Acoustic Sensing Systems | Intrusion Detection | Railway Security | Signal Processing STNet: A Time-Frequency Analysis-Based Intrusion Detection Network for Distributed Optical Fiber Acoustic Sensing Systems. March 13, 2024
Environmental Science | Water Quality Management A new framework for water quality forecasting coupling causal inference, time-frequency analysis and uncertainty quantification. November 26, 2023
Neurology | Sleep Medicine Deep-Learning-Based Classification of Cyclic-Alternating-Pattern Sleep Phases. October 28, 2023
Neurology Deep Learning-Based Classification of Epileptic Electroencephalography Signals Using a Concentrated Time-Frequency Approach. October 13, 2023
Neurology Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective From the Time-Frequency Analysis. September 19, 2023
Civil Engineering | Structural Health Monitoring Bridge Damage Identification Using Deep Neural Networks on Time-Frequency Signals Representation. July 14, 2023
Neurology [Construction of an epileptic seizure prediction model using a semi-supervised method of generative adversarial and long short term memory network combined with Stockwell transform]. March 1, 2023
Cardiology | Electrophysiology Electrocardiogram classification using TSST-based spectrogram and ConViT. October 28, 2022
Manufacturing | Non-Destructive Testing (NDT) Acoustic Resonance Testing of Small Data on Sintered Cogwheels. August 12, 2022
Environmental Science | Limnology | Machine Learning Algal bloom forecasting with time-frequency analysis: A hybrid deep learning approach. May 22, 2022
Machine Learning | Signal Processing TFA-Net: A Deep Learning-Based Time-Frequency Analysis Tool. March 21, 2022
Clinical Neurophysiology | Neuroscience time-frequency analysis of scalp EEG with Hilbert-Huang transform and deep learning. September 13, 2021