Dirk Hecker

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 14

Top Topics

Semantic Interpretation

Application Of Machine Learning Methods

Visual Exploration

Top Venues

Wirtschaftsinformatik Manag.

IEEE Computer Graphics and Applications

Publications

Michael Mock, Sebastian Schmidt, Felix Müller, Rebekka Görge, Anna Schmitz, Elena Haedecke, Angelika Voss, Dirk Hecker, Maximilian Poretschkin
Developing trustworthy AI applications with foundation models. CoRR (2024)
Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker
Topic modelling for spatial insights: Uncovering space use from movement data. Comput. Graph. 122 (2024)
Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker
Extracting Movement-based Topics for Analysis of Space Use. EuroVA@EuroVis (2023)
Maximilian Poretschkin, Anna Schmitz, Maram Akila, Linara Adilova, Daniel Becker, Armin B. Cremers, Dirk Hecker, Sebastian Houben, Michael Mock, Julia Rosenzweig, Joachim Sicking, Elena Schulz, Angelika Voss, Stefan Wrobel
Guideline for Trustworthy Artificial Intelligence - AI Assessment Catalog. CoRR (2023)
Dirk Hecker, Angi Voss, Gerhard Paaß, Tim Wirtz
Big Data 2.0 - mit synthetischen Daten KI-Systeme stärken. Wirtschaftsinformatik Manag. 15 (2) (2023)
Gennady L. Andrienko, Natalia V. Andrienko, Jose Manuel Cordero Garcia, Dirk Hecker, George A. Vouros
Supporting Visual Exploration of Iterative Job Scheduling. IEEE Computer Graphics and Applications 42 (3) (2022)
Anna Schmitz, Maram Akila, Dirk Hecker, Maximilian Poretschkin, Stefan Wrobel
The why and how of trustworthy AI. Autom. 70 (9) (2022)
Gennady L. Andrienko, Natalia V. Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, Stefan Wrobel
Constructing Spaces and Times for Tactical Analysis in Football. IEEE Trans. Vis. Comput. Graph. 27 (4) (2021)
Christian Bauckhage, Rafet Sifa, Dirk Hecker
tanh Neurons Are Bayesian Decision Makers. IntelliSys (3) (2020)
Christian Bauckhage, Nico Piatkowski, Rafet Sifa, Dirk Hecker, Stefan Wrobel
A QUBO Formulation of the k-Medoids Problem. LWDA (2019)
Christian Bauckhage, Daniel Schulz, Dirk Hecker
Informed Machine Learning for Industry. ERCIM News 2019 (116) (2019)
Christian Bauckhage, Rafet Sifa, Dirk Hecker, Stefan Wrobel
Max-Sum Dispersion via Quantum Annealing. LWDA (2019)
Dirk Hecker, Inga Döbel, Stefan Rüping, Velina Schmitz
Künstliche Intelligenz und die Potenziale des maschinellen Lernens für die Industrie. Wirtschaftsinformatik Manag. 9 (5) (2017)
Dirk Hecker, Daniel Jeffrey Koch, Joerg Heydecke, Christoph Werkmeister
Big-Data-Geschäftsmodelle - die drei Seiten der Medaille. Wirtschaftsinformatik Manag. 8 (6) (2016)
Georg Fuchs, Hendrik Stange, Dirk Hecker, Natalia V. Andrienko, Gennady L. Andrienko
Constructing semantic interpretation of routine and anomalous mobility behaviors from big data. ACM SIGSPATIAL Special 7 (1) (2015)
Timothy Ellersiek, Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker, Hendrik Stange, Marc Mueller
Using Bluetooth to track mobility patterns: depicting its potential based on various case studies. ISA (2013)
Natalia V. Andrienko, Gennady L. Andrienko, Hendrik Stange, Thomas Liebig, Dirk Hecker
Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. Künstliche Intell. 26 (3) (2012)
Dirk Hecker, Christine Körner, Michael May
Challenges and Advantages of using GPS Data in Outdoor Advertisement. Geoinformatik (2011)
Dirk Hecker, Christine Körner, Michael May
Robustness analyses for repeated mobility surveys in outdoor advertising. ICSDM (2011)
Hendrik Stange, Thomas Liebig, Dirk Hecker, Gennady L. Andrienko, Natalia V. Andrienko
Analytical workflow of monitoring human mobility in big event settings using Bluetooth. ISA (2011)
Dirk Hecker, Christine Körner, Hendrik Stange, Daniel Schulz, Michael May
Modeling Micro-Movement Variability in Mobility Studies. AGILE Conf. (2011)
Dirk Hecker, Hendrik Stange, Christine Körner, Michael May
Sample Bias due to Missing Data in Mobility Surveys. ICDM Workshops (2010)
Christine Körner, Dirk Hecker, Michael May, Stefan Wrobel
Visit Potential: A Common Vocabulary for the Analysis of Entity-Location Interactions in Mobility Applications. AGILE Conf. (2010)
Michael May, Christine Körner, Dirk Hecker, Martial Pasquier, Urs Hofmann, Felix Mende
Handling missing values in GPS surveys using survival analysis: a GPS case study of outdoor advertising. KDD Workshop on Data Mining and Audience Intelligence for Advertising (2009)
Michael May, Christine Körner, Dirk Hecker, Martial Pasquier, Urs Hofmann, Felix Mende
Modelling Missing Values for Audience Measurement in Outdoor Advertising Using GPS Data. GI Jahrestagung (2009)
Michael May, Dirk Hecker, Christine Körner, Simon Scheider, Daniel Schulz
A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency Predictions. ICDM Workshops (2008)
Michael May, Simon Scheider, Roberto Rösler, Daniel Schulz, Dirk Hecker
Pedestrian flow prediction in extensive road networks using biased observational data. GIS (2008)