Juergen Bernard

Dr.-Ing. Jürgen Bernard

Postdoctoral Research Fellow

Address: Vancouver, BC, V6T 1Z4, Canada
Email: jubernar (at) cs.ubc.ca
Phone: 604-7262048,
Snailmail: 201-2366 Main Mall
Office: X660, X-Wing extension
Platforms: LinkedIn, Xing
Research Platforms: Google Scholar, DBLP



About My primary research includes the characterization, design, and evaluation of visual-interactive interfaces to combine the strengths of both humans and algorithms in interactive machine learning and data science applications. My data-centered focus is on time series data as well as multivariate data. My technique-driven focus ranges from unsupervised to supervised machine learning including cluster analysis, dimensionality reduction, active learning, regression analysis, and classification. From a task perspective most of my work supports exploratory data analysis, i.e., sense-making, decision-making, and hypotheses-building for undiscovered data. Important application domains so far include climate and Earth observation, digital libraries, human motion analysis, service and energy network analysis, political decision-making, music classification, sports data analysis, stock chart analysis, as well as medical and patient-related research in particular.

Index Terms Information Visualization, Visual Analytics, Human-Computer Interaction, Data Science, Time Series Analysis, Exploratory Search, Visual-Interactive Learning, Active Learning, Semi-Supervised Learning, Interactive Machine Learning, Segmentation and Labeling of Time Series, Visual Cluster Analysis, Dimensionality Reduction, Multivariate Data Analysis, Mixed Data Analysis, Interactive Data Science

Short Bio Jürgen Bernard is a postdoctoral research fellow at the University of British Columba, Vancouver. He has joined the InfoVis group, led by Professor Tamara Munzner in 2019.
Jürgen Bernard studied Computer Sciences with focus on Computer Graphics and Bio Technology at the University of Technology of Darmstadt. His Diploma thesis in 2009 was about the visual-interactive cluster analysis using neural networks. He received his PhD Degree in 2015, when he was with Fraunhofer IGD. His thesis was about “Exploratory Search in Time-Oriented Primary Data”. In 2016, Jürgen Bernard started as a Post-doc researcher at TU Darmstadt at Interactive Graphics Systems Group (Computer Science), leading his own research group (Visual-Interactive Machine Learning).

Publications by Topics

Interactive Machine Learning

Visual-Interactive Labeling (VIAL)

Visual Analytics for Time-Oriented Data

Segmentation and Labeling of Multivariate Time Series

Design Studies and Applications

Experiments and Empirical Work

Visual Analytics in Health Care

Data Sets (Open Access)


Awards & Honors

4th most-contributing Author all Time EuroVA, Porto, POR 10th Anniversary of EuroVA - 8 Publications between 2010 and 2019 2019
Best Paper Award Nom. EuroVA, Porto, POR Visual Analysis of Degree-of-Interest Functions (...) 2019
Datenlotsen Price TU Darmstadt, GER Best Student Thesis of Christian Ritter (Supervision) 2018
Best Paper Award Nom. EuroVA, Brno, CZR Personalized Visual-Interactive Music Classification 2018
Dirk Bartz Price Eurographics EG, Lyon, FRA Visual Computing in Medicine (Eurographics) 2017
Best Paper Award IVAPP @ VISGRAPP, Porto, POR Visual-Interactive Similarity Search for Complex Objects (...) 2017
Hugo-Geiger Preis Fraunhofer, München, GER Excellent dissertations in the Fraunhofer society (Press Release) 2016
GI Best PhD Thesis Award Nominee Gesellschaft für Informatik (GI), Dagstuhl, GER Excellent Dissertations in Computer Science, candidate for TU Darmstadt (GI Dissertation Prize) 2016
Best Paper Award Nom. EuroVA, Groningen, NED Visual-Interactive Segmentation of Multivariate Time Series 2016
Best Industrial Project Awd. Fraunhofer IGD, Darmstadt, GER In collaboration with UKE Universitätsklinikum Hamburg Eppendorf 2016
Best Paper Award Fraunhofer IGD, Darmstadt, GER A Visual-Interactive System for Prostate Cancer (...) GC&A (Report) 2016
Dissertation TU Darmstadt, GER Disputation with ”summa-cum-laude“ 2015
Best Paper Award i-KNOW, Graz, AUT Conference on Knowledge Tech. and Data-driven Business (i-KNOW) 2014
Best Industrial Project Awd. Fraunhofer IGD, Darmstadt, GER In collaboration with IVA/Fraunhofer IGD and UKE, Hamburg, Germany 2014
Honorable Mention Fraunhofer IGD, Darmstadt, GER Content-based layouts for exploratory metadata search (...) (Report) 2013
Best Student Paper Award JCDL, Washington, USA Content-based layouts for exploratory metadata search (...) (JCDL) 2012
Honorable Mention Fraunhofer IGD, Darmstadt, GER A visual digital library approach for time-oriented scientific primary data 2011
Best Paper Award Fraunhofer IGD, Darmstadt, GER Visual Cluster Analysis of Trajectory Data With Interactive Kohonen Maps 2010
Best Diploma Thesis Awd. Fraunhofer IGD, Darmstadt, GER Methoden zur Qualitätsbewertung von Self-organizing Maps SOM (...) 2010

Invited Talks

Enhancing Human Centered and Interactive Machine Learning Aarhus University, DEN 2019
Enhancing Human-Centered Machine Learning with Visual Analytics Visual Computing Forum, University of Bergen, NOR 2019
Enhancing Interactive Data Science with Visual Analytics University of Rostock, GER 2019
Visual-Interactive Data Science University of Zurich, CH 2019
Transparent Machine Learning with Visual Analytics VIS in Practice at VIS 2018, Berlin, GER 2018
Visual-Interactive Machine Learning TU Graz, AUT 2018
Visual-Interactive Data Science City, University of London, UK 2018
Visual-Interactive Machine Learning University of Konstanz, GER 2018
Interactive Visual Data Science University of Trier, GER 2018
Data Visualization and Visual Analytics Graduate School of Excell. Comp. Eng. (CE), TU Darmstadt, GER 2018
Machine Learning with the User-in-the-Loop VRVis, Center for VR und Vis, Vienna, AUT 2018
Visual-Interactive Machine Learning for Time-Oriented Data University of Konstanz, GER 2018
Visual Computing for Big Data Analysis in Prostate Cancer Research Dirk Bartz Price Talk, Eurographics, Lyon, FRA 2017
Exploratory Search in Time-Oriented Data Vienna University of Technology, Vienna, AUT 2017
Visual Analytics meets Machine Learning St. Poelten University of Applied Sciences, St. Pölten, AUT 2017
Visual Analytics meets Human Motion Analysis University of Bonn, Bonn, GER 2016
Explorative Suche in Zeitbasierten Primärdaten Gesellschaft für Informatik (GI), Award Nomin., Dagstuhl, GER 2015
Relation Seeking between Time Series Data and Multivariate Data Conference on Artificial Intelligence (AI), Cambridge, UK 2015
Exploratory Search in Time-Oriented Primary Data PhD Defense, University of Darmstadt, GER 2015
Visual Analysis of Time-oriented Data British Telecom, Ipswich, UK 2013
Visual Analysis of Time-oriented Data Conference on Artificial Intelligence (AI), Cambridge, UK 2013
Content-based vs. Metadata-based Search and Analysis Research Worksop, University of Konstanz, GER 2012
Visual Access to Time-Oriented Scientific Primary Data Deutsches Klimarechenzentrum (DKRZ), Hamburg, GER 2011
Visualization and Search for Time-Oriented Scientific Primary Data DataCite, Technische Informationsbib. Hannover (TIB), GER 2010

Publications by Year

Publications by Type

Theses

Exploratory search in time-oriented primary data
Bernard, J.
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation), 2015

Methoden zur Qualitätsbewertung von Self-organizing Maps zur Unterstützung des visuellen Analyseprozesses
Bernard, J.
Technische Universität Darmstadt, Diploma Thesis (Diplomarbeit), 2009

Books

Methoden zur Qualitätsbewertung von Self-organizing Maps (SOM): Unterstützung der Visuellen Clusteranalyse
Bernard, J.
AV Akademikerverlag, 978-3-639-85612-5, pp. 100 p., 2015

Journal Articles

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

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
Towards User-Centered Active Learning Algorithms
Bernard, J., Zeppelzauer, M., Lehmann, M., Müller, M., Sedlmair, M.
Computer Graphics Forum (CGF), pp. 121-132, 2018
SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
Sacha, D., Kraus, M., Bernard, J., Behrisch, M., Schreck, T., Asano, Y., A. Keim, D.
IEEE Transactions on Visualization and Computer Graphics (TVCG), pp. 120-130, 2018
Using Dashboard Networks to Visualize Multiple Patient Histories: A Design Study on Post-operative Prostate Cancer
Bernard, J., Sessler, D., Kohlhammer, J., A. Ruddle, R.
IEEE Transactions on Visualization and Computer Graphics (TVCG), pp. 1-1, 2018
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
VIAL: a unified process for visual interactive labeling
Bernard, J., Zeppelzauer, M., Sedlmair, M., Aigner, W.
The Visual Computer (TVCJ), pp. 1189-1207, 2018
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
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
A Visual-Interactive System for Prostate Cancer Cohort Analysis
Bernard, J., Sessler, D., May, T., Schlomm, T., Pehrke, D., Kohlhammer, J.
Computer Graphics and Applications (CG&A), IEEE, pp. 44-55, 2015
VisInfo: a digital library system for time series research data based on exploratory search—a user-centered design approach
Bernard, J., Daberkow, D., Fellner, D., Fischer, K., Koepler, O., Kohlhammer, J., Runnwerth, M., Ruppert, T., Schreck, T., Sens, I.
International Journal on Digital Libraries (IJoDL), Springer, pp. 37-59, 2015

Visual-interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets
Bernard, J., Steiger, M., Widmer, S., Lücke-Tieke, H., May, T., Kohlhammer, J.
Computer Graphics Forum (CGF), pp. 291-300, 2014

Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks
Steiger, M., Bernard, J., Mittelstädt, S., Lücke-Tieke, H., A. Keim, D., May, T., Kohlhammer, J.
Computer Graphics Forum (CGF), pp. 401-410, 2014
MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
Bernard, J., Wilhelm, N., Krüger, B., May, T., Schreck, T., Kohlhammer, J.
IEEE Transactions on Visualization and Computer Graphics (TVCG), pp. 2257-2266, 2013
TimeSeriesPaths: Projection-Based Explorative Analysis of Multivariate Time Series Data
Bernard, J., Wilhelm, N., Scherer, M., May, T., Schreck, T.
Journal of WSCG, pp. 97-106, 2012
Assisted Descriptor Selection Based on Visual Comparative Data Analysis
Bremm, S., von Landesberger, T., Bernard, J., Schreck, T.
Computer Graphics Forum (CGF), pp. 891-900, 2011
A visual digital library approach for time-oriented scientific primary data
Bernard, J., Brase, J., Fellner, D., Koepler, O., Kohlhammer, J., Ruppert, T., Schreck, T., Sens, I.
International Journal of Digital Libraries (IJoDL), ECDL 2010 Special Issue, Springer, pp. 111-123, 2011
Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
Schreck, T., Bernard, J., Von Landesberger, T., Kohlhammer, J.
Information Visualization, Palgrave Macmillan, pp. 14-29, 2009

Full Papers, stringently peer-reviewed

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
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
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
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
Exploratory search in time-oriented primary data
Bernard, J.
Ausgezeichnete Informatikdissertationen 2015 (D-16), Gesellschaft für Informatik (GI), pp. 11-20, 2016
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
A survey and task-based quality assessment of static 2D colormaps
Bernard, J., Steiger, M., Mittelstädt, S., Thum, S., Keim, D., Kohlhammer, J.
Electronic Imaging, SPIE Conference on Visualization and Data Analysis, pp. 93970M-93970M-16, 2015
FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data
Wilhelm, N., Vögele, A., Zsoldos, R., Licka, T., Krüger, B., Bernard, J.
Electronic Imaging, SPIE Conference on Visualization and Data Analysis, 2015
Explorative Analysis of 2D Color Maps
Steiger, M., Bernard, J., Mittelstädt, S., Hutter, M., Keim, D., Thum, S., Kohlhammer, J.
Proceedings of WSCG (23), Eurographics Assciation, Vaclav Skala - Union Agency, pp. 151-160, 2015
Visual Access to an Agent-based Simulation Model to Support Political Decision Making
Ruppert, T., Bernard, J., Ulmer, A., Lücke-Tieke, H., Kohlhammer, J.
Conference on Knowledge Technologies and Data-driven Business, ACM, pp. 1-16, 2014
Combining Computational Models and Interactive Visualization to Support Rational Decision Making
Ruppert, T., Bernard, J., May, T., Kohlhammer, J.
Advances in Visual Computing (8887), Springer International Publishing, pp. 345-356, 2014
A Survey of Direction-preserving Layout Strategies
Steiger, M., Bernard, J., May, T., Kohlhammer, J.
Spring Conference on Computer Graphics, ACM, pp. 21-28, 2014
User-Based Visual-Interactive Similarity Definition for Mixed Data Objects-Concept and First Implementation
Bernard, J., Sessler, D., Ruppert, T., Davey, J., Kuijper, A., Kohlhammer, J.
Proceedings of WSCG (22), Eurographics Assciation, Vaclav Skala - Union Agency, pp. 329-338, 2014
Bridging Knowledge Gaps in Policy Analysis with Information Visualization
Ruppert, T., Bernard, J., Kohlhammer, J.
Conference on Electronic Government (EGOV/ePart Ongoing Research) (221), GI, pp. 92-103, 2013
Adaptive Semantic Visualization for Bibliographic Entries
Nazemi, K., Retz, R., Bernard, J., Kohlhammer, J., Fellner, D.
Advances in Visual Computing (8034), Springer Berlin Heidelberg, pp. 13-24, 2013
Visual Access to Optimization Problems in Strategic Environmental Assessment
Ruppert, T., Bernard, J., Ulmer, A., Kuijper, A., Kohlhammer, J.
Advances in Visual Computing (8034), Springer Berlin Heidelberg, pp. 361-372, 2013
Content-based layouts for exploratory metadata search in scientific research data
Bernard, J., Ruppert, T., Scherer, M., Kohlhammer, J., Schreck, T.
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries, ACM, pp. 139-148, 2012
Visual-Interactive Preprocessing of Time Series Data
Bernard, J., Ruppert, T., Goroll, O., May, T., Kohlhammer, J.
SIGRAD, Swedish Chapter of Eurographics (81), Linköping University Electronic Press, pp. 39-48, 2012
Guided Discovery of Interesting Relationships Between Time Series Clusters and Metadata Properties
Bernard, J., Ruppert, T., Scherer, M., Schreck, T., Kohlhammer, J.
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, ACM, pp. 1-22, 2012
Retrieval and Exploratory Search in Multivariate Research Data Repositories Using Regressional Features
Scherer, M., Bernard, J., Schreck, T.
ACM/IEEE Joint Conference on Digital Libraries, ACM, pp. 363-372, 2011
Multiscale visual quality assessment for cluster analysis with Self-Organizing Maps
Bernard, J., von Landesberger, T., Bremm, S., Schreck, T.
Electronic Imaging, SPIE Conference on Visualization and Data Analysis, pp. 1-78680, 2011
A Visual Digital Library Approach for Time-Oriented Research Data
Bernard, J., Brase, J., Fellner, D., Koepler, O., Kohlhammer, J., Ruppert, T., Schreck, T., Sens, I.
European Conference on Digital Libraries (6273), Springer, pp. 352-363, 2010
Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
Schreck, T., Bernard, J., Tekusova, T., Kohlhammer, J.
IEEE Symposium on Visual Analytics Science and Technology, IEEE Computer Society, pp. 3-10, 2008

Workshop Publications

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
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
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
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
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
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
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
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
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
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
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

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
Methods and a research agenda for the evaluation of event sequence visualization techniques
Ruddle, R., Bernard, J., May, T., Lücke-Tieke, H., Kohlhammer, J.
Proceedings of the IEEE VIS 2016 Workshop on Temporal \& Sequential Event Analysis., 2016
Visual-Interactive Text Analysis to Support Political Decision Making - From Sentiments to Arguments to Policies
Ruppert, T., Bernard, J., Lücke-Tieke, H., May, T., Kohlhammer, J.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association, 2015
Visual Analysis of Relations in Attributed Time-Series Data
Steiger, M., Bernard, J., Schader, P., Kohlhammer, J.
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association, 2015
A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research
Bernard, J., Sessler, D., Bannach, A., May, T., Kohlhammer, J.
IEEE VIS Workshop on Visual Analytics in Healthcare, ACM, pp. 1-8, 2015
A Visual-interactive System for Prostate Cancer Stratifications
Bernard, J., Sessler, D., May, T., Schlomm, T., Pehrke, D., Kohlhammer, J.
Proceedings of the IEEE Vis Workshop on Visualizing Electronic Health Record Data (EHRVis 2014), IEEE Computer Society, 2014
Smart Query Definition for Content-Based Search in Large Sets of Graphs
von Landesberger, T., Bremm, S., Bernard, J., Schreck, T.
International Symposium on Visual Analytics Science and Technology, Eurographics Association, pp. 7-12, 2010

Short Papers

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
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
Visual Analytics of Work Behavior Data - Insights on Individual Differences
Koldijk, S., Bernard, J., Ruppert, T., Kohlhammer, J., Neerincx, M., Kraaij, W.
Eurographics Conference on Visualization (EuroVis) - Short Papers, The Eurographics Association, 2015
Revisiting Perceptually Optimized Color Mapping for High-Dimensional Data Analysis
Mittelstädt, S., Bernard, J., Schreck, T., Steiger, M., Kohlhammer, J., Keim, D.
EuroVis - Short Papers, The Eurographics Association, 2014

Posters

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.
Genitourinary Cancers Symposium, 2016
Towards Combining Attribute-based and Time Series-based Visual Querying
Sessler, D., Spott, M., Nauck, D., Harmer, W., Kohlhammer, J., Bernard, J.
EuroVis 2016 - Posters, The Eurographics Association, 2016
Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model
Gschwandtner, T., Schuman, H., Bernard, J., May, T., Bögl, M., Miksch, S., Kohlhammer, J., Röhlig, M., Alsallakh, B.
Poster Proceedings of the Eurographics Conference on Visualization (EuroVis 2015), The Eurographics Association, 2015
Towards a User-Defined Visual-Interactive Definition of Similarity Functions for Mixed Data
Bernard, J., Sessler, D., Berisch, M., Hutter, M., Schreck, T., Kohlhammer, J.
IEEE Symposium on Visual Analytics Science and Technology (Poster Paper), 2014
Towards a Tighter Coupling of Visualization and Public Policy Making
Ruppert, T., Bernard, J., Lücke-Tieke, H., Kohlhammer, J.
Proc. IEEE Symposium on Visual Analytics Science and Technology (Poster Paper), 2014
Adopting Mental Similarity Notions of Categorical Data Objects to Algorithmic Similarity Functions
Sessler, D., Bernard, J., Kuijper, A., Kohlhammer, J.
Vision, Modelling and Visualization (VMV), 2014
Interactive Multi-Criteria Optimization of 2D Color Maps
Hutter, M., Steiger, M., Bernard, J., Zurloh, C., Kohlhammer, J.
Vision, Modelling and Visualization (VMV), 2014
Visual Exploration of Local Interest Points in Sets of Time Series
Schreck, T., Sharalieva, L., Wanner, F., Bernard, J., Ruppert, T., von Landesberger, T., Bustos, B.
Proc. IEEE Symposium on Visual Analytics Science and Technology (Poster Paper), 2012
Cluster Correspondence Views for Enhanced Analysis of SOM Displays
Bernard, J., von Landesberger, T., Bremm, S., Schreck, T.
IEEE Symposium on Visual Analytics Science and Technology, pp. 217-218, 2010
Micro-Macro Views for Visual Trajectory Cluster Analysis
Bernard, J., von Landesberger, T., Bremm, S., Schreck, T.
Eurographics/IEEE Symposium on Visualization, 2009

Data Sets (Open Access)

30 years of synoptic observations from Neumayer Station with links to datasets
Bernard, J., König-Langlo, G., Sieger, R.
PANGAEA - Data Publisher for Earth and Environmental Science, 2014

Reference list of 120 datasets from time series station Payerne used for exploratory search
Bernard, J., Wilhelm, N., Scherer, M., May, T., Schreck, T.
PANGAEA - Data Publisher for Earth and Environmental Science, 2012
Reference list of 265 sources used for the discovery of relationships between data clusters and metadata properties
Bernard, J., Ruppert, T., Scherer, M., Schreck, T., Kohlhammer, J.
PANGAEA - Data Publisher for Earth and Environmental Science, 2012
Reference list of 269 sources used for exploratory search
Bernard, J., Ruppert, T., Scherer, M., Schreck, T.
PANGAEA - Data Publisher for Earth and Environmental Science, 2012
Time-oriented earth observation measurements from the Baseline Surface Radiation Network (BSRN) in the years 1992 to 2012, reference list of 6813 datasets
Bernard, J., König-Langlo, G., Sieger, R.
PANGAEA - Data Publisher for Earth and Environmental Science, 2012
Reference list of sources used for two experimental data files dataBSRN and dataMixed
Scherer, M., Bernard, J., Schreck, T.
PANGAEA - Data Publisher for Earth and Environmental Science, 2011

Teaching

Lecture Exercise Information Visualization and Visual Analytics L2+E2 [WS 2018/19]
Practical Course Visual Computing Lab P4 [WS 2018/19]
Lecture User-Centered Design in Visual Computing V2 [SS 2018]
Practical Course Visual Computing Lab P4 [SS 2018]
Practical Course Advanced Visual Computing Lab P4 [SS 2018]
Practical Course Visual Computing Lab P4 [WS 2017/18]
Lecture User-Centered Design in Visual Computing V2 [SS 2017]
Practical Course Visual Computing Lab P4 [SS 2017]
Practical Course Advanced Visual Computing Lab P4 [SS 2017]
Lecture Exercise Information Visualization and Visual Analytics L2+E2 [WS 2016/17]
Practical Course Visual Computing Lab P4 [WS 2016/17]
Practical Course Visual Computing Lab P4 [SS 2016]
Seminar Visual Analytics: Interactive Visualization of very large amounts of data S2 [SS 2016]
Practical Course Visual Computing P4 [WS 2015/16]
Practical Course Programmierung eines graphischen Systems P4 [SS 2015]
Practical Course Fortgeschrittene Programmierung eines Graphischen Systems P4 [WS 2014/15]
Seminar Visual Analytics: Interaktive Visualisierung sehr großer Datenmengen S2 [SS 2014]
Practical Course Fortgeschrittene Programmierung eines Graphischen Systems P4 [WS 2013/14]
Practical Course Fortgeschrittene Programmierung eines Graphischen Systems P4 [SS 2013]
Seminar Visual Analytics: Interaktive Visualisierung sehr großer Datenmengen S2 [SS 2012]
Practical Course Fortgeschrittene Programmierung eines Graphischen Systems P4 [SS 2012]
Lecture Exercise Information Visualization and Visual Analytics V4 [WS 2011/12]
Seminar Visualisierung und interaktive Analyse naturwissenschaftlicher Daten S2 [WS 2011/12]
Practical Course Fortgeschrittene Programmierung eines Graphischen Systems P4 [WS 2011/12]
Seminar Visual Analytics: Interaktive Visualisierung sehr großer Datenmengen S2 [SS 2011]
Practical Course Fortgeschrittene Programmierung eines graphischen Systems P4 [SS 2011]
Seminar Visual Analytics: Interaktive Visualisierung sehr großer Datenmengen S2 [WS 2010/11]
Practical Course Programmierung eines graphischen Systems P4 [WS 2010/11]

Publication Gallery

[Impressum]