| 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 | 103 | 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 | 84* | 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 | 68 | 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 | 46 | 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 | 32* | 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 | 31 | 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 | 29 | 2021 |
| 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 | 25 | 2021 |
| Learning and teaching in co-adaptive guidance for mixed-initiative visual analytics F Sperrle, AV Jeitler, J Bernard, DA Keim, M El-Assady | 25 | 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 | 22 | 2022 |
| Speculative execution for guided visual analytics F Sperrle, J Bernard, M Sedlmair, D Keim, M El-Assady arXiv preprint arXiv:1908.02627, 2018 | 21 | 2018 |
| 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 | 20 | 2022 |
| 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 | 18* | 2020 |
| 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 | 14 | 2021 |
| lingvis.io—A Linguistic Visual Analytics Framework M El-Assady, W Jentner, F Sperrle, R Sevastjanova, A Hautli-Janisz, ... ACL System Demonstrations, 2019 | 14 | 2019 |
| 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 | 10 | 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 | 9 | 2022 |
| Augmenting public deliberations through stream argument analytics and visualisations B Plüss, F Sperrle, V Gold, M El-Assady, A Hautli-Janisz, K Budzynska, ... Leipzig Symposium on Visualization in Applications, 2018 | 7 | 2018 |
| Human trust modeling for bias mitigation in artificial intelligence F Sperrle, U Schlegel, M El-Assady, DA Keim | 6 | 2019 |
| 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 | 4 | 2018 |
Mennatallah El-AssadyETH Zürich, AI CenterVerified email at ethz.ch
