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News and Publications

Here you will find our latest press releases and a list of publications from institute members.


Press Releases


  • Neugebauer, M. (2024). Lightweight Learning Analytics Dashboard for Analyzing the Impact of Feedback & Design on Learning in Mathematical E-Learning. In: Proceedings of the 17th Workshop Mathematik in ingenieurwissenschaftlichen Studiengängen. Pages 44-49. PDF, BibTex
  • Reinarz, J., Hey, S. & Schilberg, D. (2024). Robotisierte Erdbeerernte in einer vertical Farm. In: Jahresmagazin Automation und Robotik 2024. ISSN 2940-2999.
  • Arockiadoss, A. S., Novah, R. A. N., Sajal, K. S., Pratap, S. S., Premachandra, C. & Schilberg, D. (2024). Optimization of Monocoque Drone Frame Using Generative Design. In: 2024 International Conference on Image Processing and Robotics (ICIPRoB), pages 1-6, Colombo, Sri Lanka. DOI, PDF, BibTex
  • Asatyran, H., Tousside, B., Mohr, J., Neugebauer, M., Bijl, H., Spiegelberg, P., Frohn-Schauf, C. & Frochte, J. (2024). Exploring Student Expectations and Confidence in Learning Analytics. In: Proceedings of the 14th Learning Analytics and Knowledge Conference (LAK 2024), pages 892-892, 18-22 May, Kyoto, Japan. DOI, PDF, BibTex
  • Tousside, B., Frochte, J. & Meisen, T. (2024). CNNs Sparsification and Expansion for Continual Learning. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence (ICAART 2024), vol. 2, pages 110-120. 24-26 February, Rome, Italy. DOI, PDF, BibTex
  • Neugebauer, M., Erlebach, R., Kaufmann, C., Mohr, J. & Frochte, J. (2024). Efficient Learning Processes by Design: Analysis of Usage Patterns in Differently Designed Digital Self-Learning Environments. In: Proceedings of the 16th International Conference on Computer Supported Education (CSEDU 2024), vol. 2. 2-4 May, Angers, France. DOI, PDF, BibTex
  • Elstner, T., Hanle, B., Loebe, F., Fröbe, M., Kolyada, N., Mohr, J., Frochte, J., Hofmann, S., Stein, B. & Potthast, M. (2024). Classification of Shared Tasks Used in Teaching. In: 29th ACM conference on Innovation and Technology in Computer Science Education (ITiCSE 2024). 8-10 July, Milan, Italy. DOI, PDF

  • Bußmann, T. & Schilberg, D. (2023). Motion Control of a Robot by Means of Q-Learning Using the Example of Locomotion. In: Proceedings of the ASME 2023 International Mechanical Engineering Congress and Exposition. Volume 3: Advanced Manufacturing. New Orleans, Louisiana, USA. October 29–November 2, 2023. V003T03A063. ASME. DOI, PDF, BibTex
  • Brodtmann, N. & Schilberg, D.  (2023). Kinematics of Serial Robotics - Algorithms for simplified calculation of Direct & Inverse Kinematics in a Consistent Coordinate Reference system. In: Tareq Ahram and Waldemar Karwowski (eds) Emerging Technologies and Future of Work. AHFE (2023) International Conference. AHFE Open Access, vol 117. AHFE International, USA. DOI, PDF, BibTex
  • Schilberg, D. & Letzel, A. (2023). Adapting a 3D Printer as a Robot for Testing Electronic Control Units in Automotive Context. In: Tareq Ahram and Waldemar Karwowski (eds) Emerging Technologies and Future of Work. AHFE (2023) International Conference. AHFE Open Access, vol 117. AHFE International, USA. DOI, PDF, BibTex
  • Mohr, J. & Frochte, J. (2023). One-Shot Identification with Different Neural Network Approaches. In: Studies in Computational Intelligence Springer book series (SCI,volume 1119). pp 205–222. DOI, PDF, BibTex
  • Neugebauer, M. & Frochte, J. (2023). Steigerung von Lernerfolg und Motivation durch gamifizierte Mathematik-Aufgaben in Lernmanagementsystemen. In: 21. Fachtagung Bildungstechnologien (DELFI). S. 247-248. DOI, PDF,BibTex
  • Arockia Doss, A. S., Jeyabalan, A., Borah, P. R., Lingampally, P. K. & Schilberg, D. (2023). Advancements in Agricultural Automation: A Comprehensive Review of Artificial Intelligence and Humanoid Robotics in Farming. In: International Journal of Humanoid Robotics. DOI, PDF, BibTex
  • Mohr, J., Tousside, B., Schmidt, M., Frochte, J. (2023). Multiple Additive Neural Networks: A Novel Approach to Continuous Learning in Regression and Classification. In: 15th International Conference on Neural Computation Theory and Applications. DOI
  • Elstner, T., Loebe, F., Ajjour, Y., Akiki, C., Bondarenko, A., Fröbe, M., Gienapp, L., Kolyada, N., Mohr, J., Sandfuchs, S., Wiegmann, M., Frochte, J., Ferro, N., Hofmann, S., Stein, B., Hagen, M., & Potthast, M. (2023). Shared Tasks as Tutorials: A Methodical Approach. In: Proceedings of the AAAI Conference on Artificial Intelligence, Bd. 37 (13), 15807-15815. DOI, PDF, BibTex
  • Arockia Doss, A. S., Kalyan Lingampally, P., Nguyen G. M. T. & Schilberg, D. (2023). A comprehensive review of wearable assistive robotic devices used for head and neck rehabilitation. In: Results in Engineering, Bd. 19. DOI, PDF, BibTex
  • Thakur, A., Arockia Doss, A.S. & Schilberg, D. (2023). Design and Analysis of Morphed Wings. In: Recent Advances in Mechanical Engineering. Springer Nature Singapore. S. 295-302. ISBN: 978-981-99-2349-6. PDF, BibTex

  • Neugebauer, M., Tousside, B. & Frochte, J. (2023). Success Factors for Mathematical e-Learning Exercises Focusing First-Year Students. In: Proceedings of the 15th International Conference on Computer Supported Education (CSEDU 2023), Bd. 2. SciTePress. S. 306-317. ISBN 978-989-758-641-5. DOIPDF, BibTex
  • Asatryan, H., Gottschalk H., Lippert, M. & Rottmann, M. (2023). A Convenient Infinite Dimensional Framework for Generative Adversarial Learning. In: Electronic Journal of Statistics, Bd. 17, S. 391-428. DOI, PDF, BibTex
  • Merchiers, A. & Krehlhaus, L. (2023). Warum sich Industrie 4.0-Projekte häufig lange ziehen. In: VDI-Z, Bd. 165, Nr. 04/2023, Düsseldorf. BibTex
  • Arockia Doss, A.S., Schilberg, D. & Sasaki, M. (2023). A comparative study on structural analysis of 3-PRS Tri-Glide, 3-PRR and 3-PRS Tripod parallel kinematic machines for angular drilling applications. In: Materials Today: Proceedings. DOI, PDF, BibTex
  • Knollenborg, L. & Sommer, S. (2023). Diverging Beliefs on Climate Change and Climate Policy: The Role of Political Orientation. In: Environmental and Resource Economics, Bd. 84, No. 4. S. 1031-1049. DOI, PDF, BibTex
  • Arockia Doss, A.S., Schilberg, D., Sasaki, M. & Sivaramakrishnan, R. (2023). Experimental investigations and error analysis on 3-PRS parallel kinematic machine. In: Handbook of Smart Materials, Technologies, and Devices: Applications of Industry 4.0. DOI, PDF, BibTex

  • Tousside, B., Dama, Y. & Frochte, J. (2022). Towards Explainability in Modern Educational Data Mining: A Survey. In: Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. S. 212-220. DOI, PDF, BibTex
  • Tousside, B., Mohr, J., & Frochte, J. (2022). Group and Exclusive Sparse Regularization-based Continual Learning of CNNs. In: Proceedings of the Canadian Conference on Artificial Intelligence. DOIPDF, BibTex
  • Faller, C. & Schwoll, A. (2022). Decentralized safety architecture for cyberphysical production systems. In: Proceedings of AALE 2022. Leipzig. ISBN: 978-3-910103-00-9. DOI, PDF, BibTex
  • Faller, C., et. al. (2022). Event-based Communication for decentralized Automation Systems. In: Proceedings of the 12th Conference on Learning Factories (CLF 2022). DOI, PDF, BibTex
  • Quetscher, F., Kaufmann, C. & Frochte, J. (2022). Investigation of Capsule Networks Regarding their Potential of Explainability and Image Rankings. In: Ana Paula Rocha, Luc Steels und H. Jaap van den Herik (Hg.): Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 3, Online Streaming, February 3-5, 2022: ScitePress, S. 343–351. DOI, PDFBibTex
  • Sandfuchs, S., Schmidt, M. & Frochte, J. (2022). Novel Approaches for Periodic Depth Enhancement in Visual SLAM. In: Andreas Müller und Mathias Brandstötter (Hg.): Advances in Service and Industrial Robotics. Cham: Springer International Publishing, S. 436–443. DOI, PDF, BibTex
  • Tousside, B., Friedrichsen, L. & Frochte, J. (2022). Towards Robust Continual Learning using an Enhanced Tree-CNN. In: Ana Paula Rocha, Luc Steels und H. Jaap van den Herik (Hg.): Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 3, Online Streaming, February 3-5, 2022. DOI, PDFBibTex
  • Trotter, E. F. L., Fernandes, A. C. M., Fibæk, S. C. & Keßler, C. (2022). Machine learning for automatic detection of historic stone walls using LiDAR data. In: International Journal of Remote Sensing. DOI, PDF, BibTex
  • Andor, M. A., Lange, A. &; Sommer, S. (2022). Fairness and the Support of redistributive environmental policies. In: Journal of Environmental Economics and Management, S. 102-682. DOI, PDF, BibTex
  • Frondel, M., Kaeding, M. & Sommer, S. (2022). Market premia for renewables in Germany: The effect on electricity prices. In: Energy Economics 109, S. 105-874. DOI, PDF, BibTex
  • Sommer, S., Mattauch, Li. &; Pahle, M. (2022). Supporting carbon taxes: The role of fairness. In: Ecological Economics 195, S. 107-359. DOI, PDF, BibTex
  • Rath, M., Ray, H., van Treek, M., Meeder, A., (2022). Untersuchung verschiedener Lastprognoseverfahren für die prognosebasierten Steuerung dezentraler Energieanlagen. In: Proceedings of BauSim Conference 2022: 9th Conference of IBPSA-Germany and Austria. ISBN: 978-3-00-073975-0. PDF, BibTex
  • Sporleder M., Rath M., Ragwitz M. (2022). Design optimization of district heating systems: A review. Frontiers in Energy Research (10). DOI, PDF, BibTex
  • Rath, M. et al. (2022). DIN SPEC 91397:2022-03 - Leitfaden für die Implementierung von digitalen Systemen des Quartiersmanagements. DOI, PDF, BibTex
  • Kollmar, S., Zinn, P., Blunck, H. & Merchiers, A. (2022). Evidenzbasiertes Vorgehen mit Maschine Learning spart Zeit und Kosten – Referenzprogramme mit ML generieren. In: VDI-Z, Bd. 164, Nr. 09/2022, Düsseldorf. BibTex
  • Wegner, P, Zinn, P., Blunck, H.Merchiers, A. (2022). Reduzierung von Einlaufverlusten im Extrusionsprozess - Effizient mithilfe von Echtzeit-Analysen. In: Kunststoffe, Nr. 9/2022, München. BibTex
  • Merchiers, A. et al. (2022). Produktionsprogramme optimieren - Was hilft bei immer kürzeren (Investitions-) Planungszyklen? In: vdi-z online, 03.08.2022. BibTex
  • Schilberg, D. et. al. (2022). Robots in Popular Sciences Compared with their Real Capabilities. In: Tareq Ahram and Waldemar Karwowski (eds) Human Factors in Robots, Drones and Unmanned Systems. AHFE (2022) International Conference. AHFE Open Access, vol 57. AHFE International, USA. DOI, PDF, BibTex

  • Büscher, A., Schilberg, D. & Wiegert, L. (2022). The Use of Low-Code During a Skill Shortage. In: ASME International Mechanical Engineering Congress and Exposition, vol 86649. DOI, PDF, BibTex

  • Ajaye Balaji, V., Ajay, G., Arockia Doss, A. S. & Schilberg, D. (2022). Analysis of Robotic Arm for Friction Stir Welding Application. In: Recent Advances in Materials Technologies: Select Proceedings of ICEMT 2021. Springer, S. 371-386. DOI, PDF, BibTex

  • Gowtham, V. K., Sidharth, B. S., Schilberg, D. & Arockia Doss, A. S. (2022). Optimization of a Robotic Arm Using Generative Design. In: Recent Advances in Materials Technologies: Select Proceedings of ICEMT 2021. Springer, S. 347-369. DOI, PDF, BibTex

  • Wytzik-Arens, A. et. al. (2022). Modernization Courses in Field of Geoinformatics Based on Business -- Academia Cooperation. In: Advanced Technologies, Systems, and Applications VII. Springer, Cham. S. 625-638. DOI, PDF, BibTex

  • Wytzik-Arens, A., Danowski-Buren, C., Guth, M. & Schonlau, M. (2022). KomMonitor – effiziente Entscheidungsunterstützung kommunaler raumbezogener Planungsfragen. In: ZFV - Zeitschrift für Geodesie, Geoinformation und Landmanagement. DOI, PDF, BibTex

  • Sommer, S. et. al. (2022). Beyond good faith: Why evidence-based policy is necessary to decarbonize buildings cost-effectively in Germany. In: Energy Policy, Vol 169. S. 113-191. DOI, PDF, BibTex

  • Trotta, G., Hansen, A. R. & Sommer, S. (2022). The price elasticity of residential district heating demand: New evidence from a dynamic panel approach. In: Energy Economics, Vol 112. S. 106-163. DOI, PDF, BibTex

  • Keßler, C. et. al. (2022). Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosting RegressionTrees. In: AGILE: GISciences Series, Vol. 3. S. 5. DOI, PDF, BibTex

  • Keßler, C. & Andrakakou, M. (2022). Investigating configurational and active centralities: The example of metropolitan Copenhagen. In: Environment and Planning B: Urban Analytics and City Science, Vol. 49, No. 7. S. 1949-1966. DOI, PDF, BibTex

  • Fibæk, C. S., Keßler, C., Arsanjani, J. J. & Trillo, M. L. (2022). A deep learning method for creating globally applicable population estimates from sentinel data. In: Transactions in GIS, Vol. 26, No. 8. S. 3147-3175. DOI, PDF, BibTex

  • Keßler, C. et. al. (2022). Showcase of Active Learning and Teaching Practices in Spatial Data Infrastructure (SDI) Education. In: AGILE: GIScience Series, Vol. 3. S. 18. DOI, PDF, BibTex

  • Marcotullio, P. J., Keßler, C. & Fekete, B. M. (2022). Global urban exposure projections to extreme heatwaves.In: Frontiers in Built Environment, Vol. 8. DOI, PDF, BibTex

  • Sonar, K., Sai, S., Reddy, S., Schilberg, D. & Arockia Doss, A. (2021). Design of Low-Cost Soft Ankle Exoskeleton Using Soft Actuators. In: Handbook of Smart Materials, Technologies, and Devices: Applications of Industry 4.0. DOI, PDF, BibTex

  • Kollmar, S., Merchiers, A. & Blunck, H. (2021)Business Intelligence in KMU – Realisierung in einer heterogenen IT-Systemlandschaf. In Georesources 3|2021 (S. 64-70). PDF
  • Merchiers, A. et. al. (2021). Datengetriebene Leistungserfassung bei Bergbaumaschinen zur Efzienzsteigerung. In Georesources 1|2021 (S.41-53). PDF (deutsch), PDF (englisch)

  • Oestermann, F. & Mudersbach, C., (2021). Langjährige Trends der Niedrigwasserkennwerte in Deutschland. Hydrologie und Wasserbewirtschaftung. DOI, PDF, BibTex

  • Simon, F., Oestermann, F., Netzel, F. & Mudersbach, C., (2021). Unsicherheitsbetrachtung von Durchflussmessungen und deren Auswirkungen auf Hoch- und Niedrigwasserkennwerte. Wasserwirtschaft. DOI, PDF, BibTex

  • Sai Abhishek, D. & Schilberg, D. & Arockia Doss, A. S. (2021). Obstacle Avoidance Algorithms: A Review. In IOP Conf. Series: Materials Science and Engineering 1012 (2021) 012052. DOIPDF, BibTex

  • Brodtmann, N. L & Schilberg, D. (2021). New findings on the calculation of the catenary. In: Advances in Human Factors in Software and Systems Engineering, 12th International Conference on Applied Human Factors and Ergonomics (AHFE 2021) and the Affiliated Conferences. DOIPDF, BibTex

  • Oestermann, F. & Mudersbach, C. (2021). Einfluss von Talsperren auf Niedrigwassertrends am Beispiel des Einzugsgebietes der Ruhr. In: KW - Korrespondenz Wasserwirtschaft 14 (10), S. 646–652. PDF, BibTex

  • Faller, C. & Schimanski, M. (2021). Virtual Expansion of a Physical Production Facility for Flexible Learning and Training Environments. In: Proceedings of the Conference on Learning Factories (CLF). DOI, PDF, BibTex

  • Faller, C., (2021). Demand Response Model for optimized use of Renewable Energies in Production. In: Proceedings of 2nd German-West African Conference on Sustainable, Renewable Energy Systems SusRES. DOI, PDF, BibTex

  • Mohr, J.Tousside B., Schmidt, M. & Frochte, J. (Hg.) (2021a). Explainability and Continuous Learning with Capsule Networks. In Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2021) - Volume 1: KDIR, pages 264-273 ISBN: 978-989-758-533-3; ISSN: 2184-3228; INSTICC: ScitePress. DOI, PDFBibTex

  • Mohr, J., Breidenbach, F. & Frochte, J. (2021). An Approach to One-shot Identification with Neural Networks. In: Thomas Bäck, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Juan Julián Merelo und Kevin Warwick (Hg.): Proceedings of the 13th International Joint Conference on Computational Intelligence, IJCCI 2021, Online Streaming, October 25-27, 2021: ScitePress, S. 344–351. DOI, PDFBibTex

  • Fibæk, C. S., Keßler, C. & Jamal Jokar Arsanjani. (2021). A multi-sensor approach for characterising human-made structures by estimating area, volume and population based on sentinel data and deep learning. In: International Journal of Applied Earth Observation and Geoinformation, Volume 105. DOI, PDF, BibTex

  • Fibæk, C. S., Laufer, H., Keßler, C. & Arsanjani, J. J. (2021). Geodata-driven approaches to financial inclusion – Addressing the challenge of proximity. In: International Journal of Applied Earth Observation and Geoinformation, Volume 99. DOI, PDF, BibTex

  • Frondel, M., Marggraf, C., Sommer, S. & Vance, C. (2021a). Reducing vehicle cold start emissions through carbon pricing: Evidence from Germany. In: Environmental Research Letters16 (3), S. 34041. DOI, PDF, BibTex

  • Frondel, M., Niehues, D. A. & Sommer, S. (2021b). Wasserverbrauch privater Haushalte in Deutschland: Eine empirische Mikroanalyse. In: Zeitschrift für Wirtschaftspolitik 70 (3), S. 230–254. DOI, PDF, BibTex

  • Frondel, M., Sommer, S. & Tomberg, L. (2021c). WTA-WTP disparity: The role of perceived realism of the valuation setting. In: Land Economics97 (1), S. 196–206. DOI, PDF, BibTex

  • Klick, L., Kussel, G. & Sommer, S. (2021). Green-söp: the Socio-Ecological Panel survey: 2012‐2016. In: Jahrbücher für Nationalökonomie und Statistik 241 (3), S. 405–414. DOI, PDF, BibTex

  • Matejko, L. & Sommer, S. (2021). The Social Sustainability Barometer 2017‐2019: Survey Data on the Energiewende. In: Jahrbücher für Nationalökonomie und Statistik. DOI, PDF, BibTex

  • Sommer, S. & Vance, C. (2021). Do more chargers mean more electric cars? In: Environmental Research Letters16 (6), S. 64092. DOI, PDF, BibTex

  • Arockia Doss, A.S. & Schilberg, D. (eds.) (2021). International Conference on Robotics, Intelligent Automation and Control Technologies (RIACT 2020) 2-3 October 2020, Chennai, India. In IOP Conf. Series: Materials Science and Engineering 1012.
  • Ananthakrishnan A., Moeller, J. & Schilberg, D. (2020). The Analysis of the Influence of Suspension Parameters in Reducing Motion Sickness in Vehicles. In: The 21st International Conference on Research and Education in Mechatronics (REM 2020) on December 9-11, 2020. IEEE Danvers, MA; USA, ISBN: 978‐1‐7281‐6224‐9 IEEE Catalog Number: CFP2045X‐ART; DOI, PDFBibTex
  • Frochte, J. & Marsland, S. (2020). Regression learning on patches. In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1786–1793. DOIPDFBibTex
  • Knauer, H.; Dederichs-Koch, A. & Schilberg, D. (2020). Developing a Reinforcement Learning Agent for the Game of Checkers. In: Advances in Human Factors in Training, Education and Learning Sciences. Springer Nature Switzerland AG, 2020, pp. 164-169. DOI, PDFBibTex
  • Mudersbach, C., (2020). Beeinflussung der Hochwasserstatistik durch Hochwasserrückhaltebecken. KW - Korrespondenz Wasserwirtschaft 13 (11), 627–634. DOI, PDF, BibTex
  • Mudersbach, C., (2020). Methoden zur Ermittlung des Gesamtzuflusses bei Talsperren: Grundsätze und Fallbeispiel. Wasserwirtschaft (7-8), 32-39. DOI, PDF, BibTex
  • Netzel, F., Simon, F., Hartung, A., Bours, H. & Mudersbach, C. (2020). Auswertung und weiterführende Untersuchung von ADCP-Messungen. Wasserwirtschaft (7-8), 12–19. BibTex
  • Frochte, J.Lemmen, M. & Schmidt, M. (2020). Concerning the Integration of Machine Learning Content in Mechatronics Curricula. In: Revolutionizing Education in the Age of AI and Machine Learning: IGI Global, S. 75–96. DOI, PDF, BibTex
  • Tousside, B., Mohr, J., Schmidt, M. & Frochte, J. (2020). A Learning Approach for Optimizing Robot Behavior Selection Algorithm. In: Chan, C. S., Liu, H., Zhu, X., Lim, C. H., Liu, X., Liu, L. & Goh, K. M. (Hg.): Intelligent Robotics and Applications - 13th International Conference, ICIRA 2020, Kuala Lumpur, Malaysia, November 5-7, 2020, Proceedings, Bd. 12595: Springer (Lecture Notes in Computer Science), S. 171–183. DOI, PDF, BibTex
  • McKenzie, G., Janowicz, K. & Keßler, C. (2020). Uncovering spatiotemporal biases in place-based social sensing. In: AGILE GIScience Series, 1–14. DOI, PDF, BibTex
  • Raghestani, N. & Keßler, C. (2020). Route Optimisation for Winter Maintenance. In: Kyriakidis, P., Hadjimitsis, D., Skarlatos, D., Mansourian, A. (eds) Geospatial Technologies for Local and Regional Development. AGILE 2019. Lecture Notes in Geoinformation and Cartography. Springer, Cham. DOI, PDF, BibTex
  • Andor, M. A., Gerster, A. & Sommer, S. (2020). Consumer inattention, heuristic thinking and the role of energy labels. In: The Energy Journal41. DOI, PDF, BibTex
  • Rath, M. et al. (2020). DIN SPEC 91410-1:2020-07 - Energieflexibilität - Teil 1: Flexibilitätsbereitstellung für die Engpassbewirtschaftung von Stromnetzen - Anforderungen an die freiwillige Teilnahme von Anbietern an einer FlexibilitätsplattformDOI, PDF, BibTex

  • Stinder, A. K. L., Frische, A. M. & Schilberg, D. (2019). Projektstudie zum Thema der Integration von künstlicher Intelligenz im Bereich der Pflege mit dem Schwerpunkt der Akzeptanzforschung. In: Frühjahrskongress der Gesellschaft für Arbeitswissenschaft e.V. (GFA). Dresden, 28.02.2019.
  • Börzel, S. & Frochte, J. (2019). Case Study on Model-based Application of Machine Learning using Small CAD Databases for Cost Estimation. Proceedings of the11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management,1, 258–265. DOIPDFBibTex
  • Dinges, M.; Schilberg, D. & Ciethier, S. (2019). Development of a Navigation Algorithm for Optimal Path Planning for Autonomous Electric Vehicles. In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), ISBN: 978-1-7281-4003-2, ©2019 IEEE, pp. 3740-3747. DOI, PDFBibTex
  • Frochte, J., Lemmen, M. & Schmidt, M. (2019). Concerning the Integration of Machine Learning Content in Mechatronics Curricula. In M. K. Habib (Hrsg.), Revolutionizing Education in the Age of AI and Machine Learning (S. 75–96). IGI Global. DOIPDFBibTex
  • Frochte, J. & Marsland, S. (2019). A Learning Approach for Ill-Posed Optimisation Problems. In T. D. Le, K.-L. Ong, Y. Zhao, W. H. Jin, S. Wong, L. Liu &G. Williams (Hrsg.), Data Mining(S. 16–27). Springer Singapore. DOI, PDFBibTex
  • Kelm, T., Krüger, M., Pfister, A., Klein, U., Netzel, F. & Mudersbach, C. (2019). Berechnung und Anwendung des Weather Extremity Index am Beispiel des östlichen Emschergebiets. Korrespondenz Wasserwirtschaft 12 (4), 230–236. DOI, PDFBibTex
  • Mohamed Fazil, M. S., Arockia Doss, A. S. & Schilberg, D. (2019). Stereo Vision Based Robot for Remote Monitoring with VR Support. In: International Journal of Engineering and Advanced Technology (IJEAT); ISSN: 2249 – 8958, Volume-9 Issue-1S3, December 2019. DOIPDF, BibTex
  • Schmitz, S. & Schilberg, D. (2019). Interactive HMI for Qualification and Programming in Process Automation EduBrain 4.0. In: Human Interface and the Management of Information - Visual Information and Knowledge Management; Lecture Notes in Computer Science ISBN 978-3-030-22659-6. Springer Nature Switzerland AG, 2019, pp. 343-351. DOI, PDFBibTex
  • Stinder, A. K. L., Frische, A. M. & Schilberg, D. (2019). How can robotics be integrated into the field of care and acceptance by the population for the use of artificial intelligence be strengthened?” In: Advances in Human Factors in Training, Education and Learning Sciences. Springer Nature Switzerland AG, 2019, pp. 85-94. DOI, PDFBibTex
  • Strassmann, T., Wurm, A. L. & Schilberg, D. (2019). Development of a Concept for the Use of Humanoid Robot System: the Example of a Logistic Support Process at the Mercedes-Benz Plant Duesseldorf. In: Human Systems Engineering and Design II; Advances in Intelligent Systems and Computing ISBN 978-3-030-27927-1. Springer Nature Switzerland AG, 2019, pp. 840-847. BibTex
  • Simon, F., Netzel, F. & Mudersbach, C. (2019). Ein Vorschlag für einen vereinfachten Berechnungsansatz der Messunsicherheit. In: Wasserwirtschaft(7-8). PDF, BibTex
  • Faller, C., et. al. (2019). Control-System-Algorithm implemented with NodeRed and OPC-UA. In : Proceedings of 14th International Conference of Accomplishments in Mechanical and Industrial Engineering. ISBN 978-99938-39-84-2.

  • Faller, C., et. al. (2019). Cloud-based automation architecture for competitive manufacturing systems. In: Proceedings of International Conference on competitive Manufacturing. P. 515 ff. ISBN 978-0-7972-1779-9.

  • McKenzie, G., Keßler, C. & Andris, C. (2019). Geospatial privacy and security. The National Center for Geographic Information and Analysis (NCGIA)DOI, PDF, BibTex

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