LSTM - Articles - Scientific Research Publishing

Enhanced Predictive Modelling for Delirium in Intensive Care Using Simplified Deep Learning Architecture with Attention Mechanism (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1, January 23, 2025

DOI: 10.4236/oalib.1112745 128 Downloads 773 Views Citations
Optimizing Stock Market Prediction Using Long Short-Term Memory Networks (Articles)

Nadia Afrin Ritu, Samsun Nahar Khandakar, Md. Masum Bhuiyan, Md. Imdadul Islam

Journal of Computer and Communications Vol.13 No.2, February 27, 2025

DOI: 10.4236/jcc.2025.132013 163 Downloads 938 Views Citations
Precipitation Nowcasting in Dar es Salaam: Comparative Analysis of LSTM and Bidirectional LSTM for Enhancing Early Warning Systems (Articles)

Innocent J. Junior, Jacqueline Benjamin Tukay, Abraham Okrah, Genesis Magara, Daniel J. Masunga

Journal of Geoscience and Environment Protection Vol.13 No.4, April 22, 2025

DOI: 10.4236/gep.2025.134018 136 Downloads 780 Views Citations
Deep Learning for Downstream Water Level Prediction in Complex Hydrology Systems: An LSTM Approach (Articles)

Van Anh Truong, Thi Nguyet Minh Hoang, Dinh Vu Truong

Open Journal of Modern Hydrology Vol.15 No.2, April 23, 2025

DOI: 10.4236/ojmh.2025.152014 151 Downloads 978 Views Citations
Intrusion Detection for Edge-IoT Using LSTM-Autoencoder (Articles)

Bodjré Aka Hugues Félix, Kié Eba Victoire, N’guessan N’takpé Christian Placide, Brou Pacôme, Asseu Olivier Pascal

Open Journal of Applied Sciences Vol.15 No.9, September 15, 2025

DOI: 10.4236/ojapps.2025.159177 133 Downloads 1,160 Views Citations
Intelligent Approach to Intrusion Detection Based on Multi-Agent Reinforcement Learning (MARL) in Smart IoT Environments (Articles)

Severin Nguendap, Eric Fotsing, Tuekam Severin Viany Kakeu, Takougang Armand Nzeukou, Jean Pierre Lienou

International Journal of Intelligence Science Vol.15 No.4, October 11, 2025

DOI: 10.4236/ijis.2025.154011 107 Downloads 809 Views Citations
Machine Learning in Economic Forecasting: Integrating Traditional Methods with a Tunable LSTM (Articles)

Yi Luo

International Journal of Intelligence Science Vol.16 No.1, November 26, 2025

DOI: 10.4236/ijis.2026.161001 61 Downloads 498 Views Citations
Applying Deep Learning Techniques for Automated Analysis and Interpretation of Financial Statements (Articles)

Godfrey Wandwi, Christian Mbekomize

Open Journal of Applied Sciences Vol.15 No.12, December 16, 2025

DOI: 10.4236/ojapps.2025.1512254 130 Downloads 896 Views Citations
A Hybrid CNN-LSTM Variational Autoencoder for Treatment Response Prediction in Synthetic Psychiatric Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 15, 2026

DOI: 10.4236/oalib.1114442 48 Downloads 322 Views Citations
A Spatio-Temporal Prediction Model for Wall Turbulence Based on Hybrid Neural Networks (Articles)

Yushan Yao, Yuhang Guan

Applied Mathematics Vol.17 No.3, March 18, 2026

DOI: 10.4236/am.2026.173012 92 Downloads 410 Views Citations
Predicting Stock Price Movements Using Deep Learning Techniques (Articles)

Dennis Kibet Kirui

Journal of Data Analysis and Information Processing Vol.14 No.2, April 9, 2026

DOI: 10.4236/jdaip.2026.142011 94 Downloads 824 Views Citations
Digital-Intelligence-Driven Evaluation and Forecasting of First-Launch Economy Performance: Evidence from the Plush Toy Industry in Ankang City, China (Articles)

Mo Shi, Baixiao Tang, Ruiyu Li

iBusiness Vol.18 No.2, May 27, 2026

DOI: 10.4236/ib.2026.182005 36 Downloads 246 Views Citations
Reconstruction of Tide Gauge Time Series in the Gulf of Guinea Using LSTM Neural Networks with Application to an External Reference Station (Articles)

Yves Nzetchouang Mimbeu, Raphaël Onguene, Sakaros Bogning, Alain Tokam Kamga, Olivier Ulrich Igor Owono Amougou, Séverin Nguiya, Ruben Mouangue

International Journal of Geosciences Vol.17 No.6, June 23, 2026

DOI: 10.4236/ijg.2026.176018 15 Downloads 137 Views Citations
Stock Price Prediction and Traditional Models: An Approach to Achieve Short-, Medium- and Long-Term Goals (Articles)

Opeyemi Sheu Alamu, Md Kamrul Siam

Journal of Intelligent Learning Systems and Applications Vol.16 No.4, September 27, 2024

DOI: 10.4236/jilsa.2024.164018 294 Downloads 3,026 Views Citations
AI-Powered Threat Detection in Online Communities: A Multi-Modal Deep Learning Approach (Articles)

Ravi Teja Potla

Journal of Computer and Communications Vol.13 No.2, February 26, 2025

DOI: 10.4236/jcc.2025.132010 212 Downloads 1,406 Views Citations
Optimization of Operating Room Monitor Alarm Sounds Based on Intelligent Audio Processing (Articles)

Yi Liu, Jing Wang, Xiangying Pi, Zumei Gao, Qian Sun

Open Journal of Acoustics Vol.13 No.2, June 17, 2025

DOI: 10.4236/oja.2025.132003 114 Downloads 705 Views Citations
Deep Learning-Based Neuroimaging Biomarkers for Antidepressant Decision-Making in Bipolar Depression: A Multimodal fMRI and EEG Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115136 13 Downloads 107 Views Citations
Treatment of Imbalance Dataset for Human Emotion Classification (Articles)

Er. Shrawan Thakur

World Journal of Neuroscience Vol.13 No.4, November 6, 2023

DOI: 10.4236/wjns.2023.134012 338 Downloads 1,612 Views Citations
Prediction of Time Series Rain-Induced Attenuation Using SARIMA and LSTM Models over Subtropical Climate: A Comparison (Articles)

Adewumi Oluwatoyin Ayo, Pius Adewale Owolawi, Joseph Sunday Ojo

Journal of Computer and Communications Vol.14 No.4, April 29, 2026

DOI: 10.4236/jcc.2026.144011 32 Downloads 184 Views Citations

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