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A Hybrid CNN–GRU–LSTM Algorithm with SHAP-Based Interpretability for EEG-Based ADHD Diagnosis.

• Authors : Baibulova, Makbal¹ (AUTHOR); Aitimov, Murat² (AUTHOR) ; Burganova, Roza³ (AUTHOR)

• Source: Algorithms. Aug2025, Vol. 18 Issue 8, p453. 31p.

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Health-safety-environment performance evaluation for electric power construction projects based on a fuzzy Petri net-long short-term memory (FPN-LSTM) algorithm.

• Authors : LI, LongYun¹; WANG, Peng¹; ZHOU, XiaoFeng¹

• Source: Journal of Beijing University of Chemical Technology (Natural Science Edition) / Beijing Huagong Daxue Xuebao (Ziran Kexueban). Jul2025, Vol. 52 Issue 4, p126-137. 12p.

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Indonesian Language Sign Detection using Mediapipe with Long Short-Term Memory (LSTM) Algorithm

• Authors : Wargijono Utomo; Yogasetya Suhanda; Harun Ar-Rasyid

Subjects: sign language; indonesian sign language system; long short-term memory

• Source: Journal of Informatics and Web Engineering, Vol 4, Iss 3, Pp 245-258 (2025)

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Research on temperature forecasting in near space based on CNN-LSTM algorithm

• Authors : Hanzhen He; Shengyang Gu; Yusong Qin

Subjects: near space; temperature forecasting; machine learning

• Source: 地球与行星物理论评, Vol 57, Iss 1, Pp 118-125 (2026)

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Research on E-Commerce Inventory Sales Forecasting Model Based on ARIMA and LSTM Algorithm.

• Authors : Wang, Chenyang¹ (AUTHOR) ; Wang, Junsheng² (AUTHOR)

• Source: Mathematics (2227-7390). Jun2025, Vol. 13 Issue 11, p1838. 10p.

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SOH Estimation Based on Multisource Feature Extraction and SSA-LSTM Algorithm

• Authors : Pengya Fang; Han Zhang; Anhao Zhang

Subjects: Chemistry; QD1-999

• Source: ACS Omega, Vol 10, Iss 29, Pp 31880-31895 (2025)

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Risk assessment and prevention in airport security assurance by integrating LSTM algorithm.

• Authors : Hu, Yao¹ (AUTHOR) ; Qiao, Liguang² (AUTHOR); Gu, Feng³ (AUTHOR)

• Source: PLoS ONE. 1/3/2025, Vol. 20 Issue 1, p1-19. 19p.

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Positioning and tracking with ODE-LSTM algorithm for emerging smart rail systems

• Authors : Xiao Zhao; Feng Tian; Ziling Shao

Subjects: 0202 electrical engineering, electronic engineering, information engineering; 02 engineering and technology

• Source: The Journal of Supercomputing. 80:21975-21995

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Sentiment Analysis Using LSTM Algorithm Regarding Grab Application Services in Indonesia

• Authors : Akbar Rikzy Gunawan; Rifda Faticha Alfa Aziza

Subjects: analisis sentimen; lstm; grab

• Source: Journal of Applied Informatics and Computing, Vol 9, Iss 2, Pp 322-332 (2025)

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基于 IWOA-LSTM 算法的预应力钢筋混凝土梁损伤识别.

• Authors : 范旭红¹ ; 章立栋¹ ; 杨帆¹

• Source: Journal of Jiangsu University (Natural Science Edition) / Jiangsu Daxue Xuebao (Ziran Kexue Ban). Jan2025, Vol. 46 Issue 1, p105-119. 9p.

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Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm

• Authors : Kong, Menglin; Li, Ruichen; Liu, Fan

Subjects: Computer Science - Machine Learning; Physics - Geophysics

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Wind Profile Retrieval Based on LSTM Algorithm and Mobile Observation of Brightness Temperature over the Tibetan Plateau.

• Authors : Chen, Bing¹ (AUTHOR) ; Cheng, Xinghong² (AUTHOR) ; Su, Debin¹ (AUTHOR)

• Source: Remote Sensing. Mar2024, Vol. 16 Issue 6, p1068. 17p.

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Closing Price Prediction of Cryptocurrencies BTC, LTC, and ETH Using a Hybrid ARIMA-LSTM Algorithm

• Authors : Jherson S. Ruiz-Lopez; Miguel Jiménez-Carrión

Subjects: LSTM Networks; ARIMA Model; Hybrid Approach

• Source: HighTech and Innovation Journal, Vol 6, Iss 2 (2025)

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Poster #19 - Influence of meteorological factors on influenza in a warm temperate to subtropical transitional zone and predictions based on an LSTM algorithm

• Authors : Nadia Nisar; Nazish Badar; Inayah Safdar

Subjects: Medicine (General); R5-920

• Source: One Health, Vol 20, Iss , Pp 100814- (2025)

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A Model for Forecasting Air Quality Index in Port Harcourt Nigeria Using Bi-LSTM Algorithm

• Authors : Taylor, O. E.; Ezekiel, P. S.

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence

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Grid Data Analysis and Load Forecasting Model Based on Federated Learning Technology and LSTM Algorithm

• Authors : Zhengyan Huang; Mingfei Zeng; Songyao Feng

Subjects: federated learning; long short-term memory network; data analysis

• Source: Journal of Computing and Information Technology, Vol 33, Iss 1, Pp 25-42 (2025)

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A Novel Hybrid GCN-LSTM Algorithm for Energy Stock Price Prediction: Leveraging Temporal Dynamics and Inter-Stock Relationships

• Authors : Babak Amiri; Amirali Haddadi; Kosar Farajpour Mojdehi

Subjects: Stock price; energy; graph neural networks

• Source: IEEE Access, Vol 13, Pp 24815-24832 (2025)

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Fast stability enhancement of inverter‐based microgrids using NGO‐LSTM algorithm

• Authors : Kai Pang; Zhiyuan Tang

Subjects: learning (artificial intelligence); Microgrids; power system stability

• Source: IET Renewable Power Generation, Vol 18, Iss 15, Pp 3317-3328 (2024)

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LSTM Algorithm in Predicting Chronic Kidney Disease Optimized Using Genetic Algorithm

• Authors : Brillyando Magathan Achmad; Siti Sa'adah; Isman Kurniawan

Subjects: long short-term memory, genetic algorithm, chronic kidney disease; Electronic computers. Computer science; QA75.5-76.95

• Source: Jurnal Informatika, Vol 12, Iss 2, Pp 243-253 (2024)

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Enhancing Smart and Zero-Carbon Cities Through a Hybrid CNN-LSTM Algorithm for Sustainable AI-Driven Solar Power Forecasting (SAI-SPF)

• Authors : Haytham Elmousalami; Felix Kin Peng Hui; Aljawharah A. Alnaser

Subjects: sustainable artificial intelligence; solar power forecasting; energy supply optimization

• Source: Buildings, Vol 15, Iss 15, p 2785 (2025)

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Cable laying conveyor state prediction and fault warning based on attention-driven CNN-LSTM algorithm

• Authors : Leyun Jiang; Ye Li; Dongxing Yang

Subjects: cable laying; conveyor; attention-driven CNN-LSTM

• Source: Frontiers in Mechanical Engineering, Vol 11 (2025)

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Characterisation of Human Exhaled Breath Gases for Chronic Obstructive Pulmonary Disease Utilising an E-Nose Sensor and the Bi-LSTM Algorithm

• Authors : Nilakshi Maruti Mule; Dipti Durgesh Patil

Subjects: Bi-LSTM; COPD; E-nose

• Source: Majlesi Journal of Electrical Engineering (2025)

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Study on the impact of meteorological factors on influenza in different periods and prediction based on artificial intelligence RF-Bi-LSTM algorithm: to compare the COVID-19 period with the non-COVID-19 period

• Authors : Hansong Zhu; Si Chen; Weixia Qin

Subjects: 0301 basic medicine; Meteorological; China

• Source: BMC Infect DisBMC Infectious Diseases, Vol 24, Iss 1, Pp 1-22 (2024)

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Development of Robot Feature for Stunting Analysis Using Long-Short Term Memory (LSTM) Algorithm

• Authors : Muhammad Rahadian Abdurrahman; Halim Al Aziz; Farras Adhani Zayn

Subjects: long short-term memory; lstm; stunting

• Source: Journal of Informatics and Web Engineering, Vol 3, Iss 3, Pp 164-175 (2024)

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Predicting the Remaining Life of Centrifugal Pump Bearings Using the KPCA–LSTM Algorithm.

• Authors : Zhu, Rongsheng¹ (AUTHOR) ; Zhang, Xinyu¹ (AUTHOR) ; Huang, Qian² (AUTHOR)

• Source: Energies (19961073). Aug2024, Vol. 17 Issue 16, p4167. 16p.

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Long-term autonomous time-keeping of navigation constellations based on sparse sampling LSTM algorithm

• Authors : Shitao Yang; Xiao Yi; Richang Dong

Subjects: Technology (General); T1-995

• Source: Satellite Navigation, Vol 5, Iss 1, Pp 1-14 (2024)

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Rural micro-credit model design and credit risk assessment via improved LSTM algorithm

• Authors : Xia Gao; Xiaoqian Yang; Yuchen Zhao

Subjects: Rural microcredit; Long short term memory (LSTM); Credit risk assessment models

• Source: PeerJ Computer Science, Vol 9, p e1588 (2023)

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Research on Electric Vehicle Charging Safety Warning Based on A-LSTM Algorithm

• Authors : Xiaohong Diao; Linru Jiang; Tian Gao

Subjects: Electric vehicle; charging safety; early warning

• Source: IEEE Access, Vol 11, Pp 55081-55093 (2023)

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Path Planning of a Mobile Robot for a Dynamic Indoor Environment Based on an SAC-LSTM Algorithm.

• Authors : Zhang, Yongchao¹ (AUTHOR) ; Chen, Pengzhan¹ (AUTHOR)

• Source: Sensors (14248220). Dec2023, Vol. 23 Issue 24, p9802. 28p.

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Analysis and Prediction of Indonesia Stock Exchange (IDX) Stock Prices Using Long Short Term Memory (LSTM) Algorithm

• Authors : Handharu Sworo, Tatas; Hermawan, Arief

Subjects: Stock; prediction; LSTM

• Source: Journal of Computer Science and Technology Studies; Vol. 6 No. 2; 142-149; 2709-104X

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Daily rainfall prediction using long short-term memory (LSTM) algorithm

• Authors : B SUDARSAN PATRO; PRASHANT P. BARTAKKE

Subjects: Rainfall prediction; LSTM; Agriculture

• Source: Journal of Agrometeorology, Vol 26, Iss 4 (2024)

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The improved integrated Exponential Smoothing based CNN-LSTM algorithm to forecast the day ahead electricity price

• Authors : Kunal Shejul; R. Harikrishnan; Harshita Gupta

Subjects: Forecasting; Dynamic electricity pricing; Exponential smoothing

• Source: MethodsX, Vol 13, Iss , Pp 102923- (2024)

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改进 PSO-LSTM 算法预测高速公路交通量.

• Authors : 乔建刚¹ ; 李硕¹ ; 刘怡美²

• Source: Science Technology & Engineering. 2024, Vol. 24 Issue 15, p6466-6472. 7p.

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Online addiction analysis and identification of students by applying gd-LSTM algorithm to educational behaviour data

• Authors : Zhang Shuang; Yu Huisi

Subjects: lstm; dropout algorithm; internet addiction identification

• Source: Journal of Intelligent Systems, Vol 33, Iss 1, Pp 1869-79 (2024)

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Position Accuracy Improvement of the Inertial Navigation System using LSTM Algorithm without GNSS Signals

• Authors : Mohammad Sabzevari; MasoudReza Aghabozorgi Sahaf

Subjects: Inertial Navigation System; GNSS; Extended Kalman Filter

• Source: Majlesi Journal of Electrical Engineering, Vol 18, Iss 1 (2024)

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Evaluation Model of Athletes’ Lower Extremity Training Ability Based on LSTM Algorithm.

• Authors : Yuanyuan Gao¹ ; Qiang Qian¹ ; Xuefeng Sun¹

• Source: International Arab Journal of Information Technology (IAJIT). Jan2024, Vol. 21 Issue 1, p147-157. 11p.

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Prediction of Mine Subsidence Based on InSAR Technology and the LSTM Algorithm: A Case Study of the Shigouyi Coalfield, Ningxia (China).

• Authors : Ma, Fei^1,2 (AUTHOR) ; Sui, Lichun² (AUTHOR); Lian, Wei¹ (AUTHOR)

• Source: Remote Sensing. Jun2023, Vol. 15 Issue 11, p2755. 22p.

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Modeling Method of Multi-Energy Systems Based on LSTM Algorithm

• Authors : Di Qiu; Fei Chen; Dong Liu

Subjects: Energy hub; LSTM; multi-energy supply system

• Source: CSEE Journal of Power and Energy Systems, Vol 10, Iss 4, Pp 1701-1709 (2024)

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Water Level Prediction of Firewater System Based on Improved Hybrid LSTM Algorithm

• Authors : Wenlei Li; Tianyi Gao

Subjects: Firewater system; LSTM; deep learning

• Source: IEEE Access, Vol 12, Pp 130305-130316 (2024)

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Short-term prediction of the significant wave height and average wave period based on the variational mode decomposition–temporal convolutional network–long short-term memory (VMD–TCN–LSTM) algorithm

• Authors : Q. Ji; L. Han; L. Jiang

Subjects: Geography. Anthropology. Recreation; Environmental sciences; GE1-350

• Source: Ocean Science, Vol 19, Pp 1561-1578 (2023)

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Classifying blinking and winking EOG signals using statistical analysis and LSTM algorithm

• Authors : Ahmed M. D. E. Hassanein; Ahmed G. M. A. Mohamed; Mohamed A. H. M. Abdullah

Subjects: Electrooculography signal; Human computer interface; Signal duration

• Source: Journal of Electrical Systems and Information Technology, Vol 10, Iss 1, Pp 1-19 (2023)

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RESEARCH ON GAIT RECOGNITION OF SURFACE EMG SIGNAL BASED ON MPSO-LSTM ALGORITHM

• Authors : YING CHANG; LAN WANG; MIN LI

Subjects: 03 medical and health sciences; 0302 clinical medicine; 0202 electrical engineering, electronic engineering, information engineering

• Source: Journal of Mechanics in Medicine and Biology. 23

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Multi-Frame Vibration MEMS Gyroscope Temperature Compensation Based on Combined GWO-VMD-TCN-LSTM Algorithm

• Authors : Ao Li; Ke Cui; Daren An

Subjects: MEMS gyroscope; temperature compensation; GWO-VMD denoising

• Source: Micromachines, Vol 15, Iss 11, p 1379 (2024)

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基于 IGF+Bi-LSTM 算法的心电信号分类.

• Authors : 宋朝炀¹; 刘 朕¹; 史曼曼¹

• Source: Application Research of Computers / Jisuanji Yingyong Yanjiu. Jul2023, Vol. 40 Issue 7, p2117-2123. 7p.

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Visual recognition and prediction analysis of China's real estate index and stock trend based on CNN-LSTM algorithm optimized by neural networks.

• Authors : Chen, Ningyan¹ (AUTHOR)

• Source: PLoS ONE. 2/24/2023, Vol. 18 Issue 2, p1-21. 21p.

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An Electrocardiogram Signal Preprocessing Strategy in LSTM Algorithm for Biometric Recognition

• Authors : Fenny Winda Rahayu; Mohammad Reza Faisal; Dodon Turianto Nugrahadi

Subjects: biometric; electrocardiogram; adjacent segmentation

• Source: IJCCS (Indonesian Journal of Computing and Cybernetics Systems), Vol 18, Iss 2 (2024)

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Study of the influence of meteorological factors on HFMD and prediction based on the LSTM algorithm in Fuzhou, China

• Authors : Hansong Zhu; Si Chen; Rui Liang

Subjects: Meteorological; Relative humidity; Air temperature

• Source: BMC Infectious Diseases, Vol 23, Iss 1, Pp 1-16 (2023)

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News text classification using Long-Term Short Memory (LSTM) algorithm

• Authors : Triyadi, Indra; Prasetiyo, Budi; Nikmah, Tiara Lailatul

Subjects: Text classification; LSTM; News Text

• Source: Journal of Soft Computing Exploration; Vol. 4 No. 2 (2023): June 2023; 79-86; 2746-0991; 2746-7686; 10.52465/joscex.v4i2

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LSTM algorithm optimization for COVID-19 prediction model

• Authors : Irwan Sembiring; Sri Ngudi Wahyuni; Eko Sediyono

Subjects: COVID-19; Time series prediction; LSTM model

• Source: Heliyon, Vol 10, Iss 4, Pp e26158- (2024)

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Forecasting regional short-term freight volume using QPSO-LSTM algorithm from the perspective of the importance of spatial information

• Authors : Liying Zhao; Ningbo Cao; Hui Yang

Subjects: expressway; freight volume forecast; qpso-lstm neural network

• Source: Mathematical Biosciences and Engineering, Vol 20, Iss 2, Pp 2609-2627 (2023)

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