J. Bernard

Most-cited papers

Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study
J. Bernard, M. Hutter, M. Zeppelzauer, D. Fellner +1 more
2018IEEE Transactions on Visualization and Computer Graphics154 citations
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VIAL: a unified process for visual interactive labeling
J. Bernard, M. Zeppelzauer, M. Sedlmair, W. Aigner
2017The Visual Computer123 citations
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MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
J. Bernard, Nils Wilhelm, Björn Krüger, T. May +2 more
2013IEEE Transactions on Visualization and Computer Graphics112 citations Open access
Semantic Scholar
Visual Analysis of Time‐Series Similarities for Anomaly Detection in Sensor Networks
M. Steiger, J. Bernard, S. Mittelstädt, Hendrik Lücke-Tieke +3 more
2014Computer graphics forum (Print)88 citations Open access
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Functional Outcomes and Quality of Life After Radical Prostatectomy Only Versus a Combination of Prostatectomy with Radiation and Hormonal Therapy.
Meike Adam, P. Tennstedt, Dominik Lanwehr, D. Tilki +20 more
2017European Urology82 citations
Semantic Scholar
SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
D. Sacha, Matthias Kraus, J. Bernard, M. Behrisch +3 more
2018IEEE Transactions on Visualization and Computer Graphics81 citations Open access
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From wearable sensor data to digital biomarker development: ten lessons learned and a framework proposal
Paola Daniore, Vasileios Nittas, C. Haag, J. Bernard +2 more
2024npj Digital Medicine66 citations Open access
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Towards User‐Centered Active Learning Algorithms
J. Bernard, M. Zeppelzauer, M. Lehmann, Martin Müller +1 more
2018Computer graphics forum (Print)66 citations
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A survey and task-based quality assessment of static 2D colormaps
J. Bernard, M. Steiger, S. Mittelstädt, S. Thum +2 more
2015Electronic imaging66 citations
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Interactive labelling of a multivariate dataset for supervised machine learning using linked visualisations, clustering, and active learning
Mohammad Chegini, J. Bernard, Philip Berger, A. Sourin +2 more
2019Visual Informatics60 citations Open access
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A Visual-Interactive System for Prostate Cancer Cohort Analysis
J. Bernard, David Sessler, T. May, T. Schlomm +2 more
2015IEEE Computer Graphics and Applications58 citations
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ConfusionFlow: A Model-Agnostic Visualization for Temporal Analysis of Classifier Confusion
Andreas P. Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser +3 more
2019IEEE Transactions on Visualization and Computer Graphics57 citations Open access
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Using Dashboard Networks to Visualize Multiple Patient Histories: A Design Study on Post-Operative Prostate Cancer
J. Bernard, David Sessler, J. Kohlhammer, R. Ruddle
2019IEEE Transactions on Visualization and Computer Graphics55 citations Open access
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TimeSeriesPaths : Projection-Based Explorative Analysis of Multivariate Time Series Data
J. Bernard, Nils Wilhelm, Maximilian Scherer, Thorsten May +1 more
2012International Conference in Central Europe on Computer Graphics and Visualization49 citations
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Visual‐interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets
J. Bernard, M. Steiger, S. Widmer, Hendrik Lücke-Tieke +2 more
2014Computer graphics forum (Print)46 citations
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VisInfo: a digital library system for time series research data based on exploratory search—a user-centered design approach
J. Bernard, Debora Daberkow, D. Fellner, Katrin Fischer +6 more
2015International Journal on Digital Libraries41 citations Open access
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Proton Ordering of Cubic Ice Ic: Spectroscopy and Computer Simulations
P. Geiger, C. Dellago, Markus Macher, C. Franchini +4 more
2014The journal of physical chemistry. C, Nanomaterials and interfaces36 citations Open access
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IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines
Joscha Eirich, Jakob Bonart, Dominik Jackle, M. Sedlmair +4 more
2021IEEE Transactions on Visualization and Computer Graphics34 citations Open access
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Co-adaptive visual data analysis and guidance processes
F. Sperrle, A. Jeitler, J. Bernard, D. Keim +1 more
2021Computers & graphics34 citations Open access
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Matrix Isolation Studies of Carbonic Acid—The Vapor Phase above the β-Polymorph
J. Bernard, R. G. Huber, K. Liedl, H. Grothe +1 more
2013Journal of the American Chemical Society34 citations Open access
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A visual active learning system for the assessment of patient well-being in prostate cancer research
J. Bernard, David Sessler, A. Bannach, T. May +1 more
2015Workshop on Visual Analytics in Healthcare30 citations
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Visual‐Interactive Preprocessing of Multivariate Time Series Data
J. Bernard, M. Hutter, Heiko Reinemuth, Hendrik Pfeifer +2 more
2019Computer graphics forum (Print)29 citations Open access
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FuryExplorer: visual-interactive exploration of horse motion capture data
Nils Wilhelm, Anna Vögele, R. Zsoldos, T. Licka +2 more
2015Electronic imaging29 citations
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Revisiting Perceptually Optimized Color Mapping for High-Dimensional Data Analysis
S. Mittelstädt, J. Bernard, Tobias Schreck, M. Steiger +2 more
2014Eurographics Conference on Visualization26 citations
Semantic Scholar
Explorative analysis of 2D color maps
M. Steiger, J. Bernard, S. Thum, S. Mittelstädt +3 more
2015International Conference in Central Europe on Computer Graphics and Visualization24 citations
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Adaptive Semantic Visualization for Bibliographic Entries
Kawa Nazemi, Reimond Retz, J. Bernard, J. Kohlhammer +1 more
2013International Symposium on Visual Computing24 citations
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Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data
J. Bernard, Eduard Dobermann, Anna Vögele, Björn Krüger +2 more
2017Visualization and Data Analysis23 citations
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Speculative Execution for Guided Visual Analytics
F. Sperrle, J. Bernard, M. Sedlmair, D. Keim +1 more
20182018 IEEE Workshop on Machine Learning from User Interaction for Visualization and Analytics (MLUI)22 citations Open access
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Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics
F. Sperrle, A. Jeitler, J. Bernard, D. Keim +1 more
2020EuroVA@Eurographics/EuroVis21 citations
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Bridging Knowledge Gaps in Policy Analysis with Information Visualization
T. Ruppert, J. Bernard, J. Kohlhammer
2013EGOV/ePart Ongoing Research19 citations
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A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling
J. Bernard, M. Hutter, M. Sedlmair, M. Zeppelzauer +1 more
2021ACM Trans. Interact. Intell. Syst.18 citations Open access
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Interactive visual labelling versus active learning: an experimental comparison
Mohammad Chegini, J. Bernard, Jian Cui, F. Chegini +3 more
2020Frontiers of Information Technology & Electronic Engineering18 citations Open access
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Exploratory search in time-oriented primary data
J. Bernard
201518 citations
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Visual analytics for radiomics: Combining medical imaging with patient data for clinical research
A. Bannach, J. Bernard, Florian Jung, J. Kohlhammer +3 more
2017Workshop on Visual Analytics in Healthcare17 citations
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Visual-Interactive Segmentation of Multivariate Time Series
J. Bernard, Eduard Dobermann, M. Bögl, M. Röhlig +2 more
2016EuroVA@EuroVis15 citations
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Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series
J. Bernard, C. Bors, M. Bögl, C. Eichner +4 more
2018EuroVA@EuroVis14 citations
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User-Based Visual-Interactive Similarity Definition for Mixed Data Objects - Concept and First Implementation
J. Bernard, David Sessler, T. Ruppert, J. Davey +2 more
201414 citations
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"It's like a glimpse into the future": Exploring the Role of Blood Glucose Prediction Technologies for Type 1 Diabetes Self-Management
Clara-Maria Barth, J. Bernard, Elaine M. Huang
2024International Conference on Human Factors in Computing Systems13 citations Open access
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Minions, Sheep, and Fruits : Metaphorical Narratives to Explain Artificial Intelligence and Build Trust
Wolfgang Jentner, Rita Sevastjanova, Florian Stoffel, D. Keim +2 more
201813 citations
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Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections
T. Ruppert, M. Staab, A. Bannach, Hendrik Lücke-Tieke +3 more
2017Visualization and Data Analysis13 citations
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RankASco: A Visual Analytics Approach to Leverage Attribute-Based User Preferences for Item Rankings
J. Schmid, Lena Cibulski, I. A. Hazwani, J. Bernard
2022EuroVA@EuroVis12 citations
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ProSeCo: Visual analysis of class separation measures and dataset characteristics
J. Bernard, M. Hutter, M. Zeppelzauer, M. Sedlmair +1 more
2021Computers & graphics12 citations Open access
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Personalized Visual-Interactive Music Classification
Christian Ritter, C. Altenhofen, M. Zeppelzauer, Arjan Kuijper +2 more
2018EuroVA@EuroVis12 citations
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Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis
J. Bernard, Christian Ritter, David Sessler, M. Zeppelzauer +2 more
2017VISIGRAPP12 citations Open access
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Approaches and Challenges in the Visual-interactive Comparison of Human Motion Data
J. Bernard, Anna Vögele, Reinhard Klein, D. Fellner
2017VISIGRAPP11 citations Open access
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A Visual-interactive System for Prostate Cancer Stratifications
J. Bernard, David Sessler, T. May, T. Schlomm +2 more
201411 citations
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Visual access to an agent-based simulation model to support political decision making
T. Ruppert, J. Bernard, Alex Ulmer, Hendrik Lücke-Tieke +1 more
2014International Conference on Knowledge Management and Knowledge Technologies11 citations
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Carbonic acid monoethyl ester as a pure solid and its conformational isomerism in the gas-phase
J. Bernard, Eva-Maria Köck, R. G. Huber, K. Liedl +4 more
2017RSC Advances9 citations Open access
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Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy
J. Bernard, M. Hutter, M. Lehmann, Martin Müller +2 more
2018Eurographics Conference on Visualization8 citations
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Visual Analytics of Work Behavior Data - Insights on Individual Differences
Saskia Koldijk, J. Bernard, T. Ruppert, J. Kohlhammer +2 more
2015Eurographics Conference on Visualization8 citations
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