Fabian Sperrle

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 20

Top Topics

Visual Analytics

Parameter Optimization

Speculative Execution

Top Venues

Comput. Graph. Forum

IEEE Trans. Vis. Comput. Graph.

Publications

Fabian Sperrle, Davide Ceneda, Mennatallah El-Assady
Lotse: A Practical Framework for Guidance in Visual Analytics. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Fabian Sperrle, Davide Ceneda, Mennatallah El-Assady
Lotse: A Practical Framework for Guidance in Visual Analytics. CoRR (2022)
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) (2022)
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) (2021)
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) (2021)
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)
Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady
Co-adaptive visual data analysis and guidance processes. Comput. Graph. 100 (2021)
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) (2021)
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 (2020)
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)
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 (2020)
Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady
VIANA: Visual Interactive Annotation of Argumentation. CoRR (2019)
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) (2019)
Fabian Sperrle, Jürgen Bernard, Michael Sedlmair, Daniel A. Keim, Mennatallah El-Assady
Speculative Execution for Guided Visual Analytics. CoRR (2019)
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)
Wolfgang Jentner, Juri Buchmüller, Fabian Sperrle, Rita Sevastjanova, Thilo Spinner, Udo Schlegel, Dirk Streeb, Hanna Schäfer
N.E.A.T. - Novel Emergency Analysis Tool. VAST (2019)
Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady
VIANA: Visual Interactive Annotation of Argumentation. VAST (2019)
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)
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) (2018)
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)