Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type | 
| 2025 | 
Reinforcement Learning for Segmented Manufacturing 
Paul, Nathalie; Kister, Alexander; Schnellhardt, Thorben; Fetz, Maximilian Elias; Hecker, Dirk; Wirtz, Tim | 
Konferenzbeitrag Conference Paper
 | 
| 2024 | 
Topic modelling for spatial insights: Uncovering space use from movement data 
Andriyenko, Gennadiy; Andriyenko, Nathaliya; Hecker, Dirk | 
Zeitschriftenaufsatz Journal Article
 | 
| 2024 | 
Artificial Intelligence. What Is Behind the Technology of the Future? 
Paass, Gerhard; Hecker, Dirk | 
Buch Book
 | 
| 2024 | 
Developing trustworthy AI applications with foundation models 
Mock, Michael; Schmidt, Sebastian; Müller, Felix Benjamin; Görge, Rebekka; Schmitz, Anna; Haedecke, Elena Gina; Voß, Angelika; Hecker, Dirk; Poretschkin, Maximilian | 
Paper
 | 
| 2024 | 
Kreativität der generativen KI 
Paass, Gerhard; Hecker, Dirk | 
Aufsatz in Buch Book Article
 | 
| 2024 | 
Vertrauenswürdige KI-Anwendungen mit Foundation-Modellen entwickeln 
Mock, Michael; Schmidt, Sebastian; Müller, Felix Benjamin; Görge, Rebekka; Schmitz, Anna; Haedecke, Elena Gina; Voß, Angelika; Hecker, Dirk; Poretschkin, Maximilian | 
Paper
 | 
| 2023 | 
Guideline for Designing Trustworthy Artificial Intelligence 
Poretschkin, Maximilian; Schmitz, Anna; Akila, Maram; Adilova, Linara; Becker, Daniel; Cremers, Armin B.; Hecker, Dirk; Houben, Sebastian; Mock, Michael; Rosenzweig, Julia; Sicking, Joachim; Schulz, Elena; Voß, Angelika; Wrobel, Stefan | 
Bericht Report
 | 
| 2023 | 
Big Data 2.0 - mit synthetischen Daten KI-Systeme stärken 
Hecker, Dirk; Voß, Angelika; Paass, Gerhard; Wirtz, Tim | 
Zeitschriftenaufsatz Journal Article
 | 
| 2023 | 
KI-Engineering in der Produktion 
Frey, Christian; Goßmann, Ann-Kathrin; Hasterok, Constanze; Hertweck, Philipp; Kühnert, Christian; Pfrommer, Julius; Usländer, Thomas; Ernis, Gunar; Hecker, Dirk; Poretschkin, Maximilian; Schulz, Daniel; Wegener, Dennis; Wirtz, Tim; Zimmermann, Alexander | 
Paper
 | 
| 2023 | 
Reinforcement Learning for Segmented Manufacturing 
Paul, Nathalie; Kister, Alexander; Schnellhardt, Thorben; Fetz, Maximilian Elias; Hecker, Dirk; Wirtz, Tim | 
Vortrag Presentation
 | 
| 2023 | 
Extracting Movement-based Topics for Analysis of Space Use 
Andriyenko, Gennadiy; Andriyenko, Nathaliya; Hecker, Dirk | 
Konferenzbeitrag Conference Paper
 | 
| 2022 | 
The why and how of trustworthy AI 
Schmitz, Anna; Akila, Maram; Hecker, Dirk; Poretschkin, Maximilian; Wrobel, Stefan | 
Zeitschriftenaufsatz Journal Article
 | 
| 2022 | 
Data Ecosystems: A New Dimension of Value Creation Using AI and Machine Learning 
Hecker, Dirk; Voß, Angelika; Wrobel, Stefan | 
Aufsatz in Buch Book Article
 | 
| 2022 | 
Sprachversteher 
Hecker, Dirk; Paass, Gerhard | 
Zeitschriftenaufsatz Journal Article
 | 
| 2022 | 
Supporting Visual Exploration of Iterative Job Scheduling 
Andrienko, Gennady; Andrienko, Natalia; Garcia, Jose Manuel Cordero; Hecker, Dirk; Vouros, George A. | 
Zeitschriftenaufsatz Journal Article
 | 
| 2021 | 
Vom Textgenerator zum digitalen Experten 
Paaß, Gerhard; Hecker, Dirk | 
Zeitschriftenaufsatz Journal Article
 | 
| 2021 | 
Moderne Sprachtechnologien 
Temath, Christian; Hecker, Dirk; Jovy-Klein, Florian; Lange, Mirco; Paass, Gerhard; Voß, Angelika; Walter, Oliver; Giesselbach, Sven; Köhler, Joachim; Lehmann, Jens | 
Studie Study
 | 
| 2021 | 
Leitfaden zur Gestaltung vertrauenswürdiger Künstlicher Intelligenz (KI-Prüfkatalog) 
Poretschkin, Maximilian; Schmitz, Anna; Akila, Maram; Adilova, Linara; Becker, Daniel; Cremers, Armin B.; Hecker, Dirk; Houben, Sebastian; Mock, Michael; Rosenzweig, Julia; Sicking, Joachim; Schulz, Elena; Voß, Angelika; Wrobel, Stefan | 
Bericht Report
 | 
| 2021 | 
Constructing Spaces and Times for Tactical Analysis in Football 
Andrienko, Gennady; Andrienko, Natalia; Anzer, Gabriel; Bauer, Pascal; Budziak, Guido; Fuchs, Georg; Hecker, Dirk; Weber, Hendrik; Wrobel, Stefan | 
Zeitschriftenaufsatz Journal Article
 | 
| 2021 | 
tanh Neurons are Bayesian Decision Makers 
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk | 
Konferenzbeitrag Conference Paper
 | 
| 2020 | 
Künstliche Intelligenz 
Paaß, Gerhard; Hecker, Dirk | 
Buch Book
 | 
| 2020 | 
Method and device for determining deformation of an object 
Baumann, Daniel; Möller, Ronja; Vonolfen, Wolfgang; Hecker, Dirk; Bauckhage, Christian | 
Patent
 | 
| 2020 | 
Deutsche Normungsroadmap Künstliche Intelligenz 
Adler, R.; Kolomiichuk, Sergii; Hecker, Dirk; Lämmel, Philipp; Ma, Jackie; Marko, Angelina; Mock, Michael; Nagel, Tobias; Poretschkin, Maximilian; Rennoch, Axel; Röhler, Marcus; Ruf, Miriam; Schönhof, Raoul; Schneider, Martin A.; Tcholtchev, Nikolay; Ziehn, Jens; Böttinger, Konstantin; Jedlitschka, Andreas; Oala, Luis; Sperl, Philip; Wenzel, Markus; et al. | 
Studie Study
 | 
| 2020 | 
Quantum Machine Learning. Eine Analyse zu Kompetenz, Forschung und Anwendung 
Bauckhage, Christian; Brito, Eduardo; Daase, Inga; Franken, Lukas; Georgiev, Bogdan; Hecker, Dirk; Paschke, Adrian; Piatkowski, Nico; Soddemann, Thomas; Trabold, Daniel | 
Studie Study
 | 
| 2019 | 
Trustworthy Use of Artificial Intelligence 
Cremers, Armin B.; Englander, Alex; Gabriel, Markus; Hecker, Dirk; Mock, Michael; Poretschkin, Maximilian; Rosenzweig, Julia; Rostalski, Frauke; Sicking, Joachim; Volmer, Julia; Voosholz, Jan; Voß, Angelika; Wrobel, Stefan | 
Paper
 | 
| 2019 | 
A QUBO Formulation of the k-Medoids Problem 
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan | 
Konferenzbeitrag Conference Paper
 | 
| 2019 | 
Vertrauenswürdiger Einsatz von Künstlicher Intelligenz 
Cremers, Armin B.; Englander, Alex; Gabriel, Markus; Hecker, Dirk; Mock, Michael; Poretschkin, Maximilian; Rosenzweig, Julia; Rostalski, Frauke; Sicking, Joachim; Volmer, Julia; Voosholz, Jan; Voß, Angelika; Wrobel, Stefan | 
Bericht Report
 | 
| 2019 | 
Informed Machine Learning for Industry 
Bauckhage, Christian; Schulz, Daniel; Hecker, Dirk | 
Zeitschriftenaufsatz Journal Article
 | 
| 2019 | 
Max-Sum Dispersion via Quantum Annealing 
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan | 
Konferenzbeitrag Conference Paper
 | 
| 2019 | 
Fraunhofer Big Data and Artificial Intelligence Alliance 
Wrobel, Stefan; Hecker, Dirk | 
Aufsatz in Buch Book Article
 | 
| 2018 | 
Fraunhofer-Allianz Big Data 
Wrobel, Stefan; Hecker, Dirk | 
Aufsatz in Buch Book Article
 | 
| 2018 | 
Gefragte Profis Data Science für Ingenieure 
Hecker, Dirk | 
Zeitschriftenaufsatz Journal Article
 | 
| 2018 | 
Big Data in der Industrie - Vorsprung durch Wissen 
Koch, Daniel Jeffrey; Hecker, Dirk | 
Aufsatz in Buch Book Article
 | 
| 2018 | 
Edge Computing aus Sicht der Künstlichen Intelligenz 
Hecker, Dirk; Mock, Michael; Sicking, Joachim; Voß, Angelika; Wirtz, Tim | 
Zeitschriftenaufsatz Journal Article
 | 
| 2017 | 
Zukunftsmarkt Künstliche Intelligenz. Potenziale und Anwendungen 
Hecker, Dirk; Döbel, Inga; Petersen, Ulrike; Rauschert, André; Schmitz, Velina; Voß, Angelika | 
Studie Study
 | 
| 2017 | 
Künstliche Intelligenz und die Potenziale des maschinellen Lernens für die Industrie 
Hecker, Dirk; Döbel, Inga; Rüping, Stefan; Schmitz, Velina; Voß, Angelika | 
Zeitschriftenaufsatz Journal Article
 | 
| 2016 | 
Big-Data-Geschäftsmodelle - die drei Seiten der Medaille 
Hecker, Dirk; Koch, Daniel Jeffrey; Heydecke, Jörg; Werkmeister, Christoph | 
Zeitschriftenaufsatz Journal Article
 | 
| 2015 | 
Detecting Mobility Patterns with Stationary Bluetooth Sensors: A real-world Case Study 
Müller, Marc; Schulz, Daniel; Mock, Michael; Hecker, Dirk | 
Konferenzbeitrag nicht im Tagungsband Conference Paper not in Proceedings
 | 
| 2015 | 
Constructing semantic interpretation of routine and anomalous mobility behaviors from big data 
Fuchs, Georg; Stange, Hendrik; Hecker, Dirk; Andrienko, Natalia; Andrienko, Gennady | 
Zeitschriftenaufsatz Journal Article
 | 
| 2014 | 
Skalierbarkeit und Architektur von Big-Data-Anwendungen 
Mock, Michael; Sylla, Karl-Heinz; Hecker, Dirk | 
Zeitschriftenaufsatz Journal Article
 | 
| 2013 | 
Mobilitätsforschung zur Reichweitenbestimmung in der Deutschen und Schweizer Außenwerbung - Neue Wege mit GPS 
Hecker, Dirk | 
Dissertation Doctoral Thesis
 | 
| 2013 | 
Using Bluetooth to track mobility patterns: Depicting its potential based on various case studies 
Ellersiek, Timothy; Andrienko, Gennady; Andrienko, Natalia; Hecker, Dirk; Stange, Hendrik; Müller, Marc | 
Konferenzbeitrag Conference Paper
 | 
| 2012 | 
Visual analytics for understanding spatial situations from episodic movement data 
Andrienko, Natalia; Andrienko, Gennady; Stange, Hendrik; Liebig, Thomas; Hecker, Dirk | 
Zeitschriftenaufsatz Journal Article
 | 
| 2012 | 
Analyse von raumzeitlichen Bewegungsmustern auf Basis von Bluetooth-Sensoren 
Ellersiek, Timothy; Liebig, Thomas; Hecker, Dirk; Kopp, Christine | 
Konferenzbeitrag Conference Paper
 | 
| 2012 | 
Analyzing temporal usage patterns of street segments based on GPS data - a case study in Switzerland 
Schreinemacher, Jutta; Körner, Christine; Hecker, Dirk; Bareth, Georg | 
Konferenzbeitrag Conference Paper
 | 
| 2011 | 
Robustness analyses for repeated mobility surveys in outdoor advertising 
Hecker, Dirk; Körner, Christine; May, Michael | 
Konferenzbeitrag Conference Paper
 | 
| 2011 | 
Challenges and advantages of using GPS data in outdoor advertisement 
Hecker, Dirk; Körner, Christine; May, Michael | 
Konferenzbeitrag Conference Paper
 | 
| 2011 | 
Modeling micro-movement variability in mobility studies 
Hecker, Dirk; Körner, Christine; Stange, Hendrik; Schulz, Daniel; May, Michael | 
Konferenzbeitrag Conference Paper
 | 
| 2011 | 
Analytical workflow of monitoring human mobility in big event settings using bluetooth 
Stange, Hendrik; Liebig, Thomas; Hecker, Dirk; Andrienko, Gennady; Andrienko, Natalia | 
Konferenzbeitrag Conference Paper
 | 
| 2010 | 
Visit potential: A common vocabulary for the analysis of entity-location interactions in mobility applications 
Körner, Christine; Hecker, Dirk; May, Michael; Wrobel, Stefan | 
Konferenzbeitrag Conference Paper
 | 
| 2010 | 
Räumlich differenzierte Reichweiten für die Außenwerbung 
Hecker, Dirk; Körner, Christine; May, Michael | 
Konferenzbeitrag Conference Paper
 | 
| 2010 | 
Sample bias due to missing data in mobility surveys 
Hecker, Dirk; Stange, Hendrik; Körner, Christine; May, Michael | 
Konferenzbeitrag Conference Paper
 | 
| 2010 | 
A sensitivity analysis for the selection of business critical geodata in Swiss outdoor advertisement 
Hecker, Dirk; Körner, Christine; Streich, Hermann; Hofmann, Urs | 
Konferenzbeitrag Conference Paper
 | 
| 2010 | 
Spatial data mining in practice 
Körner, Christine; Hecker, Dirk; Krause-Traudes, Maike; May, Michael; Scheider, Simon; Schulz, Daniel; Stange, Hendrik; Wrobel, Stefan | 
Aufsatz in Buch Book Article
 | 
| 2010 | 
A general pedestrian movement model for the evaluation of mixed indoor-outdoor poster campaigns 
Liebig, Thomas; Stange, Hendrik; Hecker, Dirk; May, Michael; Körner, Christine; Hofmann, Urs | 
Konferenzbeitrag Conference Paper
 | 
| 2009 | 
Modelling missing values for audience measurement in outdoor advertising using GPS data 
May, Michael; Körner, Christine; Hecker, Dirk; Pasquier, M.; Hofmann, Urs; Mende, F. | 
Konferenzbeitrag Conference Paper
 | 
| 2009 | 
Handling missing values in GPS surveys using survival analysis 
May, Michael; Körner, Christine; Hecker, Dirk; Pasquier, M.; Hofmann, Urs; Mende, F. | 
Konferenzbeitrag Conference Paper
 | 
| 2008 | 
Pedestrian flow prediction in extensive road networks using biased observational data 
Scheider, Simon; May, Michael; Rösler, Roberto; Schulz, Daniel; Hecker, Dirk | 
Konferenzbeitrag Conference Paper
 | 
| 2008 | 
A vector-geometry based spatial kNN-algorithm for traffic frequency predictions 
May, Michael; Hecker, Dirk; Körner, Christine; Scheider, Simon; Schulz, Daniel | 
Konferenzbeitrag Conference Paper
 | 
| 2008 | 
Parallelization of R-programs with GridR in a GPS-trajectory mining application 
Wegener, Dennis; Hecker, Dirk; Körner, Christine; May, Michael; Mock, Michael | 
Vortrag Presentation
 |