IEEE

Enhancing EV Charging Station Integration: A Hybrid ARIMA-LSTM Forecasting and Optimization Framework

Abstract: Electric vehicles (EVs) offer substantial environmental benefits but introduce challenges to power grids due to capacity limitations. Effective deployment and coordination of EV Charging ...
IEEE

Bi-LSTM-Based Train Fault Detection System Using Edge Computing and IoT for Enhanced Railway Safety

Abstract: Rapid transit systems are a vital part of the public transportation system, providing safety, minimizing cost, and reducing travel times. Existing railway systems face significant issues, ...
Frontiers

An interpretable building air conditioning load forecasting framework using SSA-optimized Bi-LSTM and SHAP analysis

Short-term air conditioning load forecasting in industrial buildings plays a key role in energy management and carbon neutrality efforts. Yet internal disturbances, latent heat variations, and ...
Scientific Research Publishing

An Optimized Port Operation Efficiency Prediction Model Based on ESN and LSTM ()

With the in-depth digital transformation of the global shipping industry, the accurate prediction of smart port operation efficiency has become a key factor in enhancing the competitiveness of ...
GitHub

Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model

@article{cornia2018predicting, author = {Cornia, Marcella and Baraldi, Lorenzo and Serra, Giuseppe and Cucchiara, Rita}, title = {{Predicting Human Eye Fixations via an LSTM-based Saliency Attentive ...
GitHub

Pytorch 1.0 port of the AWD LSTM Language model

Reference paper for the temporal regularization property of the low pass filtering cells: A neuromorphic boost to RNNs using low pass filters If you use the code or find the paper useful, please use ...
Frontiers

A deep learning model for forecasting global monthly mean sea surface temperature anomalies

Sea surface temperature (SST) variability plays a key role in the global weather and climate system, with phenomena such as El Niño-Southern Oscillation (ENSO) regarded as a major source of ...