;
Chen, Zhidong;
Tang, Wen;
Liu, Zongyang;
He, Bingrui

Publication type:

Article

Charging pile fault prediction method combining whale optimization algorithm and long short-term memory network.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00530-8

By:

Huang, Yansheng;
Ngaopitakkul, Atthapol;
Yoomak, Suntiti

Publication type:

Article

Research on load frequency control system attack detection method based on multi-model fusion.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00533-5

By:

Zheng, Feng;
Li, Weixun;
Li, Huifeng;
Yang, Libo;
Sun, Zengjie

Publication type:

Article

Real-time monitoring and energy consumption management strategy of cold chain logistics based on the internet of things.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00493-w

By:

Wang, Kang;
Du, Ning

Publication type:

Article

Wind power generation prediction using LSTM model optimized by sparrow search algorithm and firefly algorithm.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00492-x

By:

Zhang, Wenjing;
Yan, Hongjing;
Xiang, Lili;
Shao, Linling

Publication type:

Article

Research on power plant security issues monitoring and fault detection using attention based LSTM model.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00473-0

By:

Wang, Shengda;
Dou, Zeng;
Liu, Danni;
Xu, Han;
Du, Ji

Publication type:

Article

A machine learning approach for wind turbine power forecasting for maintenance planning.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-024-00459-4

By:

Dhungana, Hariom

Publication type:

Article

Optimization of power system load forecasting and scheduling based on artificial neural networks.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-024-00467-4

By:

Jing, Jiangbo;
Di, Hongyu;
Wang, Ting;
Jiang, Ning;
Xiang, Zhaoyang

Publication type:

Article

Machine-learning-based virtual load sensors for mooring lines using simulated motion and lidar measurements.

Published in:

Wind Energy Science, 2024, v. 9, n. 11, p. 2175, doi. 10.5194/wes-9-2175-2024

By:

Gräfe, Moritz;
Pettas, Vasilis;
Dimitrov, Nikolay;
Cheng, Po Wen

Publication type:

Article

Shifted dominant flood drivers of an alpine glacierized catchment in the Tianshan region revealed through interpretable deep learning.

Published in:

NPJ Climate & Atmospheric Science, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41612-025-00918-z

By:

Liang, Wenting;
Duan, Weili;
Chen, Yaning;
Fang, Gonghuan;
Zou, Shan;
Li, Zhi;
Qiu, Zewei;
Lyu, Haodong

Publication type:

Article

Prediction Efficiency and Sustainability of a Photovoltaic System in the Steppe Area of M'sila, Algeria, Using Machine Learning.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 3, p. 573, doi. 10.18280/jesa.580314

By:

Saadsaoud, Merwan;
Attia, Moussa;
Ennetta, Ridha;
Abd-Elhamid, Hnay F.;
Driss, Zied

Publication type:

Article

Advanced Deep Learning Models for Accurate Solar Energy Output Prediction.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 3, p. 585, doi. 10.18280/jesa.580315

By:

Sadeq, May Abdulsamad;
Abdulhadi, Mustafa Ali;
Talib, Hussein Mohammed

Publication type:

Article

Optimizing Hate Speech Detection in Indonesian Social Media: An ADASYN and LSTM-Based Approach.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 1, p. 13, doi. 10.18280/jesa.580102

By:

Wenando, Febby Apri;
Yusoff, Nooraini;
Izrin, Nurul;
Ahmad, Sulistiawati R. N.;
Salim, M.;
Puspa, Misrawati A.;
Novaliendry, Dony

Publication type:

Article