Time Series Processing

[7] J. Xu, Y. Li, H. Yang*, D. Dunson, I. Daubechies, PiPs: a Kernel-based Optimization Scheme for Analyzing Non-Stationary 1D Signals. Applied and Computational Harmonic Analysis. [pdf] [doi]

[6] H. Yang*, Multiresolution Mode Decomposition for Adaptive Time Series Analysis. Applied and Computational Harmonic Analysis, 2021. [pdf] [doi]

[5] X. Zhu, H. Yang, Z. Zhang*, J. Gao, N. Liu. Frequency-Chirprate Reassignment. Digital Signal Processing, 2020. [pdf] [doi]

[4] G. Tang, H. Yang*, A Fast Algorithm for Multiresolution Mode Decomposition. SIAM Multiscale Modeling and Simulation, 2020. [pdf] [doi]

[3] J. Xu, H. Yang*, and I. Daubechies, Recursive Diffeomorphism-Based Regression for Shape Functions. SIAM Journal on Mathematical Analysis, 50(1), 5-32, 2018. [pdf] [doi]

[2] H. Yang*, Statistical Analysis of Synchrosqueezed Transforms, Applied and Computational Harmonic Analysis, 2018. Codes. [pdf] [doi]

[1] H. Yang*, Synchrosqueezed Wave Packet Transforms and Diffeomorphism Based Spectral Analysis for 1D General Mode Decompositions. Applied and Computational Harmonic Analysis, 2015. [pdf]  [doi]

^: Equal contribution; *: Corresponding author.