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ORCIDMennatallah El-Assady
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- affiliation: ETH Zurich, Switzerland
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2020 – today
- 2025
[j41]Arpit Narechania, Kaustubh Odak, Mennatallah El-Assady, Alex Endert:
ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance. IEEE Trans. Vis. Comput. Graph. 31(1): 1235-1245 (2025)- [j40]Dominik Moritz, Mennatallah El-Assady:
2024 VGTC Visualization Significant New Researcher Award. IEEE Trans. Vis. Comput. Graph. 31(1): xxx-xxxi (2025) - 2024
- [j39]Steffen Holter
, Mennatallah El-Assady:
Deconstructing Human-AI Collaboration: Agency, Interaction, and Adaptation. Comput. Graph. Forum 43(3) (2024) - [j38]Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Mennatallah El-Assady:
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation. ACM Trans. Interact. Intell. Syst. 14(2): 14 (2024) - [j37]Davide Ceneda, Christopher Collins, Mennatallah El-Assady, Silvia Miksch, Christian Tominski, Alessio Arleo:
A Heuristic Approach for Dual Expert/End-User Evaluation of Guidance in Visual Analytics. IEEE Trans. Vis. Comput. Graph. 30(1): 997-1007 (2024) - [j36]Frederik L. Dennig, Matthias Miller, Daniel A. Keim, Mennatallah El-Assady:
FS/DS: A Theoretical Framework for the Dual Analysis of Feature Space and Data Space. IEEE Trans. Vis. Comput. Graph. 30(8): 5165-5182 (2024) - [j35]Rita Sevastjanova, Hanna Hauptmann, Sebastian Deterding, Mennatallah El-Assady:
Personalized Language Model Selection Through Gamified Elicitation of Contrastive Concept Preferences. IEEE Trans. Vis. Comput. Graph. 30(8): 5449-5465 (2024) - [c45]Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady:
SyntaxShap: Syntax-aware Explainability Method for Text Generation. ACL (Findings) 2024: 4551-4566 - [c44]Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady:
RELIC: Investigating Large Language Model Responses using Self-Consistency. CHI 2024: 647:1-647:18 - [c43]Ibrahim Al Hazwani, Nimra Ahmed, Mennatallah El-Assady, Jürgen Bernard:
Towards Personal Explanations for Recommender Systems: A Study on the Impact of Familiarity and Urgency. NordiCHI (Adjunct) 2024: 15:1-15:8 - [c42]Emily Wall, Laura E. Matzen, Mennatallah El-Assady, Peta Masters, Helia Hosseinpour, Alex Endert, Rita Borgo, Polo Chau, Adam Perer, Harald T. Schupp, Hendrik Strobelt, Lace M. K. Padilla:
Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization. PacificVis 2024: 22-31 - [c41]Ibrahim Al Hazwani, Tiantian Luo, Oana Inel, Francesco Ricci, Mennatallah El-Assady, Jürgen Bernard:
ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability. UMAP (Adjunct Publication) 2024 - [c40]Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady:
Challenges and Opportunities in Text Generation Explainability. xAI (1) 2024: 244-264 - [i49]Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady:
SyntaxShap: Syntax-aware Explainability Method for Text Generation. CoRR abs/2402.09259 (2024) - [i48]Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Mennatallah El-Assady:
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation. CoRR abs/2403.07627 (2024) - [i47]Steffen Holter, Mennatallah El-Assady:
Deconstructing Human-AI Collaboration: Agency, Interaction, and Adaptation. CoRR abs/2404.12056 (2024) - [i46]Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady:
Interactive Analysis of LLMs using Meaningful Counterfactuals. CoRR abs/2405.00708 (2024) - [i45]Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady:
Challenges and Opportunities in Text Generation Explainability. CoRR abs/2405.08468 (2024) - [i44]Robin Chan, Reda Boumasmoud, Anej Svete, Yuxin Ren, Qipeng Guo, Zhijing Jin, Shauli Ravfogel, Mrinmaya Sachan, Bernhard Schölkopf, Mennatallah El-Assady, Ryan Cotterell:
On Affine Homotopy between Language Encoders. CoRR abs/2406.02329 (2024) - [i43]Matthias Miller, Daniel Fürst, Maximilian T. Fischer, Hanna Hauptmann, Daniel A. Keim, Mennatallah El-Assady:
MelodyVis: Visual Analytics for Melodic Patterns in Sheet Music. CoRR abs/2407.05427 (2024) - [i42]Arpit Narechania, Kaustubh Odak, Mennatallah El-Assady, Alex Endert:
ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance. CoRR abs/2407.17431 (2024) - [i41]Thilo Spinner, Daniel Fürst, Mennatallah El-Assady:
iNNspector: Visual, Interactive Deep Model Debugging. CoRR abs/2407.17998 (2024) - [i40]Alan Boyle, Isha Gupta, Sebastian Hönig, Lukas Mautner, Kenza Amara, Furui Cheng, Mennatallah El-Assady:
iToT: An Interactive System for Customized Tree-of-Thought Generation. CoRR abs/2409.00413 (2024) - [i39]Lukas Klein, Carsten T. Lüth, Udo Schlegel, Till J. Bungert, Mennatallah El-Assady, Paul F. Jäger:
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics. CoRR abs/2409.16756 (2024) - [i38]Kenza Amara, Lukas Klein, Carsten T. Lüth, Paul Jäger, Hendrik Strobelt, Mennatallah El-Assady:
Why context matters in VQA and Reasoning: Semantic interventions for VLM input modalities. CoRR abs/2410.01690 (2024) - 2023
- [j34]Yannick Metz, Eugene Bykovets, Lucas Joos, Daniel A. Keim, Mennatallah El-Assady:
VISITOR: Visual Interactive State Sequence Exploration for Reinforcement Learning. Comput. Graph. Forum 42(3): 397-408 (2023) - [j33]Victor Schetinger, Sara Di Bartolomeo, Mennatallah El-Assady, Andrew M. McNutt, Matthias Miller, J. P. A. Passos, Jane Lydia Adams:
Doom or Deliciousness: Challenges and Opportunities for Visualization in the Age of Generative Models. Comput. Graph. Forum 42(3): 423-435 (2023) - [j32]Wolfgang Jentner, Giuliana Lindholz, Hanna Hauptmann, Mennatallah El-Assady, Kwan-Liu Ma, Daniel A. Keim:
Visual Analytics of Co-Occurrences to Discover Subspaces in Structured Data. ACM Trans. Interact. Intell. Syst. 13(2): 10:1-10:49 (2023) - [j31]Sanne van der Linden, Rita Sevastjanova, Mathias Funk, Mennatallah El-Assady:
MediCoSpace: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs. ACM Trans. Manag. Inf. Syst. 14(2): 15:1-15:20 (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) - [c39]Robin Chan, Afra Amini, Mennatallah El-Assady:
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals. ACL (demo) 2023: 463-470 - [c38]Uta Hinrichs, Florian Windhager, Mennatallah El-Assady, Eric C. Alexander, Adam James Bradley, Mark-Jan Bludau:
From Sketching to Coding: Visualization as a Thinking Process. DH 2023 - [c37]Senthuran Kalananthan, Alexander Kichutkin, Ziyao Shang, András Strausz, Francisco Javier Sanguino Bautiste, Mennatallah El-Assady:
MindSet: A Bias-Detection Interface Using a Visual Human-in-the-Loop Workflow. ECAI Workshops (2) 2023: 93-105 - [c36]Shehzaad Dhuliawala, Vilém Zouhar, Mennatallah El-Assady, Mrinmaya Sachan:
A Diachronic Perspective on User Trust in AI under Uncertainty. EMNLP 2023: 5567-5580 - [c35]Sverrir Arnórsson, Florian Abeillon, Ibrahim Al Hazwani, Jürgen Bernard, Hanna Hauptmann, Mennatallah El-Assady:
Why am I reading this? Explaining Personalized News Recommender Systems. EuroVA@EuroVis 2023: 67-72 - [c34]Sonia Laguna, Julian N. Heidenreich, Jiugeng Sun, Nilüfer Cetin, Ibrahim Al Hazwani, Udo Schlegel, Furui Cheng, Mennatallah El-Assady:
ExpLIMEable: A Visual Analytics Approach for Exploring LIME. VAHC 2023: 27-33 - [c33]Hongruyu Chen, Fernando Gonzalez, Oto Mraz, Sophia Kuhn, Cristina Guzman, Mennatallah El-Assady:
Explore, Compare, and Predict Investment Opportunities through What-If Analysis: US Housing Market Investigation. VINCI 2023: 19:1-19:5 - [c32]Jürgen Bernard, Mennatallah El-Assady:
The Future of Interactive Data Analysis and Visualization. EuroVis (Panel) 2023: 1-4 - [c31]Ibrahim Al Hazwani, Turki Alahmadi, Kathrin Wardatzky, Oana Inel, Mennatallah El-Assady, Jürgen Bernard:
Interaction Tasks for Explainable Recommender Systems. EuroVis (Posters) 2023: 37-39 - [p1]Mennatallah El-Assady:
Erklärbarkeitsstufen für die Mensch-KI-Interaktion in Visueller Textanalyse. Ausgezeichnete Informatikdissertationen 2023: 71-80 - [e1]Marco Angelini, Mennatallah El-Assady:
143th International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2023, Leipzig, Germany, June 12, 2023. Eurographics Association 2023, ISBN 978-3-03868-222-6 [contents] - [i37]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. CoRR abs/2306.09035 (2023) - [i36]Robin Chan, Afra Amini, Mennatallah El-Assady:
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals. CoRR abs/2306.12146 (2023) - [i35]Udo Schlegel, Daniela Oelke, Daniel A. Keim, Mennatallah El-Assady:
Visual Explanations with Attributions and Counterfactuals on Time Series Classification. CoRR abs/2307.08494 (2023) - [i34]Yannick Metz, David Lindner, Raphaël Baur, Daniel A. Keim, Mennatallah El-Assady:
RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback. CoRR abs/2308.04332 (2023) - [i33]Davide Ceneda, Christopher Collins, Mennatallah El-Assady, Silvia Miksch, Christian Tominski, Alessio Arleo:
A Heuristic Approach for Dual Expert/End-User Evaluation of Guidance in Visual Analytics. CoRR abs/2308.13052 (2023) - [i32]Kenza Amara, Mennatallah El-Assady, Rex Ying:
GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations. CoRR abs/2309.16223 (2023) - [i31]Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Andreas Spitz, Mennatallah El-Assady:
Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges. CoRR abs/2310.11252 (2023) - [i30]Shehzaad Dhuliawala, Vilém Zouhar, Mennatallah El-Assady, Mrinmaya Sachan:
A Diachronic Perspective on User Trust in AI under Uncertainty. CoRR abs/2310.13544 (2023) - [i29]Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady:
RELIC: Investigating Large Language Model Responses using Self-Consistency. CoRR abs/2311.16842 (2023) - [i28]Johanna Drucker, Mennatallah El-Assady, Uta Hinrichs, Florian Windhager, Derya Akbaba:
Visualization and the Humanities: Towards a Shared Research Agenda (Dagstuhl Seminar 23381). Dagstuhl Reports 13(9): 137-165 (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) - [c30]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 - [c29]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 - [c28]Raphael Beckmann, Cristian Blaga, Mennatallah El-Assady, Matthias Zeppelzauer, Jürgen Bernard:
Interactive Visual Explanation of Incremental Data Labeling. EuroVA@EuroVis 2022: 13-17 - [c27]Yannick Metz, Udo Schlegel, Daniel Seebacher, Mennatallah El-Assady, Daniel A. Keim:
A Comprehensive Workflow for Effective Imitation and Reinforcement Learning with Visual Analytics. EuroVA@EuroVis 2022: 19-23 - [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
Hanna Hauptmann
aka: Hanna Schäfer
aka: Hanna Schäfer
[j38] [j36] [i48] [i43] [j34] [j32] [i35] [i34] [i31] [j27] [j26] [j23] [j22] [c27] [i26] [i20] [i18] [j21] [j20] [j19] [j18] [j17] [j16] [j14] [c23] [i16] [i15] [i14] [j13] [j12] [c20] [c19] [c18] [i13] [i12] [i11] [i10] [i9] [j10] [j9] [c17] [c15] [c14] [c12] [i5] [i4] [i3] [i2] [j7] [j6] [j5] [c10] [c7] [i1] [j3] [j2] [c6] [c5] [c4] [j1] [c3] [c2]
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