| explAIner: A visual analytics framework for interactive and explainable machine learning T Spinner, U Schlegel, H Schäfer, M El-Assady IEEE Transactions on Visualization and Computer Graphics 26 (1), 1064-1074, 2019 | 431 | 2019 |
| Towards a rigorous evaluation of xai methods on time series U Schlegel, H Arnout, M El-Assady, D Oelke, DA Keim IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 4197-4201, 2019 | 220 | 2019 |
| Quality Metrics for Information Visualization M Behrisch, M Blumenschein, NW Kim, L Shao, M El‐Assady, J Fuchs, ... Computer Graphics Forum 37 (3), 625-662, 2018 | 182 | 2018 |
| Bridging text visualization and mining: A task-driven survey S Liu, X Wang, C Collins, W Dou, F Ouyang, M El-Assady, L Jiang, ... IEEE Transactions on Visualization and Computer Graphics 25 (7), 2482-2504, 2018 | 154 | 2018 |
| 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 | 115 | 2017 |
| ConToVi: Multi‐party conversation exploration using topic‐space views M El‐Assady, V Gold, C Acevedo, C Collins, D Keim Computer Graphics Forum 35 (3), 431-440, 2016 | 109 | 2016 |
| 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 | 100 | 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, 2019 | 84 | 2019 |
| Visualization and the digital humanities AJ Bradley, M El-Assady, K Coles, E Alexander, M Chen, C Collins, ... IEEE Computer Graphics and Applications 38 (6), 26-38, 2018 | 82 | 2018 |
| NEREx: Named‐entity relationship exploration in multi‐party conversations M El‐Assady, R Sevastjanova, B Gipp, D Keim, C Collins Computer Graphics Forum 36 (3), 213-225, 2017 | 73 | 2017 |
| Automatic generation of socratic subquestions for teaching math word problems K Shridhar, J Macina, M El-Assady, T Sinha, M Kapur, M Sachan arXiv preprint arXiv:2211.12835, 2022 | 71 | 2022 |
| Visguides: A forum for discussing visualization guidelines. A Diehl, A Abdul-Rahman, M El-Assady, B Bach, DA Keim, M Chen EuroVis (Short Papers) 6 (7), 61-65, 2018 | 64 | 2018 |
| Semantic concept spaces: Guided topic model refinement using word-embedding projections M El-Assady, R Kehlbeck, C Collins, D Keim, O Deussen IEEE Transactions on Visualization and Computer Graphics 26 (1), 1001-1011, 2019 | 63 | 2019 |
| Doom or Deliciousness: Challenges and Opportunities for Visualization in the Age of Generative Models S Di Bartolomeo, V Schetinger, JL Adams, AM McNutt, M El-Assady, ... Computer Graphics Forum, 2023 | 62* | 2023 |
| Relic: Investigating large language model responses using self-consistency F Cheng, V Zouhar, S Arora, M Sachan, H Strobelt, M El-Assady Proceedings of the 2024 CHI conference on human factors in computing systems …, 2024 | 58 | 2024 |
| Towards XAI: Structuring the Processes of Explanations M El-Assady, W Jentner, R Kehlbeck, U Schlegel, R Sevastjanova, ... ACM CHI Workshop on Human--Centered Machine Learning Perspectives, 2019 | 58 | 2019 |
| The role of interactive visualization in fostering trust in AI E Beauxis-Aussalet, M Behrisch, R Borgo, DH Chau, C Collins, D Ebert, ... IEEE Computer Graphics and Applications 41 (6), 7-12, 2021 | 55 | 2021 |
| Visual linguistic analysis of political discussions: Measuring deliberative quality V Gold, M El-Assady, A Hautli-Janisz, T Bögel, C Rohrdantz, M Butt, ... Digital Scholarship in the Humanities 32 (1), 141-158, 2017 | 47* | 2017 |
| Going beyond Visualization: Verbalization as Complementary Medium to Explain Machine Learning Models R Sevastjanova, F Beck, B Ell, C Turkay, R Henkin, M Butt, D Keim, ... IEEE VIS Workshop on Visualization for AI Explainability, 2018 | 46 | 2018 |
| ThreadReconstructor: Modeling reply‐chains to untangle conversational text through visual analytics M El‐Assady, R Sevastjanova, D Keim, C Collins Computer Graphics Forum 37 (3), 351-365, 2018 | 43 | 2018 |
Daniel KeimProfessor of Computer Science, Data Analysis and Visualization, University of KonstanzVerified email at uni-konstanz.de
