Hau-Tieng Wu
Orcid: 0000-0002-0253-3156
According to our database1,
Hau-Tieng Wu
authored at least 72 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
CoRR, 2024
Design a Metric Robust to Complicated High Dimensional Noise for Efficient Manifold Denoising.
CoRR, 2024
2023
Impact of Signal-to-Noise Ratio and Bandwidth on Graph Laplacian Spectrum From High-Dimensional Noisy Point Cloud.
IEEE Trans. Inf. Theory, March, 2023
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal.
IEEE Trans. Signal Process., 2023
J. Comput. Appl. Math., 2023
Ridge detection for nonstationary multicomponent signals with time-varying wave-shape functions and its applications.
CoRR, 2023
Enhancing Missing Data Imputation of Non-stationary Signals with Harmonic Decomposition.
CoRR, 2023
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023
2022
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing.
J. Mach. Learn. Res., 2022
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression.
Comput. Stat. Data Anal., 2022
CoRR, 2022
Get rid of the beat in mobile EEG applications: A framework towards automated cardiogenic artifact detection and removal in single-channel EEG.
Biomed. Signal Process. Control., 2022
Proceedings of the Topological, 2022
Extraction Algorithm for Morphologically Preserved Non-Invasive Multi-Channel Fetal ECG.
Proceedings of the Computing in Cardiology, 2022
2021
An Efficient Forecasting Approach to Reduce Boundary Effects in Real-Time Time-Frequency Analysis.
IEEE Trans. Signal Process., 2021
IEEE Trans. Signal Process., 2021
On the Spectral Property of Kernel-Based Sensor Fusion Algorithms of High Dimensional Data.
IEEE Trans. Inf. Theory, 2021
A novel feature representation approach for single-lead heartbeat classification based on adaptive Fourier decomposition.
Int. J. Wavelets Multiresolution Inf. Process., 2021
Oscillatory Biomedical Signals: Frontiers in Mathematical Models and Statistical Analysis.
Frontiers Appl. Math. Stat., 2021
Disentangling modes with crossover instantaneous frequencies by synchrosqueezed chirplet transforms, from theory to application.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Discovery of temporal structure intricacy in arterial blood pressure waveforms representing acuity of liver transplant and forecasting short term surgical outcome via unsupervised manifold learning.
CoRR, 2021
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021
2020
Sensors, 2020
Sensors, 2020
Portable Sleep Apnea Syndrome Screening and Event Detection Using Long Short-Term Memory Recurrent Neural Network.
Sensors, 2020
Central and Non-central Limit Theorems arising from the Scattering Transform and its Neural Activation Generalization.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Diffuse to fuse EEG spectra - Intrinsic geometry of sleep dynamics for classification.
Biomed. Signal Process. Control., 2020
2019
A Novel Blaschke Unwinding Adaptive-Fourier-Decomposition-Based Signal Compression Algorithm With Application on ECG Signals.
IEEE J. Biomed. Health Informatics, 2019
SIAM J. Math. Data Sci., 2019
A new test for functional one-way ANOVA with applications to ischemic heart screening.
Comput. Stat. Data Anal., 2019
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification.
CoRR, 2019
Optimization-based quasi-uniform spherical t-design and generalized multitaper for complex physiological time series.
CoRR, 2019
Meniere's Disease Prognosis by Learning from Transient-Evoked Otoacoustic Emission Signals.
CoRR, 2019
Biomed. Signal Process. Control., 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
2018
Frontiers Appl. Math. Stat., 2018
Calibration for massive physiological signal collection in hospital - Sawtooth artifact in beat-to-beat pulse transit time measured from patient monitor data.
CoRR, 2018
A Portable Monitoring System with Automatic Event Detection for Sleep Apnea Level-IV Evaluation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
2017
Sleep Apnea Detection Based on Thoracic and Abdominal Movement Signals of Wearable Piezoelectric Bands.
IEEE J. Biomed. Health Informatics, 2017
ConceFT for Time-Varying Heart Rate Variability Analysis as a Measure of Noxious Stimulation During General Anesthesia.
IEEE Trans. Biomed. Eng., 2017
Entropy-based time-varying window width selection for nonlinear-type time-frequency analysis.
Int. J. Data Sci. Anal., 2017
Extract Fetal ECG from Single-Lead Abdominal ECG by De-Shape Short Time Fourier Transform and Nonlocal Median.
Frontiers Appl. Math. Stat., 2017
Entropy, 2017
Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment.
CoRR, 2017
2016
IEEE Trans. Biomed. Eng., 2016
Latent common manifold learning with alternating diffusion: analysis and applications.
CoRR, 2016
CoRR, 2016
CoRR, 2016
2015
IEEE Trans. Biomed. Eng., 2015
Interpolation-induced reflection artifact in the reassignment technique - with anesthesia example.
CoRR, 2015
ConceFT: Concentration of Frequency and Time via a multitapered synchrosqueezed transform.
CoRR, 2015
Alternating diffusion for common manifold learning with application to sleep stage assessment.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
Evaluating Physiological Dynamics via Synchrosqueezing: Prediction of Ventilator Weaning.
IEEE Trans. Biomed. Eng., 2014
2013
IEEE Signal Process. Mag., 2013
The Synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications.
Signal Process., 2013
Two-Dimensional Tomography from Noisy Projections Taken at Unknown Random Directions.
SIAM J. Imaging Sci., 2013
2011
SIAM J. Math. Anal., 2011
The Synchrosqueezing algorithm: a robust analysis tool for signals with time-varying spectrum
CoRR, 2011
Adv. Data Sci. Adapt. Anal., 2011