Bibliography

Prof. Dr. Jürgen Bernard

Full List of Publications at: http://juergen-bernard.de/bibliography.html

Peer-reviewed Journal Articles

J024 QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling
Sevastjanova, R., Jentner, W., Sperrle, F., Kehlbeck, R., Bernard, J., El-Assady, M.
ACM Transactions on Interactive Intelligent Systems (2021). doi: 10.1145/3429448
J023 Co-adaptive visual data analysis and guidance processes
Sperrle, F., Jeitler, A., Bernard, J., Keim, D., El-Assady, M.
Computers & Graphics (2021). doi: https://doi.org/10.1016/j.cag.2021.06.016
J022 ProSeCo: Visual analysis of class separation measures and dataset characteristics
Bernard, J., Hutter, M., Zeppelzauer, M., Sedlmair, M., Munzner, T.
Computers & Graphics pp. 48-60, (2021). doi: https://doi.org/10.1016/j.cag.2021.03.004
J021 A Taxonomy of Property Measures to Unify Active Learning and Human-Centered Approaches To Data Labeling
Bernard, J., Hutter, M., Sedlmair, M., Zeppelzauer, M., Munzner, T.
ACM Transactions on Interactive Intelligent Systems (TiiS) (2021).
J020 The Effect of Alignment on Peoples Ability to Judge Event Sequence Similarity
Ruddle, R., Bernard, J., Lücke-Tieke, H., May, T., Kohlhammer, J.
IEEE Transactions on Visualization and Computer Graphics pp. 1-1, (2021). doi: 10.1109/TVCG.2021.3050497
J019 Interactive Visual Labelling versus Active Learning: An Experimental Comparison
Chegini, M., Bernard, J., Cui, J., Chegini, F., Sourin, A., Andrews, K., Schreck, T.
Frontiers of Information Technology & Electronic Engineering (FITEE) pp. 524-535, (2020). doi: 10.1631/FITEE.1900549
J018 ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion
Hinterreiter, A., Ruch, P., Stitz, H., Ennemoser, M., Bernard, J., Strobelt, H., Streit, M.
IEEE Transactions on Visualization and Computer Graphics (2020).
J017 Visual-Interactive Preprocessing of Multivariate Time Series Data
Bernard, J., Hutter, M., Reinemuth, H., Pfeifer, H., Bors, C., Kohlhammer, J.
Computer Graphics Forum (CGF) pp. 401-412, (2019). doi: 10.1111/cgf.13698
J016 Interactive Labelling of a Multivariate Dataset for Supervised Machine Learning Using Linked Visualisations, Clustering, and Active Learning
Chegini, M., Bernard, J., Berger, P., Sourin, A., Andrews, K., Schreck, T.
Visual Informatics pp. 9-17, (2019). doi: 10.1016/j.visinf.2019.03.002
J015 Towards User-Centered Active Learning Algorithms
Bernard, J., Zeppelzauer, M., Lehmann, M., Müller, M., Sedlmair, M.
Computer Graphics Forum (CGF) pp. 121-132, (2018). doi: 10.1111/cgf.13406
J014 SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
Sacha, D., Kraus, M., Bernard, J., Behrisch, M., Schreck, T., Asano, Y., Keim, D.
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 120-130, (2018). doi: 10.1109/TVCG.2017.2744805
J013 Using dashboard networks to visualize multiple patient histories: a design study on post-operative prostate cancer
Bernard, J., Sessler, D., Kohlhammer, J., Ruddle, R.
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 1615-1628, (2018). doi: 10.1109/TVCG.2018.2803829
J012 Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study
Bernard, J., Hutter, M., Zeppelzauer, M., Fellner, D., Sedlmair, M.
IEEE Transactions on Visualization and Computer Graphics (TCVG) pp. 298-308, (2018). doi: 10.1109/TVCG.2017.2744818
J011 VIAL: a unified process for visual interactive labeling
Bernard, J., Zeppelzauer, M., Sedlmair, M., Aigner, W.
The Visual Computer (TVCJ) pp. 1189-1207, (2018). doi: 10.1007/s00371-018-1500-3
J010 Functional Outcomes and Quality of Life After Radical Prostatectomy Only Versus a Combination of Prostatectomy with Radiation and Hormonal Therapy
Adam, M., Tennstedt, P., Lanwehr, D., Tilki, D., Steuber, T., Beyer, B., Pehrke, D., Stattin, P., Bernard, J., Klaus, B., Loeb, S., Schlomm, T.
European Urology pp. 330-336, (2017). doi: https://doi.org/10.1016/j.eururo.2016.11.015
J009 Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy
Loeb, S., Adam, M., Tennstedt, P., Huber, W., Bernard, J., Tilki, D., Graefen, M., Huland, H., Schlomm, T.
Journal of Clinical Oncology (JCO) pp. 107, (2016).

Peer-reviewed Full Papers

P025 Visualizing Time Series Consistency for Feature Selection
Cibulski, L., May, T., Preim, B., Bernard, J., Kohlhammer, J.
Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Vaclav Skala-UNION Agency (2019). doi: http://hdl.handle.net/11025/35593
P024 Approaches and Challenges in the Visual-Interactive Comparison of Human Motion Data
Bernard, J., Vögele, A., Klein, R., Fellner, D.
Conference on Information Visualization Theory and Applications (IVAPP, VISIGRAPP) pp. 217-224, (2017). doi: 10.5220/0006127502170224
P023 Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis
Bernard, J., Ritter, C., Sessler, D., Zeppelzauer, M., Kohlhammer, J., Fellner, D.
Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP, VISIGRAPP) (3) pp. 75-87, (2017). doi: 10.5220/0006116400750087
P022 Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data
Bernard, J., Dobermann, E., Vögele, A., Krüger, B., Kohlhammer, J.
Visualization and Data Analysis (VDA 2017) (2017). doi: https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-387
P021 Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections
Ruppert, T., Staab, M., Bannach, A., Lücke-Tieke, H., Bernard, J., Kuijper, A., Kohlhammer, J.
Electronic Imaging pp. 46-57, (2017). doi: doi:10.2352/ISSN.2470-1173.2017.1.VDA-388
P020 Exploratory search in time-oriented primary data
Bernard, J.
Ausgezeichnete Informatikdissertationen 2015 (D-16), Gesellschaft für Informatik (GI) pp. 11-20, (2016).
P019 Supporting Collaborative Political Decision Making: An Interactive Policy Process Visualization System
Ruppert, T., Bannach, A., Bernard, J., Lücke-Tieke, H., Ulmer, A., Kohlhammer, J.
Symposium on Visual Information Communication and Interaction, ACM pp. 104-111, (2016). doi: 10.1145/2968220.2968223

Peer-reviewed Workshop Publications

W027 A Taxonomy of Attribute Scoring Functions
Schmid, J., Bernard, J.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211095
W026 LFPeers: Temporal Similarity Search in Covid-19 Data
Burmeister, J., Bernard, J., Kohlhammer, J.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211098
W025 SepEx: Visual Analysis of Class Separation Measures
Bernard, J., Hutter, M., Zeppelzauer, M., Sedlmair, M., Munzner, T.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201079
W024 Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics
Sperrle, F., Jeitler, A., Bernard, J., Keim, D., El-Assady, M.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201088
W023 Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling
Bernard, J., Hutter, M., Ritter, C., Lehmann, M., Sedlmair, M., Zeppelzauer, M.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: 10.2312/eurova.20191116
W022 Shall we play?—Extending the Visual Analytics Design Space through Gameful Design Concepts
Sevastjanova, R., Schäfer, H., Bernard, J., Keim, D., El-Assady, M.
MLUI 2019: Machine Learning from User Interactions for Visualization and Analytics, IEEE VIS 2019 workshop (2019).
W021 Self-Service Data Preprocessing and Cohort Analysis for Medical Researchers
Burmeister, J., Bernard, J., May, T., Kohlhammer, J.
IEEE Workshop on Visual Analytics in Healthcare (VAHC) pp. 17-24, (2019). doi: 10.1109/VAHC47919.2019.8945040
W020 mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling
Chegini, M., Bernard, J., Shao, L., Sourin, A., Andrews, K., Schreck, T.
IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems (2019).
W019 Quantifying Uncertainty in Multivariate Time Series Pre-Processing
Bors, C., Bernard, J., Bögl, M., Gschwandtner, T., Kohlhammer, J., Miksch, S.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: 10.2312/eurova.20191121
W018 Speculative Execution for Guided Visual Analytics
Sperrle, F., Bernard, J., Sedlmair, M., Keim, D., El-Assady, M.
VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018).
W017 Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust
Jentner, W., Sevastjanova, R., Stoffel, F., Keim, D., Bernard, J., El-Assady, M.
IEEE VIS Workshop on Visualization for AI Explainability (2018).
W016 Computer-supported Interactive Assignment of Keywords for Literature Collections
Agarwal, S., Bernard, J., Beck, F.
IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018).
W015 Lowering the Barrier for Successful Replication and Evaluation
Lücke-Tieke, H., Beuth, M., Schader, P., May, T., Bernard, J., Kohlhammer, J.
IEEE VIS Workshop on Evaluation and Beyond - Methodological Approaches for Visualizations (BELIV), IEEE (2018).
W014 Personalized Visual-Interactive Music Classification
Ritter, C., Altenhofen, C., Zeppelzauer, M., Kuijper, A., Schreck, T., Bernard, J.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181109
W013 Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series
Bernard, J., Bors, C., Bögl, M., Eichner, C., Gschwandtner, T., Miksch, S., Schumann, H., Kohlhammer, J.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181112
W012 A Unified Process for Visual-Interactive Labeling
Bernard, J., Zeppelzauer, M., Sedlmair, M., Aigner, W.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171123
W011 Visual analytics for radiomics: Combining medical imaging with patient data for clinical research
Bannach, A., Bernard, J., Jung, F., Kohlhammer, J., May, T., Scheckenbach, K., Wesarg, S.
IEEE Workshop on Visual Analytics in Healthcare (VAHC), IEEE pp. 84-91, (2017). doi: 10.1109/VAHC.2017.8387545
W010 Combining Cluster and Outlier Analysis with Visual Analytics
Bernard, J., Dobermann, E., Sedlmair, M., Fellner, D.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171114
W009 Structuring the Strategies for Integrating Visualization into Automated Modeling Techniques for Visual Analytics
May, T., Bernard, J., Kohlhammer, J.
IEEE VIS Workshop on Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization (C4PGV) (2016).
W008 Visual-Interactive Segmentation of Multivariate Time Series
Bernard, J., Dobermann, E., Bögl, M., Röhlig, M., Vögele, A., Kohlhammer, J.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161121
W007 Visual-Interactive Exploration of Relations Between Time-Oriented Data and Multivariate Data
Bernard, J., Sessler, D., Steiger, M., Spott, M., Kohlhammer, J.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161124
W006 Methods and a research agenda for the evaluation of event sequence visualization techniques
Ruddle, R., Bernard, J., May, T., Lücke-Tieke, H., Kohlhammer, J.
IEEE VIS 2016 Workshop on Temporal \& Sequential Event Analysis. (2016).

Peer-reviewed Short Papers

S004 Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy
Bernard, J., Hutter, M., Lehmann, M., Müller, M., Zeppelzauer, M., Sedlmair, M.
EuroVis 2018 - Short Papers, The Eurographics Association (2018). doi: 10.2312/eurovisshort.20181085
S003 Visual Access to Performance Indicators in the Mining Sector
Ruppert, T., Bannach, A., Bernard, J., Lokanc, M., Kohlhammer, J.
EuroVis 2017 - Short Papers, The Eurographics Association (2017). doi: 10.2312/eurovisshort.20171150