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Dongyu Liu
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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
1432016
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
702019
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
702015
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
542020
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
462018
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
362018
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
162016
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
152020
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
132017
Understanding the Usability Challenges of Machine Learning In High-Stakes Decision Making
A Zytek, D Liu, R Vaithianathan, K Veeramachaneni
arXiv e-prints, arXiv: 2103.02071, 2021
9*2021
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
62021
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
42021
Aqeyes: visual analytics for anomaly detection and examination of air quality data
D Liu, K Veeramachaneni, A Geiger, VOK Li, H Qu
arXiv preprint arXiv:2103.12910, 2021
42021
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
42020
MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series
D Liu, S Alnegheimish, A Zytek, K Veeramachaneni
arXiv preprint arXiv:2112.05734, 2021
32021
ParkVis: A visual analytic system for anomaly detection in DinoFun World
A Puri, D Liu, S Chen, S Fu, T Wang, Y Chan, H Qu
2015 IEEE Conference on Visual Analytics Science and Technology (VAST), 123-124, 2015
22015
Sintel: A Machine Learning Framework to Extract Insights from Signals
S Alnegheimish, D Liu, C Sala, L Berti-Equille, K Veeramachaneni
arXiv preprint arXiv:2204.09108, 2022
12022
Sibyl: Explaining Machine Learning Models for High-Stakes Decision Making
A Zytek, D Liu, R Vaithianathan, K Veeramachaneni
Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021
12021
InSide: Interactive sketching for image database exploration
H Zhang, D Liu, C Wang
2013 International Conference on Computer-Aided Design and Computer Graphics …, 2013
12013
The Need for Interpretable Features: Motivation and Taxonomy
A Zytek, I Arnaldo, D Liu, L Berti-Equille, K Veeramachaneni
arXiv preprint arXiv:2202.11748, 2022
2022
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