Biomedical Engineering | Neurology Deep Neural Network-Based Empirical Mode Decomposition for Motor Imagery EEG Classification. October 2, 2024
Machine Learning | Neurology | Psychiatry An improved empirical mode decomposition method with ensemble classifiers for analysis of multichannel EEG in BCI emotion recognition. June 26, 2024
Neurology | Psychiatry Learning classifiers in clustered data: BCI pattern recognition model for EEG-based human emotion recognition. September 5, 2023
Deep Learning | Environmental Science | Groundwater Contamination Identification of light nonaqueous phase liquid groundwater contamination source based on empirical mode decomposition and deep learning. December 30, 2022
Cardiology | Sleep Medicine A Deep Learning Framework for Automatic Sleep Apnea Classification Based on Empirical Mode Decomposition Derived from Single-Lead Electrocardiogram. October 30, 2022
Neurology | Sleep Medicine Automated Analysis of Sleep Study Parameters Using Signal Processing and Artificial Intelligence. October 30, 2022
Deep Learning | Empirical Mode Decomposition (EMD) | Finance Empirical mode decomposition using deep learning model for financial market forecasting. October 21, 2022
Medical Physics | Radiation Oncology Respiratory Prediction Based on Multi-Scale Temporal Convolutional Network for Tracking Thoracic Tumor Movement. June 13, 2022
Computer Science | Neurology | Psychiatry Deep Learning Methods for Multi-Channel EEG-Based Emotion Recognition. April 4, 2022
Econometrics | Forecasting Application of empirical mode decomposition to improve deep learning for US GDP data forecasting. February 11, 2022
Data Science | Environmental Science PM2.5 concentration forecasting at surface monitoring sites using GRU neural network based on empirical mode decomposition. January 16, 2021
Deep Learning | Predictive Modeling | Smart Agriculture Hybrid Deep Learning Predictor for Smart Agriculture Sensing Based on Empirical Mode Decomposition and Gated Recurrent Unit Group Model. March 3, 2020