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2020 – today
- 2024
[j41]Yu-Min Chung, Whitney K. Huang
, Hau-Tieng Wu:
Topological data analysis assisted automated sleep stage scoring using airflow signals. Biomed. Signal Process. Control. 89: 105760 (2024)- [j40]Stefan Borik, Hau-Tieng Wu, Kirk H. Shelley, Aymen A. Alian:
Graph connection Laplacian allows for enhanced outcomes of consumer camera based photoplethysmography imaging. Biomed. Signal Process. Control. 96: 106574 (2024) - [j39]Francesca R. Marino, Hau-Tieng Wu, Lacey Etzkorn, Mary R. Rooney, Elsayed Z. Soliman, Jennifer A. Deal, Ciprian Crainiceanu, Adam P. Spira, Amal A. Wanigatunga, Jennifer A. Schrack, Lin Yee Chen:
Associations of Physical Activity and Heart Rate Variability from a Two-Week ECG Monitor with Cognitive Function and Dementia: The ARIC Neurocognitive Study. Sensors 24(13): 4060 (2024) - [j38]Yan-Wei Su, Gi-Ren Liu, Yuan-Chung Sheu, Hau-Tieng Wu:
Ridge Detection for Nonstationary Multicomponent Signals With Time-Varying Wave-Shape Functions and its Applications. IEEE Trans. Signal Process. 72: 4843-4854 (2024) - [c9]Yan-Wei Su, Chia-Cheng Hao, Gi-Ren Liu, Yuan-Chung Sheu, Hau-Tieng Wu:
Model-Based Assessment of Photoplethysmogram Signal Quality in Real-Life Environments. EUSIPCO 2024: 1726-1730 - [i32]Hau-Tieng Wu:
Design a Metric Robust to Complicated High Dimensional Noise for Efficient Manifold Denoising. CoRR abs/2401.03921 (2024) - [i31]Seonghyeon Jeong, Hau-Tieng Wu:
Convergence analysis of t-SNE as a gradient flow for point cloud on a manifold. CoRR abs/2401.17675 (2024) - [i30]Sing-Yuan Yeh, Hau-Tieng Wu, Ronen Talmon, Mao-Pei Tsui:
Landmark Alternating Diffusion. CoRR abs/2404.19649 (2024) - 2023
- [j37]Yuguang Wang, Robert S. Womersley, Hau-Tieng Wu, Wei-Hsuan Yu:
Numerical computation of triangular complex spherical designs with small mesh ratio. J. Comput. Appl. Math. 421: 114796 (2023) - [j36]Hau-Tieng Wu, Nan Wu:
When Locally Linear Embedding Hits Boundary. J. Mach. Learn. Res. 24: 69:1-69:80 (2023) - [j35]Xiucai Ding, Hau-Tieng Wu:
Impact of Signal-to-Noise Ratio and Bandwidth on Graph Laplacian Spectrum From High-Dimensional Noisy Point Cloud. IEEE Trans. Inf. Theory 69(3): 1899-1931 (2023) - [j34]Marcelo Alejandro Colominas, Hau-Tieng Wu:
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal. IEEE Trans. Signal Process. 71: 701-712 (2023) - [c8]Hsin-Yu Chen, Hau-Tieng Wu, Cheng-Yao Chen:
Quality Aware Sleep Stage Classification over RIP Signals with Persistence Diagrams. BSN 2023: 1-4 - [i29]Joaquin Ruiz, Hau-Tieng Wu, Marcelo Alejandro Colominas:
Enhancing Missing Data Imputation of Non-stationary Signals with Harmonic Decomposition. CoRR abs/2309.04630 (2023) - [i28]Yan-Wei Su, Gi-Ren Liu, Yuan-Chung Sheu, Hau-Tieng Wu:
Ridge detection for nonstationary multicomponent signals with time-varying wave-shape functions and its applications. CoRR abs/2309.06673 (2023) - [i27]Riki Shimizu, Hau-Tieng Wu:
Unveil Sleep Spindles with Concentration of Frequency and Time. CoRR abs/2310.18381 (2023) - 2022
- [j33]Neng-Tai Chiu, Stephanie Huwiler, Maria Laura Ferster, Walter Karlen, Hau-Tieng Wu, Caroline Lustenberger:
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. 72(Part): 103220 (2022) - [j32]Whitney K. Huang, Yu-Min Chung, Yu-Bo Wang, Jeff E. Mandel, Hau-Tieng Wu:
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression. Comput. Stat. Data Anal. 174: 107384 (2022) - [j31]Chao Shen, Yu-Ting Lin, Hau-Tieng Wu:
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing. J. Mach. Learn. Res. 23: 86:1-86:30 (2022) - [c7]Giulia Baldazzi, Danilo Pani, Hau-Tieng Wu:
Extraction Algorithm for Morphologically Preserved Non-Invasive Multi-Channel Fetal ECG. CinC 2022: 1-4 - [c6]Joyce A. Chew, Holly R. Steach, Siddharth Viswanath, Hau-Tieng Wu, Matthew J. Hirn, Deanna Needell, Matthew D. Vesely, Smita Krishnaswamy, Michael Perlmutter:
The Manifold Scattering Transform for High-Dimensional Point Cloud Data. TAG-ML 2022: 67-78 - [i26]Adrien Meynard, Gayan Seneviratna, Elliot Doyle, Joyanne Becker, Hau-Tieng Wu, Jana Schaich Borg:
Predicting Trust Using Automated Assessment of Multivariate Interactional Synchrony. CoRR abs/2201.02223 (2022) - [i25]Tal Shnitzer, Hau-Tieng Wu, Ronen Talmon:
Spatiotemporal Analysis Using Riemannian Composition of Diffusion Operators. CoRR abs/2201.08530 (2022) - [i24]Joyce A. Chew, Holly R. Steach, Siddharth Viswanath, Hau-Tieng Wu, Matthew J. Hirn, Deanna Needell, Smita Krishnaswamy, Michael Perlmutter:
The Manifold Scattering Transform for High-Dimensional Point Cloud Data. CoRR abs/2206.10078 (2022) - [i23]Joyce A. Chew, Matthew J. Hirn, Smita Krishnaswamy, Deanna Needell, Michael Perlmutter, Holly R. Steach, Siddharth Viswanath, Hau-Tieng Wu:
Geometric Scattering on Measure Spaces. CoRR abs/2208.08561 (2022) - 2021
- [j30]Hau-Tieng Wu, Tze Leung Lai, Gabriel G. Haddad, Alysson R. Muotri:
Oscillatory Biomedical Signals: Frontiers in Mathematical Models and Statistical Analysis. Frontiers Appl. Math. Stat. 7: 689991 (2021) - [j29]Chunyu Tan, Liming Zhang, Hau-Tieng Wu, Tao Qian:
A novel feature representation approach for single-lead heartbeat classification based on adaptive Fourier decomposition. Int. J. Wavelets Multiresolution Inf. Process. 19(5): 2150010:1-2150010:21 (2021) - [j28]Xiucai Ding, Hau-Tieng Wu:
On the Spectral Property of Kernel-Based Sensor Fusion Algorithms of High Dimensional Data. IEEE Trans. Inf. Theory 67(1): 640-670 (2021) - [j27]Adrien Meynard, Hau-Tieng Wu:
An Efficient Forecasting Approach to Reduce Boundary Effects in Real-Time Time-Frequency Analysis. IEEE Trans. Signal Process. 69: 1653-1663 (2021) - [j26]Marcelo Alejandro Colominas, Hau-Tieng Wu:
Decomposing Non-Stationary Signals With Time-Varying Wave-Shape Functions. IEEE Trans. Signal Process. 69: 5094-5104 (2021) - [c5]Adrien Meynard, Gayan Seneviratna, Elliot Doyle, Joyanne Becker, Hau-Tieng Wu, Jana Schaich Borg:
Predicting Trust Using Automated Assessment of Multivariate Interactional Synchrony. FG 2021: 1-8 - [i22]Shen-Chih Wang, Chien-Kun Ting, Cheng-Yen Chen, Chin-Su Liu, Niang-Cheng Lin, Che-Chuan Loon, Hau-Tieng Wu, Yu-Ting Lin:
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 abs/2109.10258 (2021) - [i21]Xiucai Ding, Hau-Tieng Wu:
How do kernel-based sensor fusion algorithms behave under high dimensional noise? CoRR abs/2111.10940 (2021) - [i20]Stefan Steinerberger, Hau-Tieng Wu:
Fundamental component enhancement via adaptive nonlinear activation functions. CoRR abs/2112.01668 (2021) - [i19]Ziyu Chen, Hau-Tieng Wu:
Disentangling modes with crossover instantaneous frequencies by synchrosqueezed chirplet transforms, from theory to application. CoRR abs/2112.01857 (2021) - 2020
- [j25]Gi-Ren Liu, Yu-Lun Lo, John Malik, Yuan-Chung Sheu, Hau-Tieng Wu:
Diffuse to fuse EEG spectra - Intrinsic geometry of sleep dynamics for classification. Biomed. Signal Process. Control. 55 (2020) - [j24]Gi-Ren Liu, Caroline Lustenberger, Yu-Lun Lo, Wen-Te Liu, Yuan-Chung Sheu, Hau-Tieng Wu:
Save Muscle Information-Unfiltered EEG Signal Helps Distinguish Sleep Stages. Sensors 20(7): 2024 (2020) - [j23]Hung-Chi Chang, Hau-Tieng Wu, Po-Chiun Huang, Hsi-Pin Ma, Yu-Lun Lo, Yuan-Hao Huang:
Portable Sleep Apnea Syndrome Screening and Event Detection Using Long Short-Term Memory Recurrent Neural Network. Sensors 20(21): 6067 (2020) - [j22]Pei-Chun Su, Elsayed Z. Soliman, Hau-Tieng Wu:
Robust T-End Detection via T-End Signal Quality Index and Optimal Shrinkage. Sensors 20(24): 7052 (2020) - [j21]Vahan Huroyan, Gilad Lerman, Hau-Tieng Wu:
Solving Jigsaw Puzzles by the Graph Connection Laplacian. SIAM J. Imaging Sci. 13(4): 1717-1753 (2020) - [i18]Antonio Cicone, Hau-Tieng Wu:
Convergence analysis of Adaptive Locally Iterative Filtering and SIFT method. CoRR abs/2005.04578 (2020) - [i17]Whitney K. Huang, Yu-Min Chung, Yu-Bo Wang, Jeff E. Mandel, Hau-Tieng Wu:
Airflow recovery from thoracic and abdominal movements using Synchrosqueezing Transform and Locally Stationary Gaussian Process Regression. CoRR abs/2008.04473 (2020) - [i16]Xiuyuan Cheng, Hau-Tieng Wu:
Convergence of Graph Laplacian with kNN Self-tuned Kernels. CoRR abs/2011.01479 (2020) - [i15]Xiucai Ding, Hau-Tieng Wu:
Phase transition of graph Laplacian of high dimensional noisy random point cloud. CoRR abs/2011.10725 (2020) - [i14]Gi-Ren Liu, Yuan-Chung Sheu, Hau-Tieng Wu:
Central and Non-central Limit Theorems arising from the Scattering Transform and its Neural Activation Generalization. CoRR abs/2011.10801 (2020)
2010 – 2019
- 2019
- [j20]Yao Lu, Hau-Tieng Wu, John Malik:
Recycling cardiogenic artifacts in impedance pneumography. Biomed. Signal Process. Control. 51: 162-170 (2019) - [j19]Jin-Ting Zhang, Ming-Yen Cheng, Hau-Tieng Wu, Bu Zhou:
A new test for functional one-way ANOVA with applications to ischemic heart screening. Comput. Stat. Data Anal. 132: 3-17 (2019) - [j18]Ori Katz, Ronen Talmon, Yu-Lun Lo, Hau-Tieng Wu:
Alternating diffusion maps for multimodal data fusion. Inf. Fusion 45: 346-360 (2019) - [j17]Tal Shnitzer, Mirela Ben-Chen, Leonidas J. Guibas, Ronen Talmon, Hau-Tieng Wu:
Recovering Hidden Components in Multimodal Data with Composite Diffusion Operators. SIAM J. Math. Data Sci. 1(3): 588-616 (2019) - [j16]Chunyu Tan, Liming Zhang, Hau-Tieng Wu:
A Novel Blaschke Unwinding Adaptive-Fourier-Decomposition-Based Signal Compression Algorithm With Application on ECG Signals. IEEE J. Biomed. Health Informatics 23(2): 672-682 (2019) - [c4]Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu:
Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video. ICIP 2019: 2020-2024 - [c3]Duy Hoang Thai, Hau-Tieng Wu, David B. Dunson:
Locally Convex Kernel Mixtures: Bayesian Subspace Learning. ICMLA 2019: 272-275 - [i13]Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu:
Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video. CoRR abs/1902.05194 (2019) - [i12]Sheng-Lun Kao, Han-Wen Lien, Tzu-Chi Liu, Hau-Tieng Wu, Te-Yung Fang, Pa-Chun Wang, Yi-Wen Liu:
Meniere's Disease Prognosis by Learning from Transient-Evoked Otoacoustic Emission Signals. CoRR abs/1905.13573 (2019) - [i11]Matt Sourisseau, Yu Guang Wang, Hau-Tieng Wu, Wei-Hsuan Yu:
Optimization-based quasi-uniform spherical t-design and generalized multitaper for complex physiological time series. CoRR abs/1907.13493 (2019) - [i10]Yu-Min Chung, Chuan-Shen Hu, Yu-Lun Lo, Hau-Tieng Wu:
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification. CoRR abs/1908.06856 (2019) - 2018
- [j15]Chen-Yun Lin, Arin Minasian, Xin Jessica Qi, Hau-Tieng Wu:
Manifold Learning via the Principle Bundle Approach. Frontiers Appl. Math. Stat. 4: 21 (2018) - [c2]Jhao-Cheng Wu, Chia-Wei Wang, Yuan-Hao Huang, Hau-Tieng Wu, Po-Chiun Huang, Yu-Lun Lo:
A Portable Monitoring System with Automatic Event Detection for Sleep Apnea Level-IV Evaluation. ISCAS 2018: 1-4 - [i9]Yu-Ting Lin, Yu-Lun Lo, Chen-Yun Lin, Hau-Tieng Wu, Martin G. Frasch:
Calibration for massive physiological signal collection in hospital - Sawtooth artifact in beat-to-beat pulse transit time measured from patient monitor data. CoRR abs/1809.01722 (2018) - [i8]Vahan Huroyan, Gilad Lerman, Hau-Tieng Wu:
Solving Jigsaw Puzzles By the Graph Connection Laplacian. CoRR abs/1811.03188 (2018) - 2017
- [j14]Anastasia S. Georgiou, Juan M. Bello-Rivas, Charles William Gear, Hau-Tieng Wu, Eliodoro Chiavazzo, Ioannis G. Kevrekidis:
An Exploration Algorithm for Stochastic Simulators Driven by Energy Gradients. Entropy 19(7): 294 (2017) - [j13]Li Su, Hau-Tieng Wu:
Extract Fetal ECG from Single-Lead Abdominal ECG by De-Shape Short Time Fourier Transform and Nonlocal Median. Frontiers Appl. Math. Stat. 3: 2 (2017) - [j12]Yae-Lin Sheu, Liang-Yan Hsu, Pi-Tai Chou, Hau-Tieng Wu:
Entropy-based time-varying window width selection for nonlinear-type time-frequency analysis. Int. J. Data Sci. Anal. 3(4): 231-245 (2017) - [j11]Ronald R. Coifman, Stefan Steinerberger, Hau-Tieng Wu:
Carrier Frequencies, Holomorphy, and Unwinding. SIAM J. Math. Anal. 49(6): 4838-4864 (2017) - [j10]Yu-Ting Lin, Hau-Tieng Wu:
ConceFT for Time-Varying Heart Rate Variability Analysis as a Measure of Noxious Stimulation During General Anesthesia. IEEE Trans. Biomed. Eng. 64(1): 145-154 (2017) - [j9]Yin-Yan Lin, Hau-Tieng Wu, Chi-An Hsu, Po-Chiun Huang, Yuan-Hao Huang, Yu-Lun Lo:
Sleep Apnea Detection Based on Thoracic and Abdominal Movement Signals of Wearable Piezoelectric Bands. IEEE J. Biomed. Health Informatics 21(6): 1533-1545 (2017) - [i7]Ori Katz, Ronen Talmon, Yu-Lun Lo, Hau-Tieng Wu:
Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment. CoRR abs/1701.03619 (2017) - 2016
- [j8]Yu-Ting Lin, Patrick Flandrin, Hau-Tieng Wu:
When Interpolation-Induced Reflection Artifact Meets Time-Frequency Analysis. IEEE Trans. Biomed. Eng. 63(10): 2133-2141 (2016) - [i6]Ronen Talmon, Hau-Tieng Wu:
Latent common manifold learning with alternating diffusion: analysis and applications. CoRR abs/1602.00078 (2016) - [i5]Chen-Yun Lin, Su Li, Hau-Tieng Wu:
Wave-shape function analysis - when cepstrum meets time-frequency analysis. CoRR abs/1605.01805 (2016) - [i4]Li Su, Hau-Tieng Wu:
Minimum-latency Time-frequency Analysis Using Asymmetric Window Functions. CoRR abs/1606.09047 (2016) - 2015
- [j7]Hau-Tieng Wu, Ronen Talmon, Yu-Lun Lo:
Assess Sleep Stage by Modern Signal Processing Techniques. IEEE Trans. Biomed. Eng. 62(4): 1159-1168 (2015) - [c1]Roy R. Lederman, Ronen Talmon, Hau-Tieng Wu, Yu-Lun Lo, Ronald R. Coifman:
Alternating diffusion for common manifold learning with application to sleep stage assessment. ICASSP 2015: 5758-5762 - [i3]Ingrid Daubechies, Yi Wang, Hau-Tieng Wu:
ConceFT: Concentration of Frequency and Time via a multitapered synchrosqueezed transform. CoRR abs/1507.05366 (2015) - [i2]Yu-Ting Lin, Patrick Flandrin, Hau-Tieng Wu:
Interpolation-induced reflection artifact in the reassignment technique - with anesthesia example. CoRR abs/1507.05372 (2015) - 2014
- [j6]Hau-Tieng Wu, Shu-Shua Hseu, Mauo-Ying Bien, Yu Ru Kou, Ingrid Daubechies:
Evaluating Physiological Dynamics via Synchrosqueezing: Prediction of Ventilator Weaning. IEEE Trans. Biomed. Eng. 61(3): 736-744 (2014) - 2013
- [j5]Amit Singer, Hau-Tieng Wu:
Two-Dimensional Tomography from Noisy Projections Taken at Unknown Random Directions. SIAM J. Imaging Sci. 6(1): 136-175 (2013) - [j4]Gaurav Thakur, Eugene Brevdo, Neven S. Fuckar, Hau-Tieng Wu:
The Synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications. Signal Process. 93(5): 1079-1094 (2013) - [j3]François Auger, Patrick Flandrin, Yu-Ting Lin, Stephen McLaughlin, Sylvain Meignen, Thomas Oberlin, Hau-Tieng Wu:
Time-Frequency Reassignment and Synchrosqueezing: An Overview. IEEE Signal Process. Mag. 30(6): 32-41 (2013) - 2011
- [j2]Hau-Tieng Wu, Patrick Flandrin, Ingrid Daubechies:
One or Two frequencies? The Synchrosqueezing Answers. Adv. Data Sci. Adapt. Anal. 3(1-2): 29-39 (2011) - [j1]Gaurav Thakur, Hau-Tieng Wu:
Synchrosqueezing-Based Recovery of Instantaneous Frequency from Nonuniform Samples. SIAM J. Math. Anal. 43(5): 2078-2095 (2011) - [i1]Eugene Brevdo, Neven S. Fuckar, Gaurav Thakur, Hau-Tieng Wu:
The Synchrosqueezing algorithm: a robust analysis tool for signals with time-varying spectrum. CoRR abs/1105.0010 (2011)
Coauthor Index
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last updated on 2024-12-02 22:27 CET by the dblp team
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