Haitao Liu - Google Scholar

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Co-authors

Jian ZouWorcester Polytechnic InstituteVerified email at wpi.edu
Randy PaffenrothWorcester Polytechnic InstituteVerified email at wpi.edu
Chong ZhouResearch Data Scientist, Infrastructure, MetaVerified email at wpi.edu
Louis ScharfResearch Professor of Mathematics, Colorado State UniversityVerified email at engr.colostate.edu

Haitao Liu

Haitao Liu

worcester polytechnic institute

Verified email at wpi.edu - Homepage

Anomaly Detection Autoencoder Financial time series


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Multiple day biclustering of high‐frequency financial time series H Liu, J Zou, N Ravishanker Stat 7 (1), e176, 2018	7	2018
Clustering high‐frequency financial time series based on information theory H Liu, J Zou, N Ravishanker Applied Stochastic Models in Business and Industry 38 (1), 4-26, 2022	5	2022
Anomaly Detection via Graphical Lasso H Liu, RC Paffenroth, J Zou, C Zhou arXiv preprint arXiv:1811.04277, 2018	2	2018
Deep Kernel Coherence Encoder H Liu, R Paffenroth, L Scharf, F Sun 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 2067-2071, 2019	1	2019
Biclustering high-frequency financial time series based on information theory H Liu, J Zou, N Ravishanker Statistical Analysis and Data Mining 15 (4), 447-462, 2022		2022
Patterns Detection on Multivariate High-Frequency Time Series H Liu WPI Library, 2020		2020

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