Institute for Technologies and Management of Digital Transformation

Publikationen des TMDT



2019
Haßler, M., Burgdorf, A., Pomp, A., Kohlschein, C., Busing, C., & Jonas, S. (2019). "A Holistic System for Pre-clinical Diagnosis of Sleep Disorders in the Home Environment" in 2019 IEEE International Conference on E-health Networking, Application & Services (HealthCom) , IEEE 1—4.
Meyes, R., Donauer, J., Schmeing, A., & Meisen, T. (2019). "A Recurrent Neural Network Architecture for Failure Prediction in Deep Drawing Sensory Time Series Data" , Procedia Manufacturing , 34 , 789—797.
Meyes, R., Lu, M., Waubert-de-Puiseau, C., & Meisen, T. (2019). "Ablation Studies in Artificial Neural Networks" , arXiv arXiv:1901.08644 .
Meyes, R., Lu, M., Waubert-de-Puiseau, C., & Meisen, T. (2019). "Ablation Studies to Uncover Structure of Learned Representations in Artificial Neural Networks" , Proceedings of the 2019 International Conference on Artificial Intelligence (ICAI) .
Meyes, R., Tercan, H., & Meisen, T. (2019). "Artificial Intelligence in Automotive Production" , Mobility in a Globalised World 2018 , 22 , 308—324.
Baer, S., Bakakeu, J., Meyes, R., & Meisen, T. (2019). "Multi-Agent Reinforcement Learning for Job Shop Scheduling in Flexible Manufacturing Systems" in 2019 Second IEEE International Conference on Artificial Intelligence for Industries , Los Alamitos, CA : IEEE-Computer-Society 22—25.

ISBN: 978-1-7281-4087-2

Hopmann, C., Jeschke, S., Meisen, T., Thiele, T., Tercan, H., Liebenberg, M., Heinisch, J., & Theunissen, M. (2019). "Combined learning processes for injection moulding based on simulation and experimental data" in Proceedings of the 33rd International Conference of the Polymer Processing Society – Conference Papers , AIP Publishing
Kohlschein, C., Werner, C. J., & Meisen, T. (2019). "Der Informationsmanagementzyklus im Gesundheitswesen" , Gesundheit digital , 67—82.
Pomp, A., Poth, L., Kraus, V., & Meisen, T. (2019). "Enhancing Knowledge Graphs with Data Representatives" in Proceedings of the 21st International Conference on Enterprise Information Systems , SCITEPRESS - Science and Technology Publications 49—60.

ISBN: 978-989-758-372-8

Jungnickel, R., Pomp, A., Kirmse, A., LI, X., Samsonov, V., & Meisen, T. (2019). "Evaluation and Comparison of Cross-lingual Text Processing Pipelines" in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) . 417—425.
Horn, G., Klanten, C., Mamonova, S., Schönefeld, K., Simons, L., Seidel, L., & Uelpenich, J. (2019). "Forecasting Aachen 2030 -- Urbane Produktion in der Zukunftsstadt" , MIA Expertisen .
Horn, G., Klanten, C., Mamonova, S., Schönefeld, K., Simons, L., Seidel, L., & Uelpenich, J. (2019). "Forecasting Aachen 2030 – Urbane Produktion in der Zukunftsstadt" , MIA Expertisen .
Kirmse, A., Kraus, V., Langer, T., Pomp, A., & Meisen, T. (2019). "How To RAMI 4.0: Towards An Agent-based Information Management Architecture" in 2019 International Conference on High Performance Computing Simulation (HPCS) . 961—968.
Hansen, M., Pomp, A., Erki, K., & Meisen, T. (2019). "Data-Driven Recognition and Extraction of PDF Document Elements" , Technologies , 7 (3), 65.
2018
Wang, Y., Tercan, H., Hermanns, T., Thiele, T., Meisen, T., Jeschke, S., & Schulz, W. (2018). "Sparse Data Enrichment by Context Oriented Model Reduction Techniques in Manufacturing Industry with an Example Laser Drilling Process" , Journal of ICT Standardization , 203—216.

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