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ORCIDMennatallah El-Assady
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2020 – today
- 2023
[j30]Fabian Sperrle, Davide Ceneda
, Mennatallah El-Assady:
Lotse: A Practical Framework for Guidance in Visual Analytics. IEEE Trans. Vis. Comput. Graph. 29(1): 1124-1134 (2023)- [j29]Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady:
Visual Comparison of Language Model Adaptation. IEEE Trans. Vis. Comput. Graph. 29(1): 1178-1188 (2023) - 2022
- [j28]Mennatallah El-Assady, Caterina Moruzzi:
Which Biases and Reasoning Pitfalls Do Explanations Trigger? Decomposing Communication Processes in Human-AI Interaction. IEEE Computer Graphics and Applications 42(6): 11-23 (2022) - [j27]Matthias Miller, Daniel Fürst, Hanna Hauptmann, Daniel A. Keim, Mennatallah El-Assady:
Augmenting Digital Sheet Music through Visual Analytics. Comput. Graph. Forum 41(1): 301-316 (2022) - [j26]Matthias Miller, Julius Rauscher, Daniel A. Keim, Mennatallah El-Assady:
CorpusVis: Visual Analysis of Digital Sheet Music Collections. Comput. Graph. Forum 41(3): 283-294 (2022) - [j25]Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Hauptmann, Mennatallah El-Assady:
LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores. Comput. Graph. Forum 41(3): 295-307 (2022) - [j24]Ignacio Pérez-Messina, Davide Ceneda, Mennatallah El-Assady, Silvia Miksch, Fabian Sperrle:
A Typology of Guidance Tasks in Mixed-Initiative Visual Analytics Environments. Comput. Graph. Forum 41(3): 465-476 (2022) - [j23]Dirk Streeb, Yannick Metz, Udo Schlegel, Bruno Schneider, Mennatallah El-Assady, Hansjörg Neth, Min Chen, Daniel A. Keim:
Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers. IEEE Trans. Vis. Comput. Graph. 28(9): 3307-3323 (2022) - [j22]Rita Sevastjanova, Mennatallah El-Assady, Adam Bradley, Christopher Collins, Miriam Butt, Daniel A. Keim:
VisInReport: Complementing Visual Discourse Analytics Through Personalized Insight Reports. IEEE Trans. Vis. Comput. Graph. 28(12): 4757-4769 (2022) - [c28]Beatrice Gobbo, Tommaso Elli, Uta Hinrichs, Mennatallah El-Assady:
xai-primer.com - A Visual Ideation Space of Interactive Explainers. CHI Extended Abstracts 2022: 193:1-193:4 - [c27]Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan:
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems. EMNLP 2022: 4136-4149 - [c26]Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger:
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings. MIDL 2022: 689-712 - [c25]Andreas Bäuerle, Richard Brath, Mennatallah El-Assady:
How Effective are Uni- and Multivariate Typographic Encodings? Studying the Usage of FontWeight, Oblique Angle, and Spacing. EuroVis (Short Papers) 2022: 7-11 - [i27]Alexandra Diehl, Alfie Abdul-Rahman, Benjamin Bach, Mennatallah El-Assady, Matthias Kraus, Robert S. Laramee, Min Chen:
Characterizing Grounded Theory Approaches in Visualization. CoRR abs/2203.01777 (2022) - [i26]Matthias Miller, Julius Rauscher, Daniel A. Keim, Mennatallah El-Assady:
CorpusVis: Visual Analysis of Digital Sheet Music Collections. CoRR abs/2203.12663 (2022) - [i25]David Lindner, Mennatallah El-Assady:
Humans are not Boltzmann Distributions: Challenges and Opportunities for Modelling Human Feedback and Interaction in Reinforcement Learning. CoRR abs/2206.13316 (2022) - [i24]Lukas Klein, Mennatallah El-Assady, Paul F. Jäger:
From Correlation to Causation: Formalizing Interpretable Machine Learning as a Statistical Process. CoRR abs/2207.04969 (2022) - [i23]Rita Sevastjanova, Mennatallah El-Assady:
Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language. CoRR abs/2207.06897 (2022) - [i22]Fabian Sperrle, Davide Ceneda, Mennatallah El-Assady:
Lotse: A Practical Framework for Guidance in Visual Analytics. CoRR abs/2208.04434 (2022) - [i21]Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady:
Visual Comparison of Language Model Adaptation. CoRR abs/2208.08176 (2022) - [i20]Eugene Bykovets, Yannick Metz, Mennatallah El-Assady, Daniel A. Keim, Joachim M. Buhmann:
BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning. CoRR abs/2208.10481 (2022) - [i19]Pantea Haghighatkhah, Mennatallah El-Assady, Jean-Daniel Fekete, Narges Mahyar, Carita Paradis, Vasiliki Simaki, Bettina Speckmann:
Characterizing Uncertainty in the Visual Text Analysis Pipeline. CoRR abs/2209.13498 (2022) - [i18]Eugene Bykovets, Yannick Metz, Mennatallah El-Assady, Daniel A. Keim, Joachim M. Buhmann:
How to Enable Uncertainty Estimation in Proximal Policy Optimization. CoRR abs/2210.03649 (2022) - [i17]Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan:
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems. CoRR abs/2211.12835 (2022) - 2021
- [j21]Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady:
Co-adaptive visual data analysis and guidance processes. Comput. Graph. 100: 93-105 (2021) - [j20]Dirk Streeb, Mennatallah El-Assady, Daniel A. Keim, Min Chen:
Why Visualize? Arguments for Visual Support in Decision Making. IEEE Computer Graphics and Applications 41(2): 17-22 (2021) - [j19]Emma Beauxis-Aussalet, Michael Behrisch, Rita Borgo, Duen Horng Chau, Christopher Collins, David S. Ebert, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Jörn Kohlhammer, Daniela Oelke, Jaakko Peltonen, Maria Riveiro, Tobias Schreck, Hendrik Strobelt, Jarke J. van Wijk, Theresa-Marie Rhyne:
The Role of Interactive Visualization in Fostering Trust in AI. IEEE Computer Graphics and Applications 41(6): 7-12 (2021) - [j18]Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady:
CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling. Comput. Graph. Forum 40(3): 25-36 (2021) - [j17]Fabian Sperrle, Hanna Schäfer, Daniel A. Keim, Mennatallah El-Assady:
Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement. Comput. Graph. Forum 40(3): 215-226 (2021) - [j16]Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Rita Borgo, Duen Horng Chau, Alex Endert, Daniel A. Keim:
A Survey of Human-Centered Evaluations in Human-Centered Machine Learning. Comput. Graph. Forum 40(3): 543-567 (2021) - [j15]Rita Sevastjanova, Wolfgang Jentner, Fabian Sperrle, Rebecca Kehlbeck, Jürgen Bernard, Mennatallah El-Assady:
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling. ACM Trans. Interact. Intell. Syst. 11(3-4): 19:1-19:38 (2021) - [j14]Dirk Streeb, Mennatallah El-Assady, Daniel A. Keim, Min Chen:
Why Visualize? Untangling a Large Network of Arguments. IEEE Trans. Vis. Comput. Graph. 27(3): 2220-2236 (2021) - [c24]Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Schäfer, Mennatallah El-Assady:
Explaining Contextualization in Language Models using Visual Analytics. ACL/IJCNLP (1) 2021: 464-476 - [c23]Thilo Spinner, Udo Schlegel, Martin Schall, Fabian Sperrle, Rita Sevastjanova, Beatrice Gobbo, Julius Rauscher, Mennatallah El-Assady, Daniel A. Keim:
Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration. EDBT/ICDT Workshops 2021 - [i16]Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady:
Visual Analytics of Conversational Dynamics. CoRR abs/2105.04897 (2021) - [i15]Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady:
CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling. CoRR abs/2106.06334 (2021) - [i14]Maximilian T. Fischer, Frederik L. Dennig, Daniel Seebacher, Daniel A. Keim, Mennatallah El-Assady:
Communication Analysis through Visual Analytics: Current Practices, Challenges, and New Frontiers. CoRR abs/2106.14802 (2021) - 2020
- [j13]Michael Blumenschein, Luka J. Debbeler, Nadine C. Lages, Britta Renner, Daniel A. Keim, Mennatallah El-Assady:
v-plots: Designing Hybrid Charts for the Comparative Analysis of Data Distributions. Comput. Graph. Forum 39(3): 565-577 (2020) - [j12]Mennatallah El-Assady, Rebecca Kehlbeck, Christopher Collins, Daniel A. Keim, Oliver Deussen:
Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections. IEEE Trans. Vis. Comput. Graph. 26(1): 1001-1011 (2020) - [j11]Thilo Spinner, Udo Schlegel, Hanna Schäfer, Mennatallah El-Assady:
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning. IEEE Trans. Vis. Comput. Graph. 26(1): 1064-1074 (2020) - [c22]Aikaterini-Lida Kalouli, Rita Sevastjanova, Valeria de Paiva, Richard S. Crouch, Mennatallah El-Assady:
XplaiNLI: Explainable Natural Language Inference through Visual Analytics. COLING (Demonstrations) 2020: 48-52 - [c21]Eric C. Alexander, Adam James Bradley, Catherine DeRose, Mennatallah El-Assady, Uta Hinrichs, Stefan Jänicke:
From Sketching to Coding: Teaching Visualization as a Thinking Process. DH 2020 - [c20]Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady:
Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics. EuroVA@Eurographics/EuroVis 2020: 61-65 - [c19]Bruno Schneider, Daniel A. Keim, Mennatallah El-Assady:
DataShiftExplorer: Visualizing and Comparing Change in Multidimensional Data for Supervised Learning. VISIGRAPP (3: IVAPP) 2020: 141-148 - [c18]Udo Schlegel, Eren Cakmak, Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A. Keim:
Towards visual debugging for multi-target time series classification. IUI 2020: 202-206 - [i13]Daniel Fürst, Matthias Miller, Daniel A. Keim, Alexandra Bonnici, Hanna Schäfer, Mennatallah El-Assady:
Augmenting Sheet Music with Rhythmic Fingerprints. CoRR abs/2009.02057 (2020) - [i12]Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Duen Horng Chau, Alex Endert, Daniel A. Keim:
Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations. CoRR abs/2009.06433 (2020) - [i11]Alexandra Diehl, Matthias Kraus, Alfie Abdul-Rahman, Mennatallah El-Assady, Benjamin Bach, Robert S. Laramee, Daniel A. Keim, Min Chen:
Studying Visualization Guidelines According to Grounded Theory. CoRR abs/2010.09040 (2020) - [i10]Austin P. Wright, Zijie J. Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Duen Horng Chau:
A Comparative Analysis of Industry Human-AI Interaction Guidelines. CoRR abs/2010.11761 (2020) - [i9]Udo Schlegel, Daniela Oelke, Daniel A. Keim, Mennatallah El-Assady:
An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks. CoRR abs/2012.04344 (2020)
2010 – 2019
- 2019
- [j10]Mennatallah El-Assady, Fabian Sperrle, Oliver Deussen, Daniel A. Keim, Christopher Collins:
Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution. IEEE Trans. Vis. Comput. Graph. 25(1): 374-384 (2019) - [j9]Shixia Liu, Xiting Wang, Christopher Collins, Wenwen Dou, Fang-Xin Ou-Yang, Mennatallah El-Assady, Liu Jiang, Daniel A. Keim:
Bridging Text Visualization and Mining: A Task-Driven Survey. IEEE Trans. Vis. Comput. Graph. 25(7): 2482-2504 (2019) - [c17]Mennatallah El-Assady, Wolfgang Jentner, Fabian Sperrle, Rita Sevastjanova, Annette Hautli-Janisz, Miriam Butt, Daniel A. Keim:
lingvis.io - A Linguistic Visual Analytics Framework. ACL (3) 2019: 13-18 - [c16]Matthias Miller, Alexandra Bonnici, Mennatallah El-Assady:
Augmenting Music Sheets with Harmonic Fingerprints. DocEng 2019: 17:1-17:10 - [c15]Matthias Kraus, Matthias Miller, Juri Buchmüller, Manuel Stein, Niklas Weiler, Daniel A. Keim, Mennatallah El-Assady:
Breaking the Curse of Visual Analytics: Accommodating Virtual Reality in the Visualization Pipeline. VISIGRAPP (Revised Selected Papers) 2019: 253-284 - [c14]Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A. Keim:
Towards A Rigorous Evaluation Of XAI Methods On Time Series. ICCV Workshops 2019: 4197-4201 - [c13]Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady:
VIANA: Visual Interactive Annotation of Argumentation. VAST 2019: 11-22 - [c12]Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady:
Visual Analytics of Conversational Dynamics. EuroVA@EuroVis 2019: 83-87 - [c11]Mariana Shimabukuro, Jessica Zipf, Mennatallah El-Assady, Christopher Collins:
H-Matrix: Hierarchical Matrix for Visual Analysis of Cross-Linguistic Features in Large Learner Corpora. IEEE VIS (Short Papers) 2019: 61-65 - [i8]Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady:
VIANA: Visual Interactive Annotation of Argumentation. CoRR abs/1907.12413 (2019) - [i7]Matthias Miller, Alexandra Bonnici, Mennatallah El-Assady:
Augmenting Music Sheets with Harmonic Fingerprints. CoRR abs/1908.00003 (2019) - [i6]Thilo Spinner, Udo Schlegel, Hanna Schäfer, Mennatallah El-Assady:
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning. CoRR abs/1908.00087 (2019) - [i5]Mennatallah El-Assady, Rebecca Kehlbeck, Christopher Collins, Daniel A. Keim, Oliver Deussen:
Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections. CoRR abs/1908.00475 (2019) - [i4]Fabian Sperrle, Jürgen Bernard, Michael Sedlmair, Daniel A. Keim, Mennatallah El-Assady:
Speculative Execution for Guided Visual Analytics. CoRR abs/1908.02627 (2019) - [i3]Matthias Miller, Hanna Schäfer, Matthias Kraus, Marc Leman, Daniel A. Keim, Mennatallah El-Assady:
Framing Visual Musicology through Methodology Transfer. CoRR abs/1908.10411 (2019) - [i2]Udo Schlegel, Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A. Keim:
Towards a Rigorous Evaluation of XAI Methods on Time Series. CoRR abs/1909.07082 (2019) - 2018
- [j8]Adam James Bradley, Mennatallah El-Assady, Katharine Coles, Eric C. Alexander, Min Chen, Christopher Collins, Stefan Jänicke, David Joseph Wrisley:
Visualization and the Digital Humanities. IEEE Computer Graphics and Applications 38(6): 26-38 (2018) - [j7]Mennatallah El-Assady, Rita Sevastjanova, Daniel A. Keim, Christopher Collins:
ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics. Comput. Graph. Forum 37(3): 351-365 (2018) - [j6]Michael Behrisch, Michael Blumenschein, Nam Wook Kim, Lin Shao, Mennatallah El-Assady, Johannes Fuchs, Daniel Seebacher, Alexandra Diehl, Ulrik Brandes, Hanspeter Pfister, Tobias Schreck, Daniel Weiskopf, Daniel A. Keim:
Quality Metrics for Information Visualization. Comput. Graph. Forum 37(3): 625-662 (2018) - [j5]Mennatallah El-Assady, Rita Sevastjanova, Fabian Sperrle, Daniel A. Keim, Christopher Collins:
Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework. IEEE Trans. Vis. Comput. Graph. 24(1): 382-391 (2018) - [c10]Mennatallah El-Assady, Fabian Sperrle, Rita Sevastjanova, Michael Sedlmair, Daniel A. Keim:
LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results. BDVA 2018: 1-10 - [c9]Brian Plüss, Mennatallah El-Assady, Fabian Sperrle, Valentin Gold, Katarzyna Budzynska, Annette Hautli-Janisz, Chris Reed:
ADD-up: Visual Analytics for Augmented Deliberative Democracy. COMMA 2018: 471-472 - [c8]Mennatallah El-Assady:
Visual Text Analytics: Techniques for Linguistic Information Visualization. DocEng 2018: 2:1-2:2 - [c7]Alexandra Diehl, Alfie Abdul-Rahman, Mennatallah El-Assady, Benjamin Bach, Daniel A. Keim, Min Chen:
VisGuides: A Forum for Discussing Visualization Guidelines. EuroVis (Short Papers) 2018: 61-65 - [i1]Matthias Miller, Johannes Häußler, Matthias Kraus, Daniel A. Keim, Mennatallah El-Assady:
Analyzing Visual Mappings of Traditional and Alternative Music Notation. CoRR abs/1810.10814 (2018) - 2017
- [j4]Annette Hautli-Janisz, Mennatallah El-Assady:
Rhetorical strategies in German argumentative dialogs. Argument Comput. 8(2): 153-174 (2017) - [j3]Mennatallah El-Assady, Rita Sevastjanova, Bela Gipp, Daniel A. Keim, Christopher Collins:
NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations. Comput. Graph. Forum 36(3): 213-225 (2017) - [j2]Valentin Gold, Mennatallah El-Assady, Annette Hautli-Janisz, Tina Bögel, Christian Rohrdantz, Miriam Butt, Katharina Holzinger, Daniel A. Keim:
Visual linguistic analysis of political discussions: Measuring deliberative quality. Digit. Scholarsh. Humanit. 32(1): 141-158 (2017) - [c6]Mennatallah El-Assady, Annette Hautli-Janisz, Valentin Gold, Miriam Butt, Katharina Holzinger, Daniel A. Keim:
Interactive Visual Analysis of Transcribed Multi-Party Discourse. ACL (System Demonstrations) 2017: 49-54 - [c5]Wolfgang Jentner, Mennatallah El-Assady, Bela Gipp, Daniel A. Keim:
Feature Alignment for the Analysis of Verbatim Text Transcripts. EuroVA@EuroVis 2017: 13-17 - [c4]Michael Hundt, Bruno Schneider, Mennatallah El-Assady, Daniel A. Keim, Alexandra Diehl:
Visual Analysis of Geolocated Echo Chambers in Social Media. EuroVis (Posters) 2017: 125-127 - 2016
- [j1]Mennatallah El-Assady, Valentin Gold, Carmela Acevedo, Christopher Collins, Daniel A. Keim:
ConToVi: Multi-Party Conversation Exploration using Topic-Space Views. Comput. Graph. Forum 35(3): 431-440 (2016) - [c3]Christoph Schulz, Arlind Nocaj, Mennatallah El-Assady, Steffen Frey, Marcel Hlawatsch, Michael Hund, Grzegorz Karol Karch, Rudolf Netzel, Christin Schätzle, Miriam Butt, Daniel A. Keim, Thomas Ertl, Ulrik Brandes, Daniel Weiskopf:
Generative Data Models for Validation and Evaluation of Visualization Techniques. BELIV 2016: 112-124 - [c2]Miriam Butt, Gerhard Heyer, Katharina Holzinger, Cathleen Kantner, Daniel A. Keim, Jonas Kuhn, Gary S. Schaal, André Blessing, Sebastian Dumm, Mennatallah El-Assady, Valentin Gold, Annette Hautli-Janisz, Matthias Lemke, Maike Müller, Andreas Niekler, Maximilian Overbeck, Gregor Wiedemann:
Argumentanalyse in digitalen Textkorpora. DHd 2016 - 2015
- [c1]Valentin Gold, Christian Rohrdantz, Mennatallah El-Assady:
Exploratory Text Analysis using Lexical Episode Plots. EuroVis (Short Papers) 2015: 85-89
Coauthor Index
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