TMDT Publications
- 2021
- Tercan, H., Bitter, C., Bodnar, T., Meisen, P., & Meisen, T. (2021). "Evaluating a Session-based Recommender System using Prod2vec in a Commercial Application" in Proceedings of the 23rd International Conference on Enterprise Information Systems , Filipe, Joaquim and Śmiałek, Michał and Brodsky, Alexander and Hammoudi, Slimane, Eds. Setúbal, Portugal : SciTePress - Science and and Technology Publications 610—617.
ISBN: 978-989-758-509-8
- Ekeris, T., Meyes, R., & Meisen, T. (2021). "Discovering Heuristics And Metaheuristics For Job Shop Scheduling From Scratch Via Deep Reinforcement Learning" in Proceedings of the 2nd Conference on Production Systems and Logistics (CPSL~2021) .
- 2020
- Bär, S., Turner, D. C., Mohanty, P. K., Samsonov, V., Bakekeu, J. R., & Meisen, T. (2020). "Multi Agent Deep Q-Network Approach for Online Job Shop Scheduling in Flexible Manufacturing" in Proceedings of the 7th International Conference on Industrial Engineering and Applications (ICIEA) .
- Bellgardt, M., Scheiderer, C., & Kuhlen, T. W. (2020). "An Immersive Node-Link Visualization of Artificial Neural Networks for Machine Learning Experts" in 2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) , IEEE 33—36.
ISBN: 978-1-7281-7463-1
- Burgdorf, A., Pomp, A., & Meisen, T. (2020). "Towards NLP-supported Semantic Data Management" , arXiv preprint arXiv:2005.06916 .
- Gannouni, A., Samsonov, V., Behery, M., Meisen, T., & Lakemeyer, G. (2020). "Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste" in IEEE International Conference on Systems, Man, and Cybernetics (SMC) .
- Hees, F., Horn, G., & Schönefeld, K. (2020). "Integration von Produktion in den urbanen Raum" in Nachhaltige Stadt , München : ALTOP Verlags- und Vertriebsgesellschaft für umweltfreundliche Produkte mbH .
ISBN: 3925646728
- Horn, G., & Schönefeld, K. (2020). "AI for Future Mobility: What Amount of Willingness to Change Does a Society Need?" in Proceedings of the 9th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS , SciTePress - Science and and Technology Publications 38—43.
ISBN: 978-989-758-418-3
- Meisen, T., Pomp, A., & Hoffmann, M. (2020). "Industrial Big Data: Modernes Informationsmanagement in der Produktion" in Big Data: Anwendung und Nutzungspotenziale in der Produktion // Big Data , Steven, Marion and Klünder, Timo, Eds. Stuttgart : Verlag W. Kohlhammer .
ISBN: 3170364766
- Pomp, A., Kraus, V., Poth, L., & Meisen, T. (2020). "Semantic Concept Recommendation for Continuously Evolving Knowledge Graphs" in Enterprise Information Systems , Filipe, Joaquim and Śmiałek, Michał and Brodsky, Alexander and Hammoudi, Slimane and Śmiałek, Michał, Eds. Cham : Springer International Publishing and Imprint Springer , 361—385.
ISBN: 978-3-030-40783-4
- Meyes, R., Schneider, M., & Meisen, T. (2020). "How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents" .
- Meyes, R., Puiseau, C., Posada-Moreno, A. F., & Meisen, T. (2020). "Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations" .
- Otte, T., Gannouni, A., & Meisen, T. (2020). "The future of urban freight transport: A data-driven consolidation approach to accompany cities on their path to zero redundancy in freight movement" in 27th ITS World Congress via 1st Virtual ITS European Congress .
- Pomp, A. (2020). Bottom-up Knowledge Graph-based Data Management (1. Auflage). Düren : Shaker.
ISBN: 9783844075311
- Pomp, A., Kraus, V., Poth, L., & Meisen, T. (2020). "Semantic Concept Recommendation for Continuously Evolving Knowledge Graphs" in Enterprise Information Systems , Filipe, Joaquim and Smialek, Michal and Brodsky, Alexander and Hammoudi, Slimane, Eds. Cham : Springer International Publishing AG 361—385.
ISBN: 978-3-030-40783-4