Fabian Sperrle
Cited by
Cited by
Progressive learning of topic modeling parameters: A visual analytics framework
M El-Assady, R Sevastjanova, F Sperrle, D Keim, C Collins
IEEE transactions on visualization and computer graphics 24 (1), 382-391, 2017
Visual analytics for topic model optimization based on user-steerable speculative execution
M El-Assady, F Sperrle, O Deussen, D Keim, C Collins
IEEE transactions on visualization and computer graphics 25 (1), 374-384, 2018
Towards XAI: Structuring the Processes of Explanations
M El-Assady, W Jentner, R Kehlbeck, U Schlegel, R Sevastjanova, ...
Human-Centered Machine Learning Perspectives Workshop at CHI 2019, 2019
A Survey of Human‐Centered Evaluations in Human‐Centered Machine Learning
F Sperrle, M El‐Assady, G Guo, R Borgo, DH Chau, A Endert, D Keim
Computer Graphics Forum 40 (3), 543-568, 2021
Speculative execution for guided visual analytics
F Sperrle, J Bernard, M Sedlmair, D Keim, M El-Assady
arXiv preprint arXiv:1908.02627, 2018
Learning and teaching in co-adaptive guidance for mixed-initiative visual analytics
F Sperrle, AV Jeitler, J Bernard, DA Keim, M El-Assady
EuroVis Workshop on Visual Analytics (EuroVA), 61-65, 2020
VIANA: Visual interactive annotation of argumentation
F Sperrle, R Sevastjanova, R Kehlbeck, M El-Assady
2019 IEEE Conference on Visual Analytics Science and Technology (VAST), 11-22, 2019
Co-adaptive visual data analysis and guidance processes
F Sperrle, A Jeitler, J Bernard, D Keim, M El-Assady
Computers & Graphics 100, 93-105, 2021
122021—A Linguistic Visual Analytics Framework
M El-Assady, W Jentner, F Sperrle, R Sevastjanova, A Hautli-Janisz, ...
ACL System Demonstrations, 2019
A comparative analysis of industry human-AI interaction guidelines
AP Wright, ZJ Wang, H Park, G Guo, F Sperrle, M El-Assady, A Endert, ...
arXiv preprint arXiv:2010.11761, 2020
LTMA: Layered topic matching for the comparative exploration, evaluation, and refinement of topic modeling results
M El-Assady, F Sperrle, R Sevastjanova, M Sedlmair, D Keim
2018 International Symposium on Big Data Visual and Immersive Analytics …, 2018
Questioncomb: A gamification approach for the visual explanation of linguistic phenomena through interactive labeling
R Sevastjanova, W Jentner, F Sperrle, R Kehlbeck, J Bernard, ...
ACM Transactions on Interactive Intelligent Systems (TiiS) 11 (3-4), 1-38, 2021
Mennatallah El-Assady, Grace Guo, Rita Borgo, D Horng Chau, Alex Endert, and Daniel Keim. A survey of human-centered evaluations in human-centered machine learning
F Sperrle
Computer Graphics Forum 40, 543-567, 0
Learning Contextualized User Preferences for Co‐Adaptive Guidance in Mixed‐Initiative Topic Model Refinement
F Sperrle, H Schäfer, D Keim, M El‐Assady
Computer Graphics Forum 40 (3), 215-226, 2021
Should we trust (x) AI? Design dimensions for structured experimental evaluations
F Sperrle, M El-Assady, G Guo, DH Chau, A Endert, D Keim
arXiv preprint arXiv:2009.06433, 2020
Human trust modeling for bias mitigation in artificial intelligence
F Sperrle, U Schlegel, M El-Assady, D Keim
ACM CHI 2019 Workshop: Where is the Human? Bridging the Gap Between AI and HCI, 2019
Lotse: A Practical Framework for Guidance in Visual Analytics
F Sperrle, D Ceneda, M El-Assady
IEEE Transactions on Visualization and Computer Graphics 29 (1), 1124-1134, 2022
A Typology of Guidance Tasks in Mixed‐Initiative Visual Analytics Environments
I Pérez‐Messina, D Ceneda, M El‐Assady, S Miksch, F Sperrle
Computer Graphics Forum 41 (3), 465-476, 2022
Towards deliberation analytics: stream processing of argument data for deliberative communication
V Gold, BPL USS, M El-Assady, F Sperrle, K Budzynska, A Hautli-Janisz, ...
Proceedings of COMMA Workshop on Argumentation and Society, 1-3, 2018
ADD-up: Visual analytics for augmented deliberative democracy
B Plüss, M El-Assady, F Sperrle, V Gold, K Budzynska, A Hautli-Janisz, ...
7th International Conference on Computational Models of Argument, COMMA 2018 …, 2018
The system can't perform the operation now. Try again later.
Articles 1–20