Fabian Sperrle
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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
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
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 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
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
Learning and teaching in co-adaptive guidance for mixed-initiative visual analytics
F Sperrle, AV Jeitler, J Bernard, DA Keim, M El-Assady
Speculative execution for guided visual analytics
F Sperrle, J Bernard, M Sedlmair, D Keim, M El-Assady
arXiv preprint arXiv:1908.02627, 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
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
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
142022—A Linguistic Visual Analytics Framework
M El-Assady, W Jentner, F Sperrle, R Sevastjanova, A Hautli-Janisz, ...
ACL System Demonstrations, 2019
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
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
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
Semantic color mapping: A pipeline for assigning meaningful colors to text
M El-Assady, R Kehlbeck, Y Metz, U Schlegel, R Sevastjanova, F Sperrle, ...
2022 IEEE 4th Workshop on Visualization Guidelines in Research, Design, and …, 2022
Human trust modeling for bias mitigation in artificial intelligence
F Sperrle, U Schlegel, M El-Assady, DA Keim
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
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