Fabian Sperrle

According to our database, Fabian Sperrle authored at least 18 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Lotse: A Practical Framework for Guidance in Visual Analytics.

Fabian Sperrle, Davide Ceneda, Mennatallah El-Assady

IEEE Trans. Vis. Comput. Graph., 2023

2022

A Typology of Guidance Tasks in Mixed-Initiative Visual Analytics Environments.

Ignacio Pérez-Messina, Davide Ceneda, Mennatallah El-Assady, Silvia Miksch, Fabian Sperrle

Comput. Graph. Forum, 2022

2021

QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling.

Rita Sevastjanova, Wolfgang Jentner, Fabian Sperrle, Rebecca Kehlbeck, Jürgen Bernard, Mennatallah El-Assady

ACM Trans. Interact. Intell. Syst., 2021

Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement.

Fabian Sperrle, Hanna Schäfer, Daniel A. Keim, Mennatallah El-Assady

Comput. Graph. Forum, 2021

A Survey of Human-Centered Evaluations in Human-Centered Machine Learning.

Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Rita Borgo, Duen Horng Chau, Alex Endert, Daniel A. Keim

Comput. Graph. Forum, 2021

Co-adaptive visual data analysis and guidance processes.

Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady

Comput. Graph., 2021

Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration.

Thilo Spinner, Udo Schlegel, Martin Schall, Fabian Sperrle, Rita Sevastjanova, Beatrice Gobbo, Julius Rauscher, Mennatallah El-Assady, Daniel A. Keim

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

2020

A Comparative Analysis of Industry Human-AI Interaction Guidelines.

Austin P. Wright, Zijie J. Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Duen Horng Chau

CoRR, 2020

Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations.

Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Duen Horng Chau, Alex Endert, Daniel A. Keim

CoRR, 2020

Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics.

Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady

Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020

2019

Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution.

Mennatallah El-Assady, Fabian Sperrle, Oliver Deussen, Daniel A. Keim, Christopher Collins

IEEE Trans. Vis. Comput. Graph., 2019

Speculative Execution for Guided Visual Analytics.

Fabian Sperrle, Jürgen Bernard, Michael Sedlmair, Daniel A. Keim, Mennatallah El-Assady

CoRR, 2019

VIANA: Visual Interactive Annotation of Argumentation.

Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady

Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

N.E.A.T. - Novel Emergency Analysis Tool.

Wolfgang Jentner, Juri Buchmüller, Fabian Sperrle, Rita Sevastjanova, Thilo Spinner, Udo Schlegel, Dirk Streeb, Hanna Schäfer

Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

lingvis.io - A Linguistic Visual Analytics Framework.

Mennatallah El-Assady, Wolfgang Jentner, Fabian Sperrle, Rita Sevastjanova, Annette Hautli-Janisz, Miriam Butt, Daniel A. Keim

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework.

Mennatallah El-Assady, Rita Sevastjanova, Fabian Sperrle, Daniel A. Keim, Christopher Collins

IEEE Trans. Vis. Comput. Graph., 2018

ADD-up: Visual Analytics for Augmented Deliberative Democracy.

Brian Plüss, Mennatallah El-Assady, Fabian Sperrle, Valentin Gold, Katarzyna Budzynska, Annette Hautli-Janisz, Chris Reed

Proceedings of the Computational Models of Argument, 2018

LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results.

Mennatallah El-Assady, Fabian Sperrle, Rita Sevastjanova, Michael Sedlmair, Daniel A. Keim

Proceedings of the 2018 International Symposium on Big Data Visual and Immersive Analytics, 2018