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Dirk Hecker

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2020 – today

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2024
[j9]
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Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker:
Topic modelling for spatial insights: Uncovering space use from movement data. Comput. Graph. 122: 103989 (2024)
[i3]
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  - journals/corr/abs-2405-04937
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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 abs/2405.04937 (2024)
2023
[j8]
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Dirk Hecker, Angi Voss, Gerhard Paaß, Tim Wirtz:
Big Data 2.0 - mit synthetischen Daten KI-Systeme stärken. Wirtschaftsinformatik Manag. 15(2): 161-167 (2023)
[c15]
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Gennady L. Andrienko, Natalia V. Andrienko, Dirk Hecker:
Extracting Movement-based Topics for Analysis of Space Use. EuroVA@EuroVis 2023: 19-24
[i2]
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  - journals/corr/abs-2307-03681
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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 abs/2307.03681 (2023)
2022
[j7]
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Anna Schmitz, Maram Akila, Dirk Hecker, Maximilian Poretschkin, Stefan Wrobel:
The why and how of trustworthy AI. Autom. 70(9): 793-804 (2022)
[j6]
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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): 74-86 (2022)
[p2]
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Dirk Hecker, Angelika Voss, Stefan Wrobel:
Data Ecosystems: A New Dimension of Value Creation Using AI and Machine Learning. Designing Data Spaces 2022: 211-224
2021
[j5]
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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): 2280-2297 (2021)
2020
[c14]
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  - conf/intellisys/BauckhageSH20
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Christian Bauckhage, Rafet Sifa, Dirk Hecker:
tanh Neurons Are Bayesian Decision Makers. IntelliSys (3) 2020: 703-707

2010 – 2019

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2019
[c13]
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Christian Bauckhage, Nico Piatkowski, Rafet Sifa, Dirk Hecker, Stefan Wrobel:
A QUBO Formulation of the k-Medoids Problem. LWDA 2019: 54-63
[c12]
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Christian Bauckhage, Rafet Sifa, Dirk Hecker, Stefan Wrobel:
Max-Sum Dispersion via Quantum Annealing. LWDA 2019: 64-68
[i1]
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Christian Bauckhage, Daniel Schulz, Dirk Hecker:
Informed Machine Learning for Industry. ERCIM News 2019(116) (2019)
2017
[j4]
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  - journals/wm/HeckerDRS17
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Dirk Hecker, Inga Döbel, Stefan Rüping, Velina Schmitz:
Künstliche Intelligenz und die Potenziale des maschinellen Lernens für die Industrie. Wirtschaftsinformatik Manag. 9(5): 26-35 (2017)
2016
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Dirk Hecker, Daniel Jeffrey Koch, Joerg Heydecke, Christoph Werkmeister:
Big-Data-Geschäftsmodelle - die drei Seiten der Medaille. Wirtschaftsinformatik Manag. 8(6): 20-30 (2016)
2015
[j2]
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  - journals/sigspatial/FuchsSHAA15
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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): 27-34 (2015)
2013
[c11]
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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: 1-7
2012
[j1]
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  - journals/ki/AndrienkoASLH12
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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): 241-251 (2012)
2011
[c10]
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  - conf/agile/HeckerKSSM11
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Dirk Hecker, Christine Körner, Hendrik Stange, Daniel Schulz, Michael May:
Modeling Micro-Movement Variability in Mobility Studies. AGILE Conf. 2011: 121-140
[c9]
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Dirk Hecker, Christine Körner, Michael May:
Challenges and Advantages of using GPS Data in Outdoor Advertisement. Geoinformatik 2011: 257-260
[c8]
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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: 51-58
[c7]
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Dirk Hecker, Christine Körner, Michael May:
Robustness analyses for repeated mobility surveys in outdoor advertising. ICSDM 2011: 148-153
2010
[c6]
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  - conf/agile/KornerHMW10
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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: 79-95
[c5]
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Dirk Hecker, Hendrik Stange, Christine Körner, Michael May:
Sample Bias due to Missing Data in Mobility Surveys. ICDM Workshops 2010: 241-248
[p1]
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Christine Körner, Dirk Hecker, Maike Krause-Traudes, Michael May, Simon Scheider, Daniel Schulz, Hendrik Stange, Stefan Wrobel:
Spatial Data Mining in Practice: Principles and Case Studies. Data Mining for Business Applications 2010: 164-178

2000 – 2009

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2009
[c4]
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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: 3993-4006
[c3]
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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: 78-84
2008
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Michael May, Simon Scheider, Roberto Rösler, Daniel Schulz, Dirk Hecker:
Pedestrian flow prediction in extensive road networks using biased observational data. GIS 2008: 67
[c1]
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Michael May, Dirk Hecker, Christine Körner, Simon Scheider, Daniel Schulz:
A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency Predictions. ICDM Workshops 2008: 442-447

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