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Dongyu Liu
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Tadgan: Time series anomaly detection using generative adversarial networks
A Geiger, D Liu, S Alnegheimish, A Cuesta-Infante, K Veeramachaneni
2020 ieee international conference on big data (big data), 33-43, 2020
3852020
Smartadp: Visual analytics of large-scale taxi trajectories for selecting billboard locations
D Liu, D Weng, Y Li, J Bao, Y Zheng, H Qu, Y Wu
IEEE transactions on visualization and computer graphics 23 (1), 1-10, 2016
2122016
Atmseer: Increasing transparency and controllability in automated machine learning
Q Wang, Y Ming, Z Jin, Q Shen, D Liu, MJ Smith, K Veeramachaneni, ...
Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019
1342019
Peakvizor: Visual analytics of peaks in video clickstreams from massive open online courses
Q Chen, Y Chen, D Liu, C Shi, Y Wu, H Qu
IEEE transactions on visualization and computer graphics 22 (10), 2315-2330, 2015
992015
TPFlow: Progressive partition and multidimensional pattern extraction for large-scale spatio-temporal data analysis
D Liu, P Xu, L Ren
IEEE transactions on visualization and computer graphics 25 (1), 1-11, 2018
832018
Deeptracker: Visualizing the training process of convolutional neural networks
D Liu, W Cui, K Jin, Y Guo, H Qu
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (1), 1-25, 2018
652018
Sibyl: Understanding and addressing the usability challenges of machine learning in high-stakes decision making
A Zytek, D Liu, R Vaithianathan, K Veeramachaneni
IEEE Transactions on Visualization and Computer Graphics 28 (1), 1161-1171, 2021
542021
TacticFlow: Visual analytics of ever-changing tactics in racket sports
J Wu, D Liu, Z Guo, Q Xu, Y Wu
IEEE Transactions on Visualization and Computer Graphics 28 (1), 835-845, 2021
542021
Vbridge: Connecting the dots between features and data to explain healthcare models
F Cheng, D Liu, F Du, Y Lin, A Zytek, H Li, H Qu, K Veeramachaneni
IEEE Transactions on Visualization and Computer Graphics 28 (1), 378-388, 2021
462021
The Need for Interpretable Features: Motivation and Taxonomy
KV Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Equille
ACM SIGKDD Explorations Newsletter 24 (1), 1-13, 2022
392022
A guided tour of literature review: Facilitating academic paper reading with narrative visualization
Y Wang, D Liu, H Qu, Q Luo, X Ma
Proceedings of the 9th International Symposium on Visual Information …, 2016
332016
Understanding user-bot interactions for small-scale automation in open-source development
D Liu, MJ Smith, K Veeramachaneni
Extended abstracts of the 2020 CHI conference on human factors in computing …, 2020
322020
AER: Auto-encoder with regression for time series anomaly detection
L Wong, D Liu, L Berti-Equille, S Alnegheimish, K Veeramachaneni
2022 IEEE International Conference on Big Data (Big Data), 1152-1161, 2022
312022
MTV: Visual analytics for detecting, investigating, and annotating anomalies in multivariate time series
D Liu, S Alnegheimish, A Zytek, K Veeramachaneni
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW1), 1-30, 2022
262022
Sintel: A machine learning framework to extract insights from signals
S Alnegheimish, D Liu, C Sala, L Berti-Equille, K Veeramachaneni
Proceedings of the 2022 International Conference on Management of Data, 1855 …, 2022
212022
Cardea: An open automated machine learning framework for electronic health records
S Alnegheimish, N Alrashed, F Aleissa, S Althobaiti, D Liu, M Alsaleh, ...
2020 IEEE 7th International Conference on Data Science and Advanced …, 2020
202020
egocomp: A node-link-based technique for visual comparison of ego-networks
D Liu, F Guo, B Deng, H Qu, Y Wu
Information Visualization 16 (3), 179-189, 2017
202017
RASIPAM: Interactive pattern mining of multivariate event sequences in racket sports
J Wu, D Liu, Z Guo, Y Wu
IEEE Transactions on Visualization and Computer Graphics 29 (1), 940-950, 2022
162022
System and method for large scale multidimensional spatio-temporal data analysis
P Xu, L Ren, D Liu
US Patent 10,846,321, 2020
112020
MIG-Viewer: Visual analytics of soccer player migration
A Cao, X Xie, J Lan, H Lu, X Hou, J Wang, H Zhang, D Liu, Y Wu
Visual Informatics 5 (3), 102-113, 2021
102021
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