Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
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 |
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 |
Big Data 2.0 - mit synthetischen Daten KI-Systeme stärken
Hecker, Dirk; Voß, Angelika; Paass, Gerhard; Wirtz, Tim |
Zeitschriftenaufsatz Journal Article
|
2023 |
Extracting Movement-based Topics for Analysis of Space Use
Andriyenko, Gennadiy; Andriyenko, Nathaliya; Hecker, Dirk |
Konferenzbeitrag Conference Paper
|
2023 |
Reinforcement Learning for Segmented Manufacturing
Paul, Nathalie; Kister, Alexander; Schnellhardt, Thorben; Fetz, Maximilian Elias; Hecker, Dirk; Wirtz, Tim |
Vortrag Presentation
|
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 |
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 |
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 |
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 |
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 |
Method and device for determining deformation of an object
Baumann, Daniel; Möller, Ronja; Vonolfen, Wolfgang; Hecker, Dirk; Bauckhage, Christian |
Patent
|
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 |
Informed Machine Learning for Industry
Bauckhage, Christian; Schulz, Daniel; Hecker, Dirk |
Zeitschriftenaufsatz Journal Article
|
2019 |
Fraunhofer Big Data and Artificial Intelligence Alliance
Wrobel, Stefan; Hecker, Dirk |
Aufsatz in Buch Book Article
|
2019 |
Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; 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 |
A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan |
Konferenzbeitrag Conference Paper
|
2018 |
Big Data in der Industrie - Vorsprung durch Wissen
Koch, Daniel Jeffrey; Hecker, Dirk |
Aufsatz in Buch Book Article
|
2018 |
Gefragte Profis Data Science für Ingenieure
Hecker, Dirk |
Zeitschriftenaufsatz Journal Article
|
2018 |
Fraunhofer-Allianz Big Data
Wrobel, Stefan; 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 |
Künstliche Intelligenz und die Potenziale des maschinellen Lernens für die Industrie
Hecker, Dirk; Döbel, Inga; Rüping, Stefan; Schmitz, Velina; Voß, Angelika |
Zeitschriftenaufsatz Journal Article
|
2017 |
Zukunftsmarkt Künstliche Intelligenz. Potenziale und Anwendungen
Hecker, Dirk; Döbel, Inga; Petersen, Ulrike; Rauschert, André; Schmitz, Velina; Voß, Angelika |
Studie Study
|
2016 |
Big-Data-Geschäftsmodelle - die drei Seiten der Medaille
Hecker, Dirk; Koch, Daniel Jeffrey; Heydecke, Jörg; Werkmeister, Christoph |
Zeitschriftenaufsatz Journal Article
|
2016 |
Marktübersicht In-Memory-Systeme
Jacobs, Björn; Sylla, Karl-Heinz; Wohlfrom, Andreas; Kötter, Falko |
Studie Study
|
2015 |
Detecting Mobility Patterns with Stationary Bluetooth Sensors: A real-world Case Study
Müller, Marc; Schulz, Daniel; Mock, Michael; Hecker, Dirk |
Konferenzbeitrag Conference Paper
|
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 |
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
|
2012 |
Analyse von raumzeitlichen Bewegungsmustern auf Basis von Bluetooth-Sensoren
Ellersiek, Timothy; Liebig, Thomas; Hecker, Dirk; Kopp, Christine |
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
|
2011 |
Challenges and advantages of using GPS data in outdoor advertisement
Hecker, Dirk; Körner, Christine; May, Michael |
Konferenzbeitrag Conference Paper
|
2011 |
Robustness analyses for repeated mobility surveys in outdoor advertising
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 |
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
|
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 |
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
|
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
|
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
|
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 |
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 |
Parallelization of R-programs with GridR in a GPS-trajectory mining application
Wegener, Dennis; Hecker, Dirk; Körner, Christine; May, Michael; Mock, Michael |
Vortrag Presentation
|