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Cited by
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Since 2019
Citations
15
12
h-index
2
2
i10-index
0
0
0
8
4
2018
2019
2020
2021
2022
2023
2024
2
1
7
3
1
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Co-authors
Jian Zou
Worcester Polytechnic Institute
Verified email at wpi.edu
Randy Paffenroth
Worcester Polytechnic Institute
Verified email at wpi.edu
Chong Zhou
Research Data Scientist, Infrastructure, Meta
Verified email at wpi.edu
Louis Scharf
Research Professor of Mathematics, Colorado State University
Verified email at engr.colostate.edu
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Haitao Liu
worcester polytechnic institute
Verified email at wpi.edu -
Homepage
Anomaly Detection
Autoencoder
Financial time series
Articles
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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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