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Dustin Arendt
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How do visual explanations foster end users' appropriate trust in machine learning?
F Yang, Z Huang, J Scholtz, DL Arendt
Proceedings of the 25th International Conference on Intelligent User …, 2020
612020
Ocelot: user-centered design of a decision support visualization for network quarantine
DL Arendt, R Burtner, DM Best, ND Bos, JR Gersh, CD Piatko, CL Paul
2015 IEEE Symposium on Visualization for Cyber Security (VizSec), 1-8, 2015
492015
An effective anytime anywhere parallel approach for centrality measurements in social network analysis
EE Santos, L Pan, D Arendt, M Pittkin
2006 IEEE International Conference on Systems, Man and Cybernetics 6, 4693-4698, 2006
442006
Human factors in streaming data analysis: Challenges and opportunities for information visualization
A Dasgupta, DL Arendt, LR Franklin, PC Wong, KA Cook
Computer graphics forum 37 (1), 254-272, 2018
332018
Can you verifi this? studying uncertainty and decision-making about misinformation using visual analytics
A Karduni, R Wesslen, S Santhanam, I Cho, S Volkova, D Arendt, ...
Twelfth international AAAI conference on web and social media, 2018
292018
Vulnerable to misinformation? Verifi!
A Karduni, I Cho, R Wesslen, S Santhanam, S Volkova, DL Arendt, ...
Proceedings of the 24th International Conference on Intelligent User …, 2019
272019
Measuring, predicting and visualizing short-term change in word representation and usage in vkontakte social network
I Stewart, D Arendt, E Bell, S Volkova
Eleventh international AAAI conference on web and social media, 2017
222017
CyberPetri at CDX 2016: Real-time network situation awareness
D Arendt, D Best, R Burtner, CL Paul
2016 IEEE Symposium on Visualization for Cyber Security (VizSec), 1-4, 2016
222016
Opinions, influence, and zealotry: a computational study on stubbornness
DL Arendt, LM Blaha
Computational and Mathematical Organization Theory 21 (2), 184-209, 2015
222015
Fishing for clickbaits in social images and texts with linguistically-infused neural network models
M Glenski, E Ayton, D Arendt, S Volkova
arXiv preprint arXiv:1710.06390, 2017
182017
Explaining multimodal deceptive news prediction models
S Volkova, E Ayton, DL Arendt, Z Huang, B Hutchinson
Proceedings of the international AAAI conference on web and social media 13 …, 2019
152019
SVEN: Informative visual representation of complex dynamic structure
DL Arendt, LM Blaha
arXiv preprint arXiv:1412.6706, 2014
142014
Measure utility, gain trust: practical advice for XAI researchers
B Davis, M Glenski, W Sealy, D Arendt
2020 IEEE Workshop on TRust and EXpertise in Visual Analytics (TREX), 1-8, 2020
132020
Multiple social platforms reveal actionable signals for software vulnerability awareness: A study of GitHub, Twitter and Reddit
P Shrestha, A Sathanur, S Maharjan, E Saldanha, D Arendt, S Volkova
Plos one 15 (3), e0230250, 2020
132020
An Anytime Anywhere Approach for Computing All Pairs Shortest Paths for Social Network Analysis
EE Santos, L Pan, D Arendt, H Xia, M Pittkin
Integrated Design and Process Technology, 2006
132006
Crosscheck: Rapid, reproducible, and interpretable model evaluation
D Arendt, Z Huang, P Shrestha, E Ayton, M Glenski, S Volkova
arXiv preprint arXiv:2004.07993, 2020
112020
Towards rapid interactive machine learning: evaluating tradeoffs of classification without representation
D Arendt, E Saldanha, R Wesslen, S Volkova, W Dou
Proceedings of the 24th international conference on intelligent user …, 2019
112019
Parallel embeddings: a visualization technique for contrasting learned representations
DL Arendt, N Nur, Z Huang, G Fair, W Dou
Proceedings of the 25th International Conference on Intelligent User …, 2020
102020
Contrasting public opinion dynamics and emotional response during crisis
S Volkova, I Chetviorkin, D Arendt, BV Durme
International Conference on Social Informatics, 312-329, 2016
92016
Learning from dynamic user interaction graphs to forecast diverse social behavior
P Shrestha, S Maharjan, D Arendt, S Volkova
Proceedings of the 28th ACM International Conference on Information and …, 2019
82019
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