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Siqi Liu
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Information commons for rice (IC4R)
IC4R Project Consortium
Nucleic acids research 44 (D1), D1172-D1180, 2016
472016
Change-point detection method for clinical decision support system rule monitoring
S Liu, A Wright, M Hauskrecht
Artificial intelligence in medicine 91, 49-56, 2018
372018
RiceWiki: a wiki-based database for community curation of rice genes
Z Zhang, J Sang, L Ma, G Wu, H Wu, D Huang, D Zou, S Liu, A Li, L Hao, ...
Nucleic acids research 42 (D1), D1222-D1228, 2014
312014
ELM-based name disambiguation in bibliography
D Han, S Liu, Y Hu, B Wang, Y Sun
World Wide Web 18 (2), 253-263, 2015
302015
Nonparametric regressive point processes based on conditional gaussian processes
S Liu, M Hauskrecht
Advances in Neural Information Processing Systems 32, 2019
292019
Change-point detection method for clinical decision support system rule monitoring
S Liu, A Wright, M Hauskrecht
Conference on artificial intelligence in medicine in europe, 126-135, 2017
192017
Online Conditional Outlier Detection in Nonstationary Time Series.
S Liu, A Wright, M Hauskrecht
FLAIRS, 86-91, 2017
172017
Event outlier detection in continuous time
S Liu, M Hauskrecht
International Conference on Machine Learning, 6793-6803, 2021
152021
Griffon: Reasoning about job anomalies with unlabeled data in cloud-based platforms
L Shao, Y Zhu, S Liu, A Eswaran, K Lieber, J Mahajan, M Thigpen, ...
Proceedings of the ACM Symposium on Cloud Computing, 441-452, 2019
132019
MLOS: An infrastructure for automated software performance engineering
C Curino, N Godwal, B Kroth, S Kuryata, G Lapinski, S Liu, S Oks, ...
Proceedings of the Fourth International Workshop on Data Management for End ¡¦, 2020
82020
Boosting twig joins in probabilistic XML
S Liu, G Wang
Database and Expert Systems Applications: 22nd International Conference ¡¦, 2011
72011
Thayer, et al. 2020. MLOS: An infrastructure for automated software performance engineering
C Curino, N Godwal, B Kroth, S Kuryata, G Lapinski, S Liu, S Oks, ...
Proceedings of the Fourth International Workshop on Data Management for End ¡¦, 0
7
Change-point detection for monitoring clinical decision support systems with a multi-process dynamic linear model
S Liu, A Wright, DF Sittig, M Hauskrecht
2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM ¡¦, 2017
52017
DynaConF: Dynamic Forecasting of Non-Stationary Time Series
S Liu, A Lehrmann
arXiv preprint arXiv:2209.08411, 2022
42022
Adapting attributes by selecting features similar across domains
S Liu, A Kovashka
2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-8, 2016
42016
Unsupervised Event Outlier Detection in Continuous Time
S Nath, YC Lui, S Liu
arXiv preprint arXiv:2411.16427, 2024
2024
Methods for event time series prediction and anomaly detection
S Liu
University of Pittsburgh, 2020
2020
CONTEXTUAL OUTLIER DETECTION IN CONTINUOUS-TIME EVENT SEQUENCES
S Liu, M Hauskrecht
arXiv preprint arXiv:1912.09522, 2019
2019
Detection of Abnormal Input-Output Associations
C Hong, S Liu, M Hauskrecht
arXiv preprint arXiv:1708.01035, 2017
2017
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