IEEE

Comparison of LSTM and ARIMA Algorithms in Predicting Water Levels in Jakarta

Abstract: This study evaluates the efficacy of Long Short-Term Memory (LSTM) and Autoregressive Integrated Moving Average (ARIMA) algorithms in forecasting water levels (TMA) in Jakarta. The dataset ...
GitHub

Time Series Analysis with LSTM, ARIMA, Prophet, and Anomaly Detection

├── src/ # Source code modules │ ├── lstm_model.py # LSTM implementation with PyTorch │ ├── forecasting_models.py # ARIMA, Prophet, and statistical models │ ├── anomaly_detection.py # Anomaly ...
devdiscourse

Hybrid AI models enhance accuracy and sustainability of solar power forecasting

Researchers have developed a hybrid AI model that significantly improves the accuracy and environmental sustainability of solar power forecasting. The study advances practical tools to support the ...
Frontiers

Intelligent maneuver decision-making for UAVs using the TD3–LSTM reinforcement learning ...

Aiming to address the complexity and uncertainty of unmanned aerial vehicle (UAV) aerial confrontation, a twin delayed deep deterministic policy gradient (TD3)–long short-term memory (LSTM) ...
C&EN

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

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. In contrast, data-driven methods do not rely on fixed models or ...
IEEE

A LSTM Algorithm for Accounting Digital Management and Audit Risk Forecast

Abstract: This study explores the application of the Long Short-Term Memory (LSTM) algorithm in digital accounting management and audit risk prediction, addressing the challenges of low efficiency and ...
Scientific Research Publishing

A Comparative Analysis of the Performance of Machine Learning and Deep Learning Techniques ...

1 Information System Department, Faculty of Commerce and Business Administration Helwan University, Cairo, Egypt. 2 Computer Science Department, Faculty of Computer and Artificial Intelligence, Helwan ...
Searchenginejournal.com

Google Completes March 2025 Core Update Rollout

Google completes March 2025 Core Update rollout after two weeks of implementation across search results worldwide. Google's March Core Update is finsihed rolling out. The rollout took two weeks to ...
Frontiers

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

1 State Grid Wuxi Power Supply Company, Wuxi, China 2 Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China The monitoring condition of the cable laying conveyor, such ...
Nerdbot

How Python Powers the Gaming Industry and AI Algorithms in Video Games

The video game industry has evolved leaps and bounds over the last half century, from simple arcade-like gameplay to highly immersive, intelligent, and interactive gaming. With advancements in ...
GitHub

Traffic Volume Prediction Using LSTM

This project implements a Long Short-Term Memory (LSTM) model using MindSpore to predict traffic volume based on historical data and various weather conditions. The dataset contains traffic volume ...