Daniel Keim

Daniel Keim

Universität Konstanz

H-index: 91

Europe-Germany

About Daniel Keim

Daniel Keim, With an exceptional h-index of 91 and a recent h-index of 52 (since 2020), a distinguished researcher at Universität Konstanz, specializes in the field of Data Analysis, Information Visualization, Visual Analytics, Visualization, Clustering.

His recent articles reflect a diverse array of research interests and contributions to the field:

Volunteered Geographic Information: Interpretation, Visualization and Social Context

Toward the Categorical Data Map

Uncertainty-Aware Enrichment of Animal Movement Trajectories by VGI

generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation

Comparative Evaluation of Animated Scatter Plot Transitions

MULTI-CASE: A Transformer-based Ethics-aware Multimodal Investigative Intelligence Framework

Exploring the Design Space of BioFabric Visualization for Multivariate Network Analysis

TreEducation: A Visual Education Platform for Teaching Treemap Layout Algorithms

Daniel Keim Information

University

Position

Professor of Computer Science Data Analysis and Visualization

Citations(all)

45386

Citations(since 2020)

14001

Cited By

38235

hIndex(all)

91

hIndex(since 2020)

52

i10Index(all)

398

i10Index(since 2020)

221

Email

University Profile Page

Universität Konstanz

Google Scholar

View Google Scholar Profile

Daniel Keim Skills & Research Interests

Data Analysis

Information Visualization

Visual Analytics

Visualization

Clustering

Top articles of Daniel Keim

Title

Journal

Author(s)

Publication Date

Volunteered Geographic Information: Interpretation, Visualization and Social Context

Proceedings of the ICA

Dirk Burghardt

Wolfgang Nejdl

Jochen Schiewe

Monika Sester

2018/5/16

Toward the Categorical Data Map

arXiv preprint arXiv:2404.16044

Frederik L Dennig

Lucas Joos

Patrick Paetzold

Daniela Blumberg

Oliver Deussen

...

2024/4/4

Uncertainty-Aware Enrichment of Animal Movement Trajectories by VGI

Volunteered Geographic Information

Yannick Metz

Daniel A Keim

2024

generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation

ACM Transactions on Interactive Intelligent Systems

Thilo Spinner

Rebecca Kehlbeck

Rita Sevastjanova

Tobias Stähle

Daniel A Keim

...

2024/3/12

Comparative Evaluation of Animated Scatter Plot Transitions

arXiv preprint arXiv:2401.04692

Nils Rodrigues

Frederik L Dennig

Vincent Brandt

Daniel A Keim

Daniel Weiskopf

2024/1/9

MULTI-CASE: A Transformer-based Ethics-aware Multimodal Investigative Intelligence Framework

arXiv preprint arXiv:2401.01955

Maximilian T Fischer

Yannick Metz

Lucas Joos

Matthias Miller

Daniel A Keim

2024/1/3

Exploring the Design Space of BioFabric Visualization for Multivariate Network Analysis

COMPUTER GRAPHICS forum

J Fuchs1 FL Dennig

MV Heinle

DA Keim

S Di Bartolomeo

2024

TreEducation: A Visual Education Platform for Teaching Treemap Layout Algorithms

IEEE Transactions on Visualization and Computer Graphics

Johannes Fuchs

Bastian Jäckl

Michael Jüttler

Daniel A Keim

Rita Sevastjanova

2024/4/24

Visual Comparison of Text Sequences Generated by Large Language Models

Rita Sevastjanova

Simon Vogelbacher

Andreas Spitz

Daniel Keim

Mennatallah El-Assady

2023/10/15

The role of interactive visualization in explaining (large) NLP models: from data to inference

arXiv preprint arXiv:2301.04528

Richard Brath

Daniel Keim

Johannes Knittel

Shimei Pan

Pia Sommerauer

...

2023/1/11

Visual Explanations with Attributions and Counterfactuals on Time Series Classification

arXiv preprint arXiv:2307.08494

Udo Schlegel

Daniela Oelke

Daniel A Keim

Mennatallah El-Assady

2023/7/14

Aesthetic-Driven Navigation for Node-Link Diagrams in VR

Lucas Joos

Maximilian T Fischer

Daniel A Keim

Johannes Fuchs

2023/10/13

Interactive dense pixel visualizations for time series and model attribution explanations

Udo Schlegel

Daniel A Keim

2023

FS/DS: A Theoretical Framework for the Dual Analysis of Feature Space and Data Space

IEEE Transactions on Visualization and Computer Graphics

Frederik L Dennig

Matthias Miller

Daniel A Keim

Mennatallah El-Assady

2023/6/21

Introducing the Attribution Stability Indicator: a Measure for Time Series XAI Attributions

arXiv preprint arXiv:2310.04178

Udo Schlegel

Daniel A Keim

2023/10/6

SkiVis: Visual Exploration and Route Planning in Ski Resorts

IEEE Transactions on Visualization and Computer Graphics

Julius Rauscher

Raphael Buchmüller

Daniel A Keim

Matthias Miller

2023/10/24

Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351)

Polo Chau

Alex Endert

Daniel A Keim

Daniela Oelke

2023

Visual Analytics of Co-Occurrences to Discover Subspaces in Structured Data

ACM Transactions on Interactive Intelligent Systems

Wolfgang Jentner

Giuliana Lindholz

Hanna Hauptmann

Mennatallah El-Assady

Kwan-Liu Ma

...

2023/6/19

Grand Challenges in Visual Analytics Applications

IEEE Computer Graphics and Applications

Aoyu Wu

Dazhen Deng

Min Chen

Shixia Liu

Daniel Keim

...

2023/9/15

Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges

arXiv preprint arXiv:2310.11252

Thilo Spinner

Rebecca Kehlbeck

Rita Sevastjanova

Tobias Stähle

Daniel A Keim

...

2023/10/17

See List of Professors in Daniel Keim University(Universität Konstanz)

Co-Authors

H-index: 104
Hans-Peter  Kriegel

Hans-Peter Kriegel

Ludwig-Maximilians-Universität München

H-index: 56
Dietmar Saupe

Dietmar Saupe

Universität Konstanz

H-index: 50
Tobias Schreck

Tobias Schreck

Technische Universität Graz

H-index: 29
Florian Mansmann

Florian Mansmann

Universität Konstanz

H-index: 22
Mennatallah El-Assady

Mennatallah El-Assady

Universität Konstanz

H-index: 20
Christian Rohrdantz

Christian Rohrdantz

Hochschule Luzern

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