Jürgen Bernard

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 69

Top Venues

EuroVA@EuroVis

IEEE Trans. Vis. Comput. Graph.

CoRR

Comput. Graph.

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Clara-Maria Barth, Jürgen Bernard, Elaine M. Huang
"It's like a glimpse into the future": Exploring the Role of Blood Glucose Prediction Technologies for Type 1 Diabetes Self-Management. CHI (2024)
Paola Daniore, Vasileios Nittas, Christina Haag, Jürgen Bernard, Roman Gonzenbach, Viktor von Wyl
From wearable sensor data to digital biomarker development: ten lessons learned and a framework proposal. npj Digit. Medicine 7 (1) (2024)
Ibrahim Al Hazwani, Tiantian Luo, Oana Inel, Francesco Ricci, Mennatallah El-Assady, Jürgen Bernard
ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability. UMAP (Adjunct Publication) (2024)
Jürgen Bernard, Mennatallah El-Assady
The Future of Interactive Data Analysis and Visualization. EuroVis (Panel) (2023)
Clara-Maria Barth, Jenny Schmid, Ibrahim Al Hazwani, Madhav Sachdeva, Lena Cibulski, Jürgen Bernard
How applicable are attribute-based approaches for human-centered ranking creation? Comput. Graph. 114 (2023)
Gabriela Morgenshtern, Arnav Verma, Sana Tonekaboni, Robert Greer, Jürgen Bernard, Mjaye Mazwi, Anna Goldenberg, Fanny Chevalier
RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings. EuroVis (Short Papers) (2023)
Madhav Sachdeva, Jan Burmeister, Jörn Kohlhammer, Jürgen Bernard
LFPeers: Temporal similarity search and result exploration. Comput. Graph. 115 (2023)
Joscha Eirich, Dominik Jäckle, Michael Sedlmair, Christoph Wehner, Ute Schmid, Jürgen Bernard, Tobias Schreck
ManuKnowVis: How to Support Different User Groups in Contextualizing and Leveraging Knowledge Repositories. IEEE Trans. Vis. Comput. Graph. 29 (8) (2023)
Ibrahim Al Hazwani, Turki Alahmadi, Kathrin Wardatzky, Oana Inel, Mennatallah El-Assady, Jürgen Bernard
Interaction Tasks for Explainable Recommender Systems. EuroVis (Posters) (2023)
Johanna Schmidt, Harald Piringer, Thomas Mühlbacher, Jürgen Bernard
Human-Based and Automatic Feature Ideation for Time Series Data: A Comparative Study. EuroVA@EuroVis (2023)
Sverrir Arnórsson, Florian Abeillon, Ibrahim Al Hazwani, Jürgen Bernard, Hanna Hauptmann, Mennatallah El-Assady
Why am I reading this? Explaining Personalized News Recommender Systems. EuroVA@EuroVis (2023)
Jürgen Bernard, Marco Angelini
Computers and graphics special section on the 13th International EuroVis Workshop on Visual Analytics (EuroVA) 2022. Comput. Graph. 115 (2023)
Madhav Sachdeva, Michael Blum, Yann Stricker, Tobias Schreck, Rudolf Mumenthaler, Jürgen Bernard
ORD-Xplore: Bridging Open Research Data Collections through Modality Abstractions. EuroVis (Posters) (2023)
Raphael Beckmann, Cristian Blaga, Mennatallah El-Assady, Matthias Zeppelzauer, Jürgen Bernard
Interactive Visual Explanation of Incremental Data Labeling. EuroVA@EuroVis (2022)
Ibrahim Al Hazwani, Jenny Schmid, Madhav Sachdeva, Jürgen Bernard
A Design Space for Explainable Ranking and Ranking Models. CoRR (2022)
Zipeng Liu, Yang Wang, Jürgen Bernard, Tamara Munzner
Visualizing Graph Neural Networks With CorGIE: Corresponding a Graph to Its Embedding. IEEE Trans. Vis. Comput. Graph. 28 (6) (2022)
Jürgen Bernard, Katerina Vrotsou
Foreword to Special Section on EuroVA 2021. Comput. Graph. 107 (2022)
Andreas P. Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit
ConfusionFlow: A Model-Agnostic Visualization for Temporal Analysis of Classifier Confusion. IEEE Trans. Vis. Comput. Graph. 28 (2) (2022)
Ibrahim Al Hazwani, Jenny Schmid, Madhav Sachdeva, Jürgen Bernard
A Design Space for Explainable Ranking and Ranking Models. EuroVis (Posters) (2022)
Roy A. Ruddle, Jürgen Bernard, Hendrik Lücke-Tieke, Thorsten May, Jörn Kohlhammer
The Effect of Alignment on People's Ability to Judge Event Sequence Similarity. IEEE Trans. Vis. Comput. Graph. 28 (9) (2022)
Joscha Eirich, Jakob Bonart, Dominik Jäckle, Michael Sedlmair, Ute Schmid, Kai Fischbach, Tobias Schreck, Jürgen Bernard
IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Joscha Eirich, Georgios Koutroulis, Belgin Mutlu, Dominik Jäckle, Roman Kern, Tobias Schreck, Jürgen Bernard
ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines. IEEE Computer Graphics and Applications 42 (2) (2022)
Yasara Peiris, Clara-Maria Barth, Elaine M. Huang, Jürgen Bernard
A Data-Centric Methodology and Task Typology for Time-Stamped Event Sequences. BELIV (2022)
Jenny Schmid, Lena Cibulski, Ibrahim Al Hazwani, Jürgen Bernard
RankASco: A Visual Analytics Approach to Leverage Attribute-Based User Preferences for Item Rankings. EuroVA@EuroVis (2022)
Yasara Peiris, Clara-Maria Barth, Elaine M. Huang, Jürgen Bernard
A Data-Centric Methodology and Task Typology for Time-Stamped Event Sequences. CoRR (2022)
Zipeng Liu, Yang Wang, Jürgen Bernard, Tamara Munzner
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding. CoRR (2021)
Jürgen Bernard, Marco Hutter, Michael Sedlmair, Matthias Zeppelzauer, Tamara Munzner
A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling. ACM Trans. Interact. Intell. Syst. 11 (3-4) (2021)
Philipp Schader, Raphael Beckmann, Lukas Graner, Jürgen Bernard
LayoutExOmizer: Interactive Exploration and Optimization of 2D Data Layouts. VMV (2021)
Jenny Schmid, Jürgen Bernard
A Taxonomy of Attribute Scoring Functions. EuroVA@EuroVis (2021)
Nicolas Grossmann, Jürgen Bernard, Michael Sedlmair, Manuela Waldner
Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation. CoRR (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)
Nicolas Grossmann, Jürgen Bernard, Michael Sedlmair, Manuela Waldner
Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation. IEEE VIS (Short Papers) (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)
Jan Burmeister, Jürgen Bernard, Jörn Kohlhammer
LFPeers: Temporal Similarity Search in Covid-19 Data. EuroVA@EuroVis (2021)
Jürgen Bernard, Marco Hutter, Matthias Zeppelzauer, Michael Sedlmair, Tamara Munzner
ProSeCo: Visual analysis of class separation measures and dataset characteristics. Comput. Graph. 96 (2021)
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)
Mohammad Chegini, Jürgen Bernard, Jian Cui, Fatemeh Chegini, Alexei Sourin, Keith Andrews, Tobias Schreck
Interactive visual labelling versus active learning: an experimental comparison. Frontiers Inf. Technol. Electron. Eng. 21 (4) (2020)
Jürgen Bernard, Marco Hutter, Matthias Zeppelzauer, Michael Sedlmair, Tamara Munzner
SepEx: Visual Analysis of Class Separation Measures. EuroVA@Eurographics/EuroVis (2020)
Jan Burmeister, Jürgen Bernard, Thorsten May, Jörn Kohlhammer
Self-Service Data Preprocessing and Cohort Analysis for Medical Researchers. VAHC (2019)
Christian Bors, Jürgen Bernard, Markus Bögl, Theresia Gschwandtner, Jörn Kohlhammer, Silvia Miksch
Quantifying Uncertainty in Multivariate Time Series Pre-Processing. EuroVA@EuroVis (2019)
Mohammad Chegini, Jürgen Bernard, Philip Berger, Alexei Sourin, Keith Andrews, Tobias Schreck
Interactive labelling of a multivariate dataset for supervised machine learning using linked visualisations, clustering, and active learning. Vis. Informatics 3 (1) (2019)
Lena Cibulski, Thorsten May, Bernhard Preim, Jürgen Bernard, Jörn Kohlhammer
Visualizing Time Series Consistency for Feature Selection. J. WSCG 27 (2) (2019)
Jürgen Bernard, Marco Hutter, Heiko Reinemuth, Hendrik Pfeifer, Christian Bors, Jörn Kohlhammer
Visual-Interactive Preprocessing of Multivariate Time Series Data. Comput. Graph. Forum 38 (3) (2019)
Fabian Sperrle, Jürgen Bernard, Michael Sedlmair, Daniel A. Keim, Mennatallah El-Assady
Speculative Execution for Guided Visual Analytics. CoRR (2019)
Jürgen Bernard, Marco Hutter, Christian Ritter, Markus Lehmann, Michael Sedlmair, Matthias Zeppelzauer
Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling. EuroVA@EuroVis (2019)
Andreas P. Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit
ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion. CoRR (2019)
Jürgen Bernard, David Sessler, Jörn Kohlhammer, Roy A. Ruddle
Using Dashboard Networks to Visualize Multiple Patient Histories: A Design Study on Post-Operative Prostate Cancer. IEEE Trans. Vis. Comput. Graph. 25 (3) (2019)
Hendrik Lücke-Tieke, Marcel Beuth, Philipp Schader, Thorsten May, Jürgen Bernard, Jörn Kohlhammer
Lowering the Barrier for Successful Replication and Evaluation. BELIV (2018)
Dominik Sacha, Matthias Kraus, Jürgen Bernard, Michael Behrisch, Tobias Schreck, Yuki Asano, Daniel A. Keim
SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Jürgen Bernard, Marco Hutter, Markus Lehmann, Martin Müller, Matthias Zeppelzauer, Michael Sedlmair
Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy. EuroVis (Short Papers) (2018)
Christian Ritter, Christian Altenhofen, Matthias Zeppelzauer, Arjan Kuijper, Tobias Schreck, Jürgen Bernard
Personalized Visual-Interactive Music Classification. EuroVA@EuroVis (2018)
Jürgen Bernard, Matthias Zeppelzauer, Michael Sedlmair, Wolfgang Aigner
VIAL: a unified process for visual interactive labeling. Vis. Comput. 34 (9) (2018)
Jürgen Bernard, Christian Bors, Markus Bögl, Christian Eichner, Theresia Gschwandtner, Silvia Miksch, Heidrun Schumann, Jörn Kohlhammer
Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series. EuroVA@EuroVis (2018)
Jürgen Bernard, Marco Hutter, Matthias Zeppelzauer, Dieter W. Fellner, Michael Sedlmair
Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Jürgen Bernard, Matthias Zeppelzauer, Markus Lehmann, Martin Müller, Michael Sedlmair
Towards User-Centered Active Learning Algorithms. Comput. Graph. Forum 37 (3) (2018)
Andreas Bannach, Jürgen Bernard, Florian Jung, Jörn Kohlhammer, Thorsten May, Kathrin Scheckenbach, Stefan Wesarg
Visual analytics for radiomics: Combining medical imaging with patient data for clinical research. VAHC (2017)
Jürgen Bernard, Thorsten May, Dirk Pehrke, Thorsten Schlomm, Jörn Kohlhammer
Visual Computing for Big Data Analysis in Prostate Cancer Research. Eurographics (Dirk Bartz Prize) (2017)
Jürgen Bernard, Christian Ritter, David Sessler, Matthias Zeppelzauer, Jörn Kohlhammer, Dieter W. Fellner
Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. CoRR (2017)
Tobias Ruppert, Andreas Bannach, Jürgen Bernard, Martin Lokanc, Jörn Kohlhammer
Visual Access to Performance Indicators in the Mining Sector. EuroVis (Short Papers) (2017)
Tobias Ruppert, Michael Staab, Andreas Bannach, Hendrik Lücke-Tieke, Jürgen Bernard, Arjan Kuijper, Jörn Kohlhammer
Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections. Visualization and Data Analysis (2017)
Jürgen Bernard, Eduard Dobermann, Michael Sedlmair, Dieter W. Fellner
Combining Cluster and Outlier Analysis with Visual Analytics. EuroVA@EuroVis (2017)
Jürgen Bernard, Eduard Dobermann, Anna Vögele, Björn Krüger, Jörn Kohlhammer, Dieter W. Fellner
Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data. Visualization and Data Analysis (2017)
Jürgen Bernard, Anna Vögele, Reinhard Klein, Dieter W. Fellner
Approaches and Challenges in the Visual-interactive Comparison of Human Motion Data. VISIGRAPP (3: IVAPP) (2017)
Jürgen Bernard, Christian Ritter, David Sessler, Matthias Zeppelzauer, Jörn Kohlhammer, Dieter W. Fellner
Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. VISIGRAPP (3: IVAPP) (2017)
Jürgen Bernard, Matthias Zeppelzauer, Michael Sedlmair, Wolfgang Aigner
A Unified Process for Visual-Interactive Labeling. EuroVA@EuroVis (2017)
Jürgen Bernard, Eduard Dobermann, Markus Bögl, Martin Röhlig, Anna Vögele, Jörn Kohlhammer
Visual-Interactive Segmentation of Multivariate Time Series. EuroVA@EuroVis (2016)
Tobias Ruppert, Andreas Bannach, Jürgen Bernard, Hendrik Lücke-Tieke, Alex Ulmer, Jörn Kohlhammer
Supporting Collaborative Political Decision Making: An Interactive Policy Process Visualization System. VINCI (2016)
Jürgen Bernard, David Sessler, Martin Steiger, Martin Spott, Jörn Kohlhammer
Visual-Interactive Exploration of Relations Between Time-Oriented Data and Multivariate Data. EuroVA@EuroVis (2016)
David Sessler, Martin Spott, Detlef D. Nauck, William Harmer, Jörn Kohlhammer, Jürgen Bernard
Towards Combining Attribute-based and Time Series-based Visual Querying. EuroVis (Posters) (2016)
Nils Wilhelm, Anna Vögele, Rebeka Zsoldos, Theresia Licka, Björn Krüger, Jürgen Bernard
FuryExplorer: visual-interactive exploration of horse motion capture data. Visualization and Data Analysis (2015)
Jürgen Bernard, Martin Steiger, Sebastian Mittelstädt, Simon Thum, Daniel A. Keim, Jörn Kohlhammer
A survey and task-based quality assessment of static 2D colormaps. Visualization and Data Analysis (2015)
Jürgen Bernard, David Sessler, Andreas Bannach, Thorsten May, Jörn Kohlhammer
A visual active learning system for the assessment of patient well-being in prostate cancer research. VAHC (2015)
Jürgen Bernard, Debora Daberkow, Dieter W. Fellner, Katrin Fischer, Oliver Koepler, Jörn Kohlhammer, Mila Runnwerth, Tobias Ruppert, Tobias Schreck, Irina Sens
VisInfo: a digital library system for time series research data based on exploratory search - a user-centered design approach. Int. J. Digit. Libr. 16 (1) (2015)
Jürgen Bernard, David Sessler, Thorsten May, Thorsten Schlomm, Dirk Pehrke, Jörn Kohlhammer
A Visual-Interactive System for Prostate Cancer Cohort Analysis. IEEE Computer Graphics and Applications 35 (3) (2015)
Martin Steiger, Jürgen Bernard, Philipp Schader, Jörn Kohlhammer
Visual Analysis of Relations in Attributed Time-Series Data. EuroVA@EuroVis (2015)
Saskia Koldijk, Jürgen Bernard, Tobias Ruppert, Jörn Kohlhammer, Mark A. Neerincx, Wessel Kraaij
Visual Analytics of Work Behavior Data - Insights on Individual Differences. EuroVis (Short Papers) (2015)
Tobias Ruppert, Jürgen Bernard, Hendrik Lücke-Tieke, Thorsten May, Jörn Kohlhammer
Visual-Interactive Text Analysis to Support Political Decision Making - From Sentiments to Arguments to Policies. EuroVA@EuroVis (2015)
Martin Steiger, Jürgen Bernard, Thorsten May, Jörn Kohlhammer
A survey of direction-preserving layout strategies. SCCG (2014)
Tobias Ruppert, Jürgen Bernard, Thorsten May, Jörn Kohlhammer
Combining Computational Models and Interactive Visualization to Support Rational Decision Making. ISVC (1) (2014)
Sebastian Mittelstädt, Jürgen Bernard, Tobias Schreck, Martin Steiger, Jörn Kohlhammer, Daniel A. Keim
Revisiting Perceptually Optimized Color Mapping for High-Dimensional Data Analysis. EuroVis (Short Papers) (2014)
Jürgen Bernard, Martin Steiger, Sven Widmer, Hendrik Lücke-Tieke, Thorsten May, Jörn Kohlhammer
Visual-interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets. Comput. Graph. Forum 33 (3) (2014)
Tobias Ruppert, Jürgen Bernard, Hendrik Lücke-Tieke, Jörn Kohlhammer
Towards a tighter coupling of visualization and public policy making. IEEE VAST (2014)
Jürgen Bernard, Marco Hutter, David Sessler, Tobias Schreck, Michael Behrisch, Jörn Kohlhammer
Towards a user-defined visual-interactive definition of similarity functions for mixed data. IEEE VAST (2014)
Martin Steiger, Jürgen Bernard, Sebastian Mittelstädt, Hendrik Lücke-Tieke, Daniel A. Keim, Thorsten May, Jörn Kohlhammer
Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks. Comput. Graph. Forum 33 (3) (2014)
Tobias Ruppert, Jürgen Bernard, Alex Ulmer, Hendrik Lücke-Tieke, Jörn Kohlhammer
Visual access to an agent-based simulation model to support political decision making. I-KNOW (2014)
Kawa Nazemi, Reimond Retz, Jürgen Bernard, Jörn Kohlhammer, Dieter W. Fellner
Adaptive Semantic Visualization for Bibliographic Entries. ISVC (2) (2013)
Tobias Ruppert, Jürgen Bernard, Jörn Kohlhammer
Bridging Knowledge Gaps in Policy Analysis with Information Visualization. EGOV/ePart Ongoing Research (2013)
Jürgen Bernard, Nils Wilhelm, Björn Krüger, Thorsten May, Tobias Schreck, Jörn Kohlhammer
MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Tobias Ruppert, Jürgen Bernard, Alex Ulmer, Arjan Kuijper, Jörn Kohlhammer
Visual Access to Optimization Problems in Strategic Environmental Assessment. ISVC (2) (2013)
Jürgen Bernard, Tobias Ruppert, Maximilian Scherer, Jörn Kohlhammer, Tobias Schreck
Content-based layouts for exploratory metadata search in scientific research data. JCDL (2012)
Jürgen Bernard, Tobias Ruppert, Maximilian Scherer, Tobias Schreck, Jörn Kohlhammer
Guided discovery of interesting relationships between time series clusters and metadata properties. I-KNOW (2012)
Tobias Schreck, Lyubka Sharalieva, Franz Wanner, Jürgen Bernard, Tobias Ruppert, Tatiana von Landesberger, Benjamin Bustos
Visual exploration of local interest points in sets of time series. IEEE VAST (2012)
Jürgen Bernard, Tobias Ruppert, Oliver Goroll, Thorsten May, Jörn Kohlhammer
Visual-Interactive Preprocessing of Time Series Data. SIGRAD (2012)
Jürgen Bernard, Nils Wilhelm, Maximilian Scherer, Thorsten May, Tobias Schreck
TimeSeriesPaths: Projection-Based Explorative Analysis of Multivarate Time Series Data. J. WSCG 20 (2) (2012)
Jürgen Bernard, Tatiana von Landesberger, Sebastian Bremm, Tobias Schreck
Multiscale visual quality assessment for cluster analysis with self-organizing maps. Visualization and Data Analysis (2011)
Maximilian Scherer, Jürgen Bernard, Tobias Schreck
Retrieval and exploratory search in multivariate research data repositories using regressional features. JCDL (2011)
Sebastian Bremm, Tatiana von Landesberger, Jürgen Bernard, Tobias Schreck
Assisted Descriptor Selection Based on Visual Comparative Data Analysis. Comput. Graph. Forum 30 (3) (2011)
Jürgen Bernard, Jan Brase, Dieter W. Fellner, Oliver Koepler, Jörn Kohlhammer, Tobias Ruppert, Tobias Schreck, Irina Sens
A visual digital library approach for time-oriented scientific primary data. Int. J. Digit. Libr. 11 (2) (2010)
Tatiana von Landesberger, Sebastian Bremm, Jürgen Bernard, Tobias Schreck
Smart Query Definition for Content-Based Search in Large Sets of Graphs. EuroVAST@EuroVis (2010)
Jürgen Bernard, Tatiana von Landesberger, Sebastian Bremm, Tobias Schreck
Cluster correspondence views for enhanced analysis of SOM displays. IEEE VAST (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jürgen Bernard