Marc Streit

Marc Streit

Johannes Kepler Universität Linz

H-index: 33

Europe-Austria

About Marc Streit

Marc Streit, With an exceptional h-index of 33 and a recent h-index of 26 (since 2020), a distinguished researcher at Johannes Kepler Universität Linz, specializes in the field of Visualization, Visual Analytics, Explainable AI, Biological Data Visualization.

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

Loops: Leveraging Provenance and Visualization to Support Exploratory Data Analysis in Notebooks

Human-Centered Approaches for Provenance in Automated Data Science (Dagstuhl Seminar 23372)

VisAhoi: Towards a Library to Generate and Integrate Visualization Onboarding Using High-level Visualization Grammars

Visual Data Science for Industrial Applications

Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task

CIME4R: Exploring iterative, AI-guided chemical reaction optimization campaigns in their parameter space

Design of Visualization Onboarding Concepts for a 2D Scatterplot in a Biomedical Visual Analytics Tool

Visualization Onboarding Grounded in Educational Theories

Marc Streit Information

University

Position

Professor for Visual Data Science @

Citations(all)

3495

Citations(since 2020)

2102

Cited By

2126

hIndex(all)

33

hIndex(since 2020)

26

i10Index(all)

59

i10Index(since 2020)

50

Email

University Profile Page

Johannes Kepler Universität Linz

Google Scholar

View Google Scholar Profile

Marc Streit Skills & Research Interests

Visualization

Visual Analytics

Explainable AI

Biological Data Visualization

Top articles of Marc Streit

Title

Journal

Author(s)

Publication Date

Loops: Leveraging Provenance and Visualization to Support Exploratory Data Analysis in Notebooks

COMPUTER GRAPHICS forum

Klaus Eckelt

Kiran Gadhave

Alexander Lex

Marc Streit

2024

Human-Centered Approaches for Provenance in Automated Data Science (Dagstuhl Seminar 23372)

Anamaria Crisan

Lars Kotthoff

Marc Streit

Kai Xu

2024

VisAhoi: Towards a Library to Generate and Integrate Visualization Onboarding Using High-level Visualization Grammars

arXiv preprint arXiv:2308.16559

Christina Stoiber

Daniela Moitzi

Holger Stitz

Florian Grassinger

Anto Silviya Geo Prakash

...

2023/8/31

Visual Data Science for Industrial Applications

Tobias Schreck

Belgin Mutlu

Marc Streit

2023/2/3

Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task

Computers in Human Behavior

Benedikt Leichtmann

Christina Humer

Andreas Hinterreiter

Marc Streit

Martina Mara

2023/2/1

CIME4R: Exploring iterative, AI-guided chemical reaction optimization campaigns in their parameter space

Christina Humer

Rachel Nicholls

Henry Heberle

Moritz Heckmann

Michael Pühringer

...

2023/12/22

Design of Visualization Onboarding Concepts for a 2D Scatterplot in a Biomedical Visual Analytics Tool

Christina Stoiber

Daniela Moitzi

Holger Stitz

Dominic Girardi

Marc Streit

...

2023/8

Visualization Onboarding Grounded in Educational Theories

Christina Stoiber

Markus Wagner

Florian Grassinger

Margit Pohl

Holger Stitz

...

2023/11/7

Visualizing and monitoring the process of injection molding

Electronic Imaging

Christian A Steinparz

Thomas Mitterlehner

Bernhard Praher

Klaus Straka

Holger Stitz

...

2023/1/16

Iguanodon: A Code-Breaking Game for Improving Visualization Literacy

Patrick Adelberger

Oleg Lesota

Klaus Eckelt

Markus Schedl

Marc Streit

2023/8

Transitioning to a commercial dashboarding system: Socio-technical observations and opportunities

IEEE Transactions on Visualization and Computer Graphics

Conny Walchshofer

Vaishal Dhanoa

Marc Streit

Miriah Meyer

2023/10/25

Explainable Artificial Intelligence improves human decision-making: Results from a mushroom picking experiment at a public art festival

International Journal of Human–Computer Interaction

Benedikt Leichtmann

Andreas Hinterreiter

Christina Humer

Marc Streit

Martina Mara

2023/6/14

Marjorie: Visualizing Type 1 Diabetes Data to Support Pattern Exploration

IEEE Transactions on Visualization and Computer Graphics

Anna Scimone

Klaus Eckelt

Marc Streit

Andreas Hinterreiter

2023/10/24

ParaDime: A Framework for Parametric Dimensionality Reduction

Computer Graphics Forum

Andreas Hinterreiter

Christina Humer

Bernhard Kainz

Marc Streit

2023/6

Perspectives of visualization onboarding and guidance in VA

Visual Informatics

Christina Stoiber

Davide Ceneda

Markus Wagner

Victor Schetinger

Theresia Gschwandtner

...

2022/3/1

Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions

Christina Humer

Andreas Hinterreiter

Benedikt Leichtmann

Martina Mara

Marc Streit

2022/10

Visual Informatics

Christian Tominski

Gennady Andrienko

Natalia Andrienko

Susanne Bleisch

Sara Irina Fabrikant

...

2021

Kokiri: Random-forest-based comparison and characterization of cohorts

Klaus Eckelt

Patrick Adelberger

Markus J Bauer

Thomas Zichner

Marc Streit

2022/10

Comparing effects of attribution-based, example-based, and feature-based explanation methods on AI-assisted decision-making

Christina Humer

Andreas Hinterreiter

Benedikt Leichtmann

Martina Mara

Marc Streit

2022/10

Supplementary Materials ChemInformatics Model Explorer (CIME): Exploratory analysis of chemical model explanations

Christina Humer

Henry Heberle

Floriane Montanari

Thomas Wolf

Florian Huber

...

2022/4/8

See List of Professors in Marc Streit University(Johannes Kepler Universität Linz)

Co-Authors

H-index: 121
Peter J Park

Peter J Park

Harvard University

H-index: 91
Hanspeter Pfister

Hanspeter Pfister

Harvard University

H-index: 83
Dieter Schmalstieg

Dieter Schmalstieg

Technische Universität Graz

H-index: 78
Nils Gehlenborg

Nils Gehlenborg

Harvard University

H-index: 56
Silvia Miksch

Silvia Miksch

Technische Universität Wien

H-index: 31
Christian Tominski

Christian Tominski

Universität Rostock

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