Concepedia

Fabian Sperrle

FS

12

Publications

359

Citations

11

H-Index

2017

Active since

Affiliations

University of Konstanz(Current)

University of British Columbia

Georgia Institute of Technology

Fabian Sperrle is an author at University of Konstanz specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceVisual Data MiningArtificial IntelligenceHuman-computer InteractionDesignNatural Language ProcessingLanguageUser Experience

Publications per year

2017–2022

12

Publications

12

A Survey of Human‐Centered Evaluations in Human‐Centered Machine Learning

Fabian Sperrle, Mennatallah El‐Assady, Grace Guo et al. · Computer Graphics Forum · 2021 · 70 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework

Mennatallah El‐Assady, Rita Sevastjanova, Fabian Sperrle et al. · IEEE Transactions on Visualization and Computer Graphics · 2017 · 68 citations

Engineering, Corpus Linguistics, Text Mining +24

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

Mennatallah El‐Assady, Fabian Sperrle, Daniel A. Keim et al. · IEEE Transactions on Visualization and Computer Graphics · 2018 · 58 citations

Co-adaptive visual data analysis and guidance processes

Fabian Sperrle, Astrik Jeitler, Jürgen Bernard et al. · Computers & Graphics · 2021 · 29 citations

Guidance Processes, Engineering, Data Science +5

A Typology of Guidance Tasks in Mixed‐Initiative Visual Analytics Environments

Ignacio Baltazar Pérez-Messina, Davide Ceneda, Mennatallah El‐Assady et al. · Computer Graphics Forum · 2022 · 23 citations · Full text

Engineering, Project Management, Visualization (Graphics) +18

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