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 | 214 | 2020 |
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 | 72 | 2015 |
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 | 52 | 2018 |
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 | 50 | 2019 |
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, ... Proceedings of the international AAAI conference on web and social media 12 (1), 2018 | 49 | 2018 |
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 | 47 | 2006 |
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 | 45 | 2020 |
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 | 41 | 2020 |
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 | 32 | 2019 |
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 | 32 | 2016 |
Measuring, predicting and visualizing short-term change in word representation and usage in vkontakte social network I Stewart, D Arendt, E Bell, S Volkova Proceedings of the International AAAI Conference on Web and Social Media 11 …, 2017 | 31 | 2017 |
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 | 28 | 2020 |
Opinions, influence, and zealotry: a computational study on stubbornness DL Arendt, LM Blaha Computational and Mathematical Organization Theory 21, 184-209, 2015 | 28 | 2015 |
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 | 26 | 2017 |
Hypergraph analytics of domain name system relationships CA Joslyn, S Aksoy, D Arendt, J Firoz, L Jenkins, B Praggastis, E Purvine, ... Algorithms and Models for the Web Graph: 17th International Workshop, WAW …, 2020 | 21 | 2020 |
SVEN: Informative visual representation of complex dynamic structure DL Arendt, LM Blaha arXiv preprint arXiv:1412.6706, 2014 | 21 | 2014 |
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 | 20 | 2019 |
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 | 18 | 2019 |
The “y” of it matters, even for storyline visualization D Arendt, M Pirrung 2017 IEEE Conference on Visual Analytics Science and Technology (VAST), 81-91, 2017 | 18 | 2017 |
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 | 17 | 2020 |