% % This file was created by the TYPO3 extension % bib % --- Timezone: CET % Creation date: 2021-11-27 % Creation time: 12-08-08 % --- Number of references % 164 % @Article { Tercan.2021, title = {Continual learning of neural networks for quality prediction in production using memory aware synapses and weight transfer}, journal = {Journal of Intelligent Manufacturing}, year = {2021}, keywords = {research-industrial-deep-learning}, ISSN = {0956-5515}, DOI = {10.1007/s10845-021-01793-0}, author = {Tercan, Hasan and Deibert, Philipp and Meisen, Tobias} } @Article { Steiniger.2021c, title = {A study on modern deep learning detection algorithms for automatic target recognition in sidescan sonar images}, journal = {Proceedings of Meetings on Acoustics}, year = {2021}, number = {44}, author = {Steiniger, Yannik and Groen, Johannes and Stoppe, Jannis and Kraus, Dieter and Meisen, Tobias} } @Article { Steiniger.2021b, title = {Erzeugung von synthetischen Seitensichtsonar-Bildern mittels Generative Adversarial Networks}, journal = {Hydrographische Nachrichten}, year = {2021}, number = {119}, pages = {30--34}, keywords = {research-industrial-deep-learning}, ISSN = {1866-9204}, DOI = {10.23784/HN119-04}, author = {Steiniger, Yannik and Stoppe, Jannis and Kraus, Dieter and Meisen, Tobias} } @Article { Steiniger.2021, title = {Generating Synthetic Sidescan Sonar Snippets Using Transfer-Learning in Generative Adversarial Networks}, journal = {Journal of Marine Science and Engineering}, year = {2021}, volume = {9}, number = {3}, pages = {239}, DOI = {10.3390/jmse9030239}, author = {Steiniger, Yannik and Kraus, Dieter and Meisen, Tobias} } @Article { Langer.2021, title = {System Design to Utilize Domain Expertise for Visual Exploratory Data Analysis}, journal = {Information}, year = {2021}, volume = {12}, number = {4}, pages = {140}, keywords = {research-interpretable-learning}, DOI = {10.3390/info12040140}, author = {Langer, Tristan and Meisen, Tobias} } @Incollection { vanEkeris.2021, title = {Discovering Heuristics And Metaheuristics For Job Shop Scheduling From Scratch Via Deep Reinforcement Learning}, year = {2021}, booktitle = {Proceedings of the 2nd Conference on Production Systems and Logistics (CPSL\verb=~=2021)}, DOI = {10.15488/11231}, author = {{van Ekeris}, Tilo and Meyes, Richard and Meisen, Tobias} } @Incollection { Scheiderer.2021, title = {Effects of Domain Randomization on Simulation-to-Reality Transfer of Reinforcement Learning Policies for Industrial Robots}, year = {2021}, pages = {157--169}, keywords = {research-industrial-deep-learning}, editor = {Arabnia, Hamid R. and Ferens, Ken and de {La Fuente}, David and Kozerenko, Elena B. and {Olivas Varela}, Jos{\'e} Angel and Tinetti, Fernando G.}, publisher = {{Springer International Publishing} and {Imprint Springer}}, address = {Cham}, series = {Springer eBook Collection}, booktitle = {Advances in Artificial Intelligence and Applied Cognitive Computing}, ISBN = {978-3-030-70295-3}, DOI = {10.1007/978-3-030-70296-0_13}, author = {Scheiderer, Christian and Dorndorf, Nik and Meisen, Tobias} } @Incollection { Kummert.2021, title = {Synergiepotenziale von Virtual City Twins im Bereich automatisiertes Fahren -- Beschleunigung der technischen Entwicklung und {\"U}berwindung von Akzeptanzbarrieren}, year = {2021}, volume = {119}, pages = {113--133}, editor = {Proff, Heike}, publisher = {{Springer Fachmedien Wiesbaden}}, address = {Wiesbaden}, booktitle = {Making Connected Mobility Work}, ISBN = {978-3-658-32265-6}, DOI = {10.1007/978-3-658-32266-3_6}, author = {Kummert, Anton and Meisen, Tobias and Krause, Michael and Michalik, David and Kohl, Per} } @Inproceedings { Tercan.2021b, title = {Evaluating a Session-based Recommender System using Prod2vec in a Commercial Application}, year = {2021}, pages = {610--617}, keywords = {research-industrial-deep-learning}, publisher = {{SCITEPRESS - Science and Technology Publications}}, booktitle = {Proceedings of the 23rd International Conference on Enterprise Information Systems}, ISBN = {978-989-758-509-8}, DOI = {10.5220/0010400706100617}, author = {Tercan, Hasan and Bitter, Christian and Bodnar, Todd and Meisen, Philipp and Meisen, Tobias} } @Inproceedings { Samsonov.2021, title = {Manufacturing Control in Job Shop Environments with Reinforcement Learning}, year = {2021}, pages = {589--597}, publisher = {{SCITEPRESS - Science and Technology Publications}}, booktitle = {Proceedings of the 13th International Conference on Agents and Artificial Intelligence}, ISBN = {978-989-758-484-8}, DOI = {10.5220/0010202405890597}, author = {Samsonov, Vladimir and Kemmerling, Marco and Paegert, Maren and L{\"u}tticke, Daniel and Sauermann, Frederick and G{\"u}tzlaff, Andreas and Schuh, G{\"u}nther and Meisen, Tobias} } @Inproceedings { Pol.2021, title = {Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints}, year = {2021}, pages = {515--526}, publisher = {{SCITEPRESS - Science and Technology Publications}}, booktitle = {Proceedings of the 23rd International Conference on Enterprise Information Systems}, ISBN = {978-989-758-509-8}, DOI = {10.5220/0010455805150526}, author = {Pol, Sebastian and Baer, Schirin and Turner, Danielle and Samsonov, Vladimir and Meisen, Tobias} } @Inproceedings { Paulus.2021b, title = {PLASMA: Platform for Auxiliary Semantic Modeling Approaches}, year = {2021}, pages = {403--412}, keywords = {research-semantic-systems}, publisher = {{SCITEPRESS - Science and Technology Publications}}, booktitle = {Proceedings of the 23rd International Conference on Enterprise Information Systems}, ISBN = {978-989-758-509-8}, DOI = {10.5220/0010499604030412}, author = {Paulus, Alexander and Burgdorf, Andreas and Puleikis, Lars and Langer, Tristan and Pomp, Andr{\'e} and Meisen, Tobias} } @Inproceedings { Paulus.2021, title = {Recent Advances and Future Challenges of Semantic Modeling}, year = {2021}, pages = {70--75}, keywords = {kgbdm;research-semantic-systems}, publisher = {IEEE}, booktitle = {2021 IEEE 15th International Conference on Semantic Computing (ICSC)}, ISBN = {978-1-7281-8899-7}, DOI = {10.1109/ICSC50631.2021.00016}, author = {Paulus, Alexander and Burgdorf, Andreas and Pomp, Andr{\'e} and Meisen, Tobias} } @Inproceedings { Maack.72120217232021, title = {Fault Detection in Railway Switches using Deformable Convolutional Neural Networks}, year = {2021}, pages = {1--6}, keywords = {research-industrial-deep-learning}, publisher = {IEEE}, booktitle = {2021 IEEE 19th International Conference on Industrial Informatics (INDIN)}, ISBN = {978-1-7281-4395-8}, DOI = {10.1109/INDIN45523.2021.9557554}, author = {Maack, Robert F. and Tercan, Hasan and Solvay, Alexia F. and Mieth, Maximilian and Meisen, Tobias} } @Inproceedings { Langer.2021b, title = {Visual Analytics for Industrial Sensor Data Analysis}, year = {2021}, pages = {584--593}, keywords = {research-interpretable-learning}, publisher = {{SCITEPRESS - Science and Technology Publications}}, booktitle = {Proceedings of the 23rd International Conference on Enterprise Information Systems}, ISBN = {978-989-758-509-8}, DOI = {10.5220/0010399705840593}, author = {Langer, Tristan and Meisen, Tobias} } @Inproceedings { Bitter.92020219222021, title = {When to Message: Investigating User Response Prediction with Machine Learning for Advertisement Emails}, year = {2021}, pages = {25--29}, keywords = {research-industrial-deep-learning}, publisher = {IEEE}, booktitle = {2021 4th International Conference on Artificial Intelligence for Industries (AI4I)}, ISBN = {978-1-6654-3410-2}, DOI = {10.1109/AI4I51902.2021.00014}, author = {Bitter, Christian and Tercan, Hasan and Meisen, Tobias and Bodnar, Todd and Meisen, Philipp} } @Inproceedings { Bohme.2021, title = {Predicting the Progress of Vehicle Development Projects: An Approach for the Identification of Input Features}, year = {2021}, pages = {522--530}, publisher = {{SCITEPRESS - Science and Technology Publications}}, booktitle = {Proceedings of the 13th International Conference on Agents and Artificial Intelligence}, ISBN = {978-989-758-484-8}, DOI = {10.5220/0010187905220530}, author = {B{\"o}hme, Oliver and Meisen, Tobias} } @Article { Scheiderer.2020b, title = {Simulation-as-a-Service for Reinforcement Learning Applications by Example of Heavy Plate Rolling Processes}, journal = {Procedia Manufacturing}, year = {2020}, volume = {51}, pages = {897--903}, keywords = {research-industrial-deep-learning}, ISSN = {2351-9789}, DOI = {10.1016/j.promfg.2020.10.126}, author = {Scheiderer, Christian and Thun, Timo and Idzik, Christian and Posada-Moreno, Andr{\'e}s Felipe and Kr{\"a}mer, Alexander and Lohmar, Johannes and Hirt, Gerhard and Meisen, Tobias} } @Article { Scheidt.2020, title = {deepKnit: Learning-based Generation of Machine Knitting Code}, journal = {Procedia Manufacturing}, year = {2020}, volume = {51}, pages = {485--492}, keywords = {research-industrial-deep-learning}, ISSN = {2351-9789}, DOI = {10.1016/j.promfg.2020.10.068}, author = {Scheidt, Fabian and Ou, Jifei and Ishii, Hiroshi and Meisen, Tobias} } @Article { Meyes.2020, title = {Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations}, year = {2020}, keywords = {research-interpretable-learning}, web_url = {https://arxiv.org/pdf/2004.01254}, author = {Meyes, Richard and de Puiseau, Constantin Waubert and Posada-Moreno, Andres and Meisen, Tobias} } @Article { Meyes.2020b, title = {How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents}, year = {2020}, keywords = {research-interpretable-learning}, web_url = {https://arxiv.org/pdf/2004.03237}, author = {Meyes, Richard and Schneider, Moritz and Meisen, Tobias} } @Article { Burgdorf.2020, title = {Towards NLP-supported Semantic Data Management}, journal = {arXiv preprint arXiv:2005.06916}, year = {2020}, web_url = {https://arxiv.org/pdf/2005.06916}, author = {Burgdorf, Andreas and Pomp, Andr{\'e} and Meisen, Tobias} } @Book { Pomp.2020, title = {Bottom-up Knowledge Graph-based Data Management}, year = {2020}, publisher = {Shaker}, address = {D{\"u}ren}, series = {Berichte aus dem Maschinenbau}, edition = {1. Auflage}, ISBN = {9783844075311}, author = {Pomp, Andr{\'e}} } @Incollection { Pomp.2020c, title = {Verbesserung der Nutzbarkeit von Open Data auf Basis eines semantischen Datenmarktplatzes}, year = {2020}, pages = {14--15}, web_url = {https://oknrw.de/wordpress/wp-content/uploads/2020/12/Sammelband_ScienceTrack_2020_TR2021-1.pdf}, booktitle = {OKNRW - ONLINE BARCAMP 2020 Science-Track}, author = {Pomp, Andr{\'e} and Paulus, Alexander and Burgdorf, Andreas and Meisen, Tobias} } @Incollection { Meisen.2020, title = {Industrial Big Data: Modernes Informationsmanagement in der Produktion}, year = {2020}, editor = {Steven, Marion and Kl{\"u}nder, Timo}, publisher = {{Verlag W. Kohlhammer}}, address = {Stuttgart}, series = {Moderne Produktion}, booktitle = {Big Data: Anwendung und Nutzungspotenziale in der Produktion}, ISBN = {3170364766}, author = {Meisen, Tobias and Pomp, Andr{\'e} and Hoffmann, Max} } @Incollection { Hees.2020, title = {Integration von Produktion in den urbanen Raum}, year = {2020}, publisher = {{ALTOP Verlags- und Vertriebsgesellschaft f{\"u}r umweltfreundliche Produkte mbH}}, address = {M{\"u}nchen}, series = {Jahrbuch / B.A.U.M. e.V}, booktitle = {Nachhaltige Stadt}, ISBN = {3925646728}, author = {Hees, Frank and Horn, Gesa and Sch{\"o}nefeld, Kathrin} } @Incollection { Gannouni.2020, title = {Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste}, year = {2020}, booktitle = {IEEE International Conference on Systems, Man, and Cybernetics (SMC)}, author = {Gannouni, Aymen and Samsonov, Vladimir and Behery, Mohamed and Meisen, Tobias and Lakemeyer, Gerhard} } @Incollection { Baer.2020, title = {Multi Agent Deep Q-Network Approach for Online Job Shop Scheduling in Flexible Manufacturing}, year = {2020}, keywords = {research-industrial-deep-learning}, booktitle = {International Conference on Manufacturing Systems and Multiple Machies (ICMSMM 2020)}, author = {Baer, Schirin and Mohanty, Punit Kumar and Turner, Danielle Chelsea and Meisen, Tobias} } @Incollection { Baer.2020b, title = {Multi Agent Deep Q-Network Approach for Online Job Shop Scheduling in Flexible Manufacturing}, year = {2020}, keywords = {research-industrial-deep-learning}, booktitle = {Proceedings of the 7th International Conference on Industrial Engineering and Applications (ICIEA)}, author = {Baer, Schirin and Turner, Danielle Chelsea and Mohanty, Punit Kumar and Samsonov, Vladimir and Bakekeu, Jupiter Romuald and Meisen, Tobias} } @Inproceedings { Steiniger.105202010302020, title = {Dealing With Highly Unbalanced Sidescan Sonar Image Datasets for Deep Learning Classification Tasks}, year = {2020}, pages = {1--7}, publisher = {IEEE}, booktitle = {Global Oceans 2020: Singapore -- U.S. Gulf Coast}, ISBN = {978-1-7281-5446-6}, DOI = {10.1109/IEEECONF38699.2020.9389373}, author = {Steiniger, Yannik and Stoppe, Jannis and Meisen, Tobias and Kraus, Dieter} } @Inproceedings { Scheiderer.1216202012182020, title = {Transfer of Hierarchical Reinforcement Learning Structures for Robotic Manipulation Tasks}, year = {2020}, pages = {504--509}, keywords = {research-industrial-deep-learning}, publisher = {IEEE}, booktitle = {2020 International Conference on Computational Science and Computational Intelligence (CSCI)}, ISBN = {978-1-7281-7624-6}, DOI = {10.1109/CSCI51800.2020.00091}, author = {Scheiderer, Christian and Mosbach, Malte and Posada-Moreno, Andres Felipe and Meisen, Tobias} } @Inproceedings { Otte.2020, title = {The future of urban freight transport: A data-driven consolidation approach to accompany cities on their path to zero redundancy in freight movement}, year = {2020}, note = {11}, booktitle = {27th ITS World Congress via 1st Virtual ITS European Congress}, DOI = {10.18154/RWTH-2020-06989}, author = {Otte, Thomas and Gannouni, Aymen and Meisen, Tobias} } @Inproceedings { Pomp.2020b, title = {Semantic Concept Recommendation for Continuously Evolving Knowledge Graphs}, year = {2020}, pages = {361--385}, keywords = {research-semantic-systems}, editor = {Filipe, Joaquim and {\'S}mia{\textbackslashl}ek, Micha{\textbackslashl} and Brodsky, Alexander and Hammoudi, Slimane}, publisher = {{Springer International Publishing AG}}, address = {Cham}, series = {Lecture Notes in Business Information Processing Ser}, booktitle = {Enterprise Information Systems}, ISBN = {978-3-030-40783-4}, DOI = {10.1007/978-3-030-40783-4_17}, author = {Pomp, Andr{\'e} and Kraus, Vadim and Poth, Lucian and Meisen, Tobias} } @Inproceedings { Horn.2020, title = {AI for Future Mobility: What Amount of Willingness to Change Does a Society Need?}, year = {2020}, pages = {38--43}, keywords = {research-user-acceptance}, publisher = {SciTePress}, booktitle = {Proceedings of the 9th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS}, ISBN = {978-989-758-418-3}, DOI = {10.5220/0009577500380043}, author = {Horn, Gesa and Sch{\"o}nefeld, Kathrin} } @Inproceedings { Bellgardt.2020, title = {An Immersive Node-Link Visualization of Artificial Neural Networks for Machine Learning Experts}, year = {2020}, pages = {33--36}, publisher = {IEEE}, booktitle = {2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)}, ISBN = {978-1-7281-7463-1}, DOI = {10.1109/AIVR50618.2020.00015}, author = {Bellgardt, Martin and Scheiderer, Christian and Kuhlen, Torsten W.} } @Article { Schonefeld.2019, title = {Interkulturelle und sozial verantwortliche Technikbildung-Die Ingenieure ohne Grenzen Challenge}, journal = {Journal of Technical Education (JOTED)}, year = {2019}, volume = {7}, number = {1}, web_url = {http://www.journal-of-technical-education.de/index.php/joted/article/view/145/168}, author = {Sch{\"o}nefeld, Kathrin and Frye, Silke and Haertel, Tobias and Willicks, Freya and Hees, Frank} } @Article { Scheiderer.2019, title = {B{\'e}zier Curve Based Continuous and Smooth Motion Planning for Self-Learning Industrial Robots}, journal = {Procedia Manufacturing}, year = {2019}, volume = {38}, pages = {423--430}, keywords = {research-industrial-deep-learning}, ISSN = {2351-9789}, DOI = {10.1016/j.promfg.2020.01.054}, author = {Scheiderer, Christian and Thun, Timo and Meisen, Tobias} } @Article { Meyes.2019, title = {A Recurrent Neural Network Architecture for Failure Prediction in Deep Drawing Sensory Time Series Data}, journal = {Procedia Manufacturing}, year = {2019}, volume = {34}, pages = {789--797}, keywords = {research-interpretable-learning}, web_url = {http://www.sciencedirect.com/science/article/pii/S2351978919309357}, ISSN = {2351-9789}, DOI = {10.1016/j.promfg.2019.06.205}, author = {Meyes, Richard and Donauer, Johanna and Schmeing, Andre and Meisen, Tobias} } @Article { Meyes.2019b, title = {Ablation Studies in Artificial Neural Networks}, journal = {arXiv arXiv:1901.08644}, year = {2019}, keywords = {research-interpretable-learning}, web_url = {https://arxiv.org/abs/1901.08644}, author = {Meyes, Richard and Lu, Melanie and {Waubert de Puiseau}, Constantin and Meisen, Tobias} } @Article { Meyes.2019c, title = {Ablation Studies to Uncover Structure of Learned Representations in Artificial Neural Networks}, journal = {Proceedings of the 2019 International Conference on Artificial Intelligence (ICAI)}, year = {2019}, keywords = {research-interpretable-learning}, author = {Meyes, Richard and Lu, Melanie and {Waubert de Puiseau}, Constantin and Meisen, Tobias} } @Article { Meyes.2019d, title = {Artificial Intelligence in Automotive Production}, journal = {Mobility in a Globalised World 2018}, year = {2019}, volume = {22}, pages = {308--324}, keywords = {research-industrial-deep-learning;research-interpretable-learning}, web_url = {https://opus4.kobv.de/opus4-bamberg/files/54827/LSCM22SuckyMIGW_2018opusse_A3a.pdf\#page=323}, DOI = {10.20378/irbo-54827}, author = {Meyes, Richard and Tercan, Hasan and Meisen, Tobias} } @Article { Kohlschein.2019, title = {Der Informationsmanagementzyklus im Gesundheitswesen}, journal = {Gesundheit digital}, year = {2019}, pages = {67--82}, web_url = {https://link.springer.com/chapter/10.1007/978-3-662-57611-3_5}, DOI = {10.1007/978-3-662-57611-3_5}, author = {Kohlschein, Christian and Werner, Cornelius J. and Meisen, Tobias} } @Article { Ionita.2019, title = {Transferring Knowledge from Monitored to Unmonitored Areas for Forecasting Parking Spaces}, journal = {International Journal on Artificial Intelligence Tools}, year = {2019}, volume = {28}, number = {06}, pages = {1960003}, ISSN = {0218-2130}, DOI = {10.1142/S0218213019600030}, author = {Ionita, Andrei and Pomp, Andr{\'e} and Cochez, Michael and Meisen, Tobias and Decker, Stefan} } @Article { Horn.2019b, title = {Interne und externe Kommunikation interdisziplin{\"a}rer Forschungsprojekte - ein Erfahrungsbericht}, journal = {MIA Expertisen}, year = {2019}, web_url = {http://mia-projekt.de/wp-content/uploads/2019/08/MIA_Expertisen_Vol_7.pdf}, author = {Horn, Gesa and Sch{\"o}nefeld, Kathrin} } @Article { Horn.2019, title = {Forecasting Aachen 2030 -- Urbane Produktion in der Zukunftsstadt}, journal = {MIA Expertisen}, year = {2019}, web_url = {http://mia-projekt.de/wp-content/uploads/2019/02/MIA_Expertisen_Vol_3.pdf}, author = {Horn, Gesa and Klanten, Christoph and Mamonova, Swetlana and Sch{\"o}nefeld, Kathrin and Simons, Leonard and Seidel, Lisa and Uelpenich, J{\'e}rome} } @Article { Hansen.2019, title = {Data-Driven Recognition and Extraction of PDF Document Elements}, journal = {Technologies}, year = {2019}, volume = {7}, number = {3}, pages = {65}, ISSN = {2227-7080}, DOI = {10.3390/technologies7030065}, author = {Hansen, Matthias and Pomp, Andr{\'e} and Erki, Kemal and Meisen, Tobias} } @Article { Haberstroh.2019, title = {Method to Create a VR Event by Evaluating Third Party Information and Re-Providing the Processed Information in Real-Time}, year = {2019}, number = {United States Patent Application 20190213423}, note = {Patent}, web_url = {http://www.freepatentsonline.com/y2019/0213423.html}, author = {Haberstroh, Max C. and Sauer, Julia and Pomp, Andr{\'e} and Kirmse, Andreas and Meisen, Tobias and Hees, Frank and Jeschke, Sabina} } @Book { Hees.2019, title = {Kompetenz Montage - Kollaborativ und Wandlungsf{\"a}hig}, year = {2019}, ISBN = {978-3-948169-06-0}, author = {Hees, Frank and M{\"u}ller-Abdelrazeq, Sarah and Langer, Tristan and Voss, Michael and Schmitt, Robert and Huettemann, Guido and Rook-Weiler, Kerstin and Tracht, Kirsten and Herfs, Werner and Roggendorf, Simon and Heinen, Kurt and Kuhlenk{\"o}tter, Bernd and Hypki, Alfred and Deuse, Jochen and H{\"o}ptner, Gabriele and Ortmann, Sebastian and Bobe, Ulrich and Schulze, Robin and Zimmermann, Andr{\'e} and G{\"o}ppert, Amon} } @Incollection { Thiele.2019, title = {Smart Factory}, year = {2019}, volume = {41}, pages = {1--18}, publisher = {{Springer Fachmedien Wiesbaden} and {Springer VS}}, address = {Wiesbaden}, booktitle = {Handbuch Virtualit{\"a}t}, ISBN = {978-3-658-16358-7}, DOI = {10.1007/978-3-658-16358-7_8-1}, author = {Thiele, Thomas and Meisen, Tobias and Jeschke, Sabina} } @Incollection { Meisen.2019b, title = {Rehabilitation 4.0: Chancen und Herausforderungen der digitalen Transformation in den Rehabilitationswissenschaften}, year = {2019}, volume = {31}, pages = {3--21}, publisher = {{Springer Fachmedien Wiesbaden GmbH}}, address = {Wiesbaden}, booktitle = {Digitale Transformation von Dienstleistungen im Gesundheitswesen V}, ISBN = {978-3-658-23986-2}, DOI = {10.1007/978-3-658-23987-9_1}, author = {Meisen, Tobias and Vieritz, Helmut} } @Incollection { Meisen.2019, title = {Virtuelle Autonomie}, year = {2019}, volume = {6}, pages = {1--18}, publisher = {{Springer Fachmedien Wiesbaden} and {Springer VS}}, address = {Wiesbaden}, booktitle = {Handbuch Virtualit{\"a}t}, ISBN = {978-3-658-16358-7}, DOI = {10.1007/978-3-658-16358-7_16-1}, author = {Meisen, Tobias and Adler, Kathrin and Thiele, Thomas and Jeschke, Sabina} } @Inproceedings { Tercan.2019, title = {Industrial Transfer Learning: Boosting Machine Learning in Production}, year = {2019}, pages = {274--279}, keywords = {research-industrial-deep-learning}, publisher = {IEEE}, booktitle = {2019 IEEE 17th International Conference on Industrial Informatics (INDIN)}, ISBN = {978-1-7281-2927-3}, DOI = {10.1109/INDIN41052.2019.8972099}, author = {Tercan, Hasan and Guajardo, Alexandro and Meisen, Tobias} } @Inproceedings { Samsonov.2019, title = {More Machine Learning for Less: Comparing Data Generation Strategies in Mechanical Engineering and Manufacturing}, year = {2019}, publisher = {IEEE}, booktitle = {Proceedings of the 2019 IEEE Symposium Series on Computational Intelligence (SSCI 2019)}, author = {Samsonov, Vladimir and Lipp, Johannes and Noodt, Philipp and {Fenollar Solvay}, Alexia and Meisen, Tobias} } @Inproceedings { Pomp.2019b, title = {Enhancing Knowledge Graphs with Data Representatives}, year = {2019}, pages = {49--60}, keywords = {kgbdm;research-semantic-systems}, publisher = {{SCITEPRESS - Science and Technology Publications}}, booktitle = {Proceedings of the 21st International Conference on Enterprise Information Systems}, ISBN = {978-989-758-372-8}, DOI = {10.5220/0007677400490060}, author = {Pomp, Andr{\'e} and Poth, Lucian and Kraus, Vadim and Meisen, Tobias} } @Inproceedings { Pomp.2019, title = {You are Missing a Concept! Enhancing Ontology-Based Data Access with Evolving Ontologies}, year = {2019}, pages = {98--105}, keywords = {kgbdm;research-semantic-systems}, booktitle = {2019 IEEE 13th International Conference on Semantic Computing (ICSC)}, DOI = {10.1109/ICOSC.2019.8665620}, author = {Pomp, Andr{\'e} and Lipp, Johannes and Meisen, Tobias} } @Inproceedings { Paulus.2019, title = {Recommending Semantic Concepts for Improving the Process of Semantic Modeling}, year = {2019}, pages = {350--369}, keywords = {kgbdm;research-semantic-systems}, editor = {Hammoudi, Slimane and Smialek, Michal and Camp, Olivier and Filipe, Joaquim}, publisher = {{Springer International Publishing}}, address = {Cham}, booktitle = {Enterprise Information Systems}, ISBN = {978-3-030-26169-6}, author = {Paulus, Alexander and Pomp, Andr{\'e} and Poth, Lucian and Lipp, Johannes and Meisen, Tobias} } @Inproceedings { Langer.2019, title = {Towards Utilizing Domain Expertise for Exploratory Data Analysis}, year = {2019}, keywords = {research-interpretable-learning}, web_url = {https://doi.org/10.1145/3356422.3356434}, publisher = {{Association for Computing Machinery}}, address = {New York, NY, USA}, series = {VINCI'2019}, booktitle = {Proceedings of the 12th International Symposium on Visual Information Communication and Interaction}, ISBN = {9781450376266}, DOI = {10.1145/3356422.3356434}, author = {Langer, Tristan and Meisen, Tobias} } @Inproceedings { Kirmse.2019, title = {How To RAMI 4.0: Towards An Agent-based Information Management Architecture}, year = {2019}, pages = {961--968}, keywords = {research-semantic-systems}, booktitle = {2019 International Conference on High Performance Computing Simulation (HPCS)}, DOI = {10.1109/HPCS48598.2019.9188087}, author = {Kirmse, Andreas and Kraus, Vadim and Langer, Tristan and Pomp, Andr{\'e} and Meisen, Tobias} } @Inproceedings { Kerz.2019, title = {Understanding Vocabulary Growth Through An Adaptive Language Learning System}, year = {2019}, pages = {65--78}, web_url = {https://www.aclweb.org/anthology/W19-6307}, publisher = {{LiU Electronic Press}}, address = {Turku, Finland}, booktitle = {Proceedings of the 8th Workshop on NLP for Computer Assisted Language Learning}, author = {Kerz, Elma and Burgdorf, Andreas and Wiechmann, Daniel and Meeger, Stefan and Qiao, Yu and Kohlschein, Christian and Meisen, Tobias} } @Inproceedings { Jungnickel.2019, title = {Evaluation and Comparison of Cross-lingual Text Processing Pipelines}, year = {2019}, pages = {417--425}, booktitle = {2019 IEEE Symposium Series on Computational Intelligence (SSCI)}, DOI = {10.1109/SSCI44817.2019.9002921}, author = {Jungnickel, Robert and Pomp, Andr{\'e} and Kirmse, Andreas and LI, Xiang and Samsonov, Vladimir and Meisen, Tobias} } @Inproceedings { Hopmann.2019, title = {Combined learning processes for injection moulding based on simulation and experimental data}, year = {2019}, keywords = {research-industrial-deep-learning}, publisher = {{AIP Publishing}}, series = {AIP Conference Proceedings}, booktitle = {Proceedings of the 33rd International Conference of the Polymer Processing Society -- Conference Papers}, DOI = {10.1063/1.5121656}, author = {Hopmann, Christian and Jeschke, Sabina and Meisen, Tobias and Thiele, Thomas and Tercan, Hasan and Liebenberg, Martin and Heinisch, Julian and Theunissen, Matthias} } @Inproceedings { Haler.2019, title = {A Holistic System for Pre-clinical Diagnosis of Sleep Disorders in the Home Environment}, year = {2019}, pages = {1--4}, publisher = {IEEE}, booktitle = {2019 IEEE International Conference on E-health Networking, Application {\&} Services (HealthCom)}, ISBN = {978-1-7281-0402-7}, DOI = {10.1109/HealthCom46333.2019.9009595}, author = {Ha{\ss}ler, Marc and Burgdorf, Andreas and Pomp, Andr{\'e} and Kohlschein, Christian and Busing, Christina and Jonas, Stephan} } @Inproceedings { Baer.2019, title = {Multi-Agent Reinforcement Learning for Job Shop Scheduling in Flexible Manufacturing Systems}, year = {2019}, pages = {22--25}, keywords = {research-industrial-deep-learning}, publisher = {{IEEE Computer Society}}, address = {Los Alamitos, CA}, booktitle = {2019 Second IEEE International Conference on Artificial Intelligence for Industries}, ISBN = {978-1-7281-4087-2}, DOI = {10.1109/AI4I46381.2019.00014}, author = {Baer, Schirin and Bakakeu, Jupiter and Meyes, Richard and Meisen, Tobias} } @Article { Wang.2018, title = {Sparse Data Enrichment by Context Oriented Model Reduction Techniques in Manufacturing Industry with an Example Laser Drilling Process}, journal = {Journal of ICT Standardization}, year = {2018}, pages = {203--216}, web_url = {https://www.riverpublishers.com/journal_read_html_article.php?j=JICTS/6/3/2}, DOI = {10.13052/jicts2245-800X.632}, author = {Wang, You and Tercan, Hasan and Hermanns, Torsten and Thiele, Thomas and Meisen, Tobias and Jeschke, Sabina and Schulz, Wolfgang} } @Article { Tercan.2018, title = {Transfer-Learning: Bridging the Gap between Real and Simulation Data for Machine Learning in Injection Molding}, journal = {Procedia CIRP}, year = {2018}, volume = {72}, pages = {185--190}, keywords = {research-industrial-deep-learning}, web_url = {https://www.sciencedirect.com/science/article/pii/S2212827118301914}, ISSN = {22128271}, DOI = {10.1016/j.procir.2018.03.087}, author = {Tercan, Hasan and Guajardo, Alexandro and Heinisch, Julian and Thiele, Thomas and Hopmann, Christian and Meisen, Tobias} } @Article { Scheiderer.2018, title = {Auf eigenen F{\"u}{\ss}en: Machine Learning in der Industrie}, journal = {iX Special 2018 - Industrial Internet of Things}, year = {2018}, pages = {48--51}, author = {Scheiderer, Christian and Meisen, Tobias} } @Article { Meyes.2018d, title = {Interdisciplinary Data Driven Production Process Analysis for the Internet of Production}, journal = {Procedia Manufacturing}, year = {2018}, volume = {26}, pages = {1065--1076}, keywords = {research-industrial-deep-learning}, web_url = 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journal = {Technologies}, year = {2018}, volume = {6}, number = {3}, pages = {86}, keywords = {kgbdm;research-semantic-systems}, web_url = {http://www.mdpi.com/2227-7080/6/3/86}, ISSN = {2227-7080}, DOI = {10.3390/technologies6030086}, author = {Pomp, Andr{\'e} and Paulus, Alexander and Kirmse, Andreas and Kraus, Vadim and Meisen, Tobias} } @Article { Pomp.2018, title = {Enabling Semantics in Enterprises}, journal = {ICEIS 2017: Enterprise Information Systems}, year = {2018}, pages = {428--450}, keywords = {kgbdm;research-semantic-systems}, web_url = {https://link.springer.com/chapter/10.1007\%2F978-3-319-93375-7_20}, DOI = {10.1007/978-3-319-93375-7_20}, author = {Pomp, Andr{\'e} and Paulus, Alexander and Jeschke, Sabina and Meisen, Tobias} } @Article { Meyes.2018b, title = {Selbstlernende adaptive Robotersteuerung: Kontinuierliche Bewegungsplanung f{\"u}r Industrieroboter auf Basis von Sensordaten}, journal = {Fabriksoftware}, year = {2018}, volume = {2018}, number = {2}, pages = 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Neural Networks Under a Knife}, journal = {arXiv arXiv:1812.05687}, year = {2018}, keywords = {research-interpretable-learning}, web_url = {https://arxiv.org/abs/1812.05687}, author = {Lillian, Peter and Meyes, Richard and Meisen, Tobias} } @Article { Kirmse.2018, title = {An Architecture for Efficient Integration and Harmonization of Heterogeneous , Distributed Data Sources Enabling Big Data Analytics}, journal = {ICEIS 2018}, year = {2018}, volume = {1}, pages = {175--182}, keywords = {research-semantic-systems}, web_url = {http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0006776701750182}, DOI = {10.5220/0006776701750182}, author = {Kirmse, Andreas and Kraus, Vadim and Hoffmann, Max and Meisen, Tobias} } @Article { Kohlschein.2018b, title = {An Extensible Semantic Search Engine for Biomedical Publications}, journal = {2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom)}, year = {2018}, web_url = 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Jonas, Stephan M.} } @Inproceedings { MullerAbdelrazeq.2018, title = {Interdisciplinary Cooperation Management in Research Clusters: A Review of Twelve Years}, year = {2018}, pages = {216}, booktitle = {ICICKM 2018 15th International Conference on Intellectual Capital Knowledge Management {\&} Organisational Learning}, author = {M{\"u}ller-Abdelrazeq, Sarah and Brauner, Philipp and Calero-Valdez, Andr{\'e} and Jansen, Ulrich and Platte, Laura and Schaar, Anne Kathrin and Steuer, Linda and Zachow, Sebastian and Sch{\"o}nefeld, Kathrin and Haberstroh, Max and others} } @Inproceedings { Paulus.2018b, title = {Towards Combining Semantic Concepts from Multiple Knowledge Bases}, year = {2018}, pages = {312--313}, keywords = {kgbdm;research-semantic-systems}, publisher = {IEEE}, address = {Piscataway, NJ}, booktitle = {12th IEEE International Conference on Semantic Computing}, ISBN = {978-1-5386-4408-9}, DOI = {10.1109/ICSC.2018.00062}, author = {Paulus, Alexander and Pomp, Andr{\'e} and Poth, Lucian and Lipp, Johannes and Meisen, Tobias} } @Inproceedings { Ionita.2018, title = {Where to Park? Predicting Free Parking Spots in Unmonitored City Areas}, year = {2018}, pages = {1--12}, editor = {Akerkar, Rajendra and Ivanovi{\'c}, Mirjana and Kim, Sang-Wook and Manolopoulos, Yannis and Rosati, Riccardo and Savi{\'c}, Milos and Badica, Costin and Radovanovi{\'c}, Milos}, publisher = {ACM}, address = {New York}, booktitle = {Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics}, ISBN = {9781450354899}, DOI = {10.1145/3227609.3227648}, author = {Ionita, Andrei and Pomp, Andr{\'e} and Cochez, Michael and Meisen, Tobias and Decker, Stefan} } @Article { Wang.2017, title = {Advanced Data Enrichment and Data Analysis in Manufacturing Industry By an Example of Laser Drilling Process}, journal = {2017 Itu Kaleidoscope: Challenges for a Data-Driven Society (Itu K)}, year = {2017}, DOI = {10.23919/ITU-WT.2017.8246990}, author = {Wang, You and Tercan, Hasan and Thiele, Thomas and Meisen, Tobias and Jeschke, Sabina and Schulz, Wolfgang} } @Article { Tercan.2017, title = {Improving the Laser Cutting Process Design by Machine Learning Techniques}, journal = {Production Engineering}, year = {2017}, volume = {11}, number = {2}, pages = {195--203}, keywords = {research-industrial-deep-learning}, web_url = {https://link.springer.com/article/10.1007/s11740-017-0718-7}, ISSN = {18637353}, DOI = {10.1007/s11740-017-0718-7}, author = {Tercan, Hasan and {Al Khawli}, Toufik and Eppelt, Urs and B{\"u}scher, Christian and Meisen, Tobias and Jeschke, Sabina} } @Article { Pomp.2017b, title = {ESKAPE: Platform for Enabling Semantics in the Continuously Evolving Internet of Things}, journal = {2017 IEEE 11th International Conference on Semantic Computing (ICSC)}, year = {2017}, pages = {262--263}, keywords = {kgbdm;research-semantic-systems}, web_url = {https://ieeexplore.ieee.org/document/7889538}, DOI = {10.1109/ICSC.2017.45}, author = {Pomp, Andr{\'e} and Paulus, Alexander and Jeschke, Sabina and Meisen, Tobias} } @Article { Pomp.2017, title = 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Exposition}, DOI = {10.18260/1-2--28266}, author = {Willicks, Freya and Sch{\"o}nefeld, Kathrin and Stehling, Valerie and Richert, Anja and Jeschke, Sabina and Hees, Frank} } @Article { Tercan.2016, title = {Use of Classification Techniques to Design Laser Cutting Processes}, journal = {Procedia CIRP}, year = {2016}, volume = {52}, pages = {292--297}, keywords = {research-industrial-deep-learning}, web_url = {https://www.sciencedirect.com/science/article/pii/S2212827116308435}, ISSN = {22128271}, DOI = {10.1016/j.procir.2016.08.001}, author = {Tercan, Hasan and Khawli, Toufik Al and Eppelt, Urs and B{\"u}scher, Christian and Meisen, Tobias and Jeschke, Sabina} } @Article { Schilberg.2016, title = {Virtual Production Intelligence--Process Analysis in the Production Planning Phase}, journal = {Engineering Education 4.0}, year = {2016}, pages = {131--144}, keywords = {research-industrial-deep-learning}, web_url = {https://link.springer.com/chapter/10.1007/978-3-319-46916-4_11}, DOI = 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A Concept Paper}, journal = {2016 3rd MEC International Conference on Big Data and Smart City (ICBDSC)}, year = {2016}, DOI = {10.1109/ICBDSC.2016.7460389}, author = {Lenz, Laura and Pomp, Andr{\'e} and Meisen, Tobias and Jeschke, Sabina} } @Article { Hoffmann.2016c, title = {OPC UA-basierte Multi-Agenten-Systeme}, journal = {Atp Edition}, year = {2016}, pages = {46--57}, web_url = {http://ojs.di-verlag.de/index.php/atp_edition/article/view/2309}, ISSN = {2190-4111}, author = {Hoffmann, Max and B{\"u}scher, Christian and Meisen, Tobias and Jeschke, Sabina} } @Article { Hoffmann.2016e, title = {An Integration Approach of Multi-Agent Systems into Cyber-Physical Systems using the OPC UA Standard}, journal = {7th ACM/IEEE International Conference on Cyber-Physical Systems}, year = {2016}, web_url = {https://mediatum.ub.tum.de/1320307}, author = {Hoffmann, Max and Thomas, Philipp and Sch{\"u}tz, Daniel and Vogel-Heuser, Birgit and Meisen, Tobias and Jeschke, Sabina} } @Article { Hoffmann.2016b, title = {Continuous Integration of Field Level Production Data into Top-level Information Systems Using the OPC Interface Standard}, journal = {Procedia CIRP}, year = {2016}, volume = {41}, pages = {496--501}, web_url = {https://www.sciencedirect.com/science/article/pii/S2212827115011385}, ISSN = {22128271}, DOI = {10.1016/j.procir.2015.12.059}, author = {Hoffmann, Max and B{\"u}scher, Christian and Meisen, Tobias and Jeschke, Sabina} } @Article { Buscher.2016, title = {Ontologiebasiertes Informationsmanagement f{\"u}r die Fabrikplanung}, journal = {Automation, Communication and Cybernetics in Science and Engineering 2015/2016}, year = {2016}, pages = {827--839}, keywords = {research-semantic-systems}, web_url = {http://link.springer.com/10.1007/978-3-319-42620-4_63}, DOI = {10.1007/978-3-319-42620-4_63}, author = {B{\"u}scher, Christian and Meisen, Tobias and Jeschke, Sabina} } @Article { Buscher.2016b, title = {VPI-FP: An Integrative Information System for Factory Planning}, journal = {International Journal of Production Research}, year = {2016}, volume = {54}, number = {8}, pages = {2215--2226}, ISSN = {1366588X}, DOI = {10.1080/00207543.2015.1057298}, author = {B{\"u}scher, Christian and Meisen, Tobias and Schilberg, Daniel and Jeschke, Sabina} } @Article { Buscher.2016c, title = {Semantic Information Modelling for Factory Planning Projects}, journal = {Procedia CIRP}, year = {2016}, volume = {41}, pages = {478--483}, keywords = {research-semantic-systems}, web_url = {https://www.sciencedirect.com/science/article/pii/S2212827115011014}, ISSN = {22128271}, DOI = {10.1016/j.procir.2015.12.022}, author = {B{\"u}scher, Christian and Voet, Hanno and Krunke, Moritz and Burggr{\"a}f, Peter and Meisen, Tobias and Jeschke, Sabina} } @Article { Antkowiak.2016, title = {Language Therapy of Aphasia Supported by Augmented Reality Applications}, journal = {2016 Ieee 18Th International Conference on E-Health Networking, Applications and Services (Healthcom)}, year = {2016}, pages = {523--528}, DOI = {10.1109/HealthCom.2016.7749511}, author = {Antkowiak, Daniela and Kohlschein, Christian and Krooss, Roksaneh and Speicher, Maximilian and Meisen, Tobias and Jeschke, Sabina and Werner, Cornelius J.} } @Incollection { Hoffmann.2016d, title = {Enhancing the Learning Success of Engineering Students by Virtual Experiments}, year = {2016}, web_url = {https://link.springer.com/chapter/10.1007/978-3-319-46916-4_26}, editor = {Sulamith, Frerich and Meisen, Tobias and Richert, Anja and Petermann, Marcus and Jeschke, Sabina and Wilkesmann, Uwe and {Erman Tekkaya}, A.}, publisher = {dl.acm.org}, booktitle = {Engineering Education 4.0}, ISBN = {978-3-319-46915-7}, DOI = {10.1007/978-3-319-46916-4_26}, author = {Hoffmann, Max and Plumanns, Lana and Lenz, Laura and Schuster, Katharina and Meisen, Tobias and Jeschke, Sabina} } @Incollection { Hoffmann.2016, title = {Shifting Virtual Reality Education to the Next Level -- Experiencing Remote Laboratories through Mixed Reality}, year = {2016}, pages = {235--249}, web_url = {http://www.sciencedirect.com/science/article/pii/B9781843346876500031}, editor = {Sulamith, Frerich and Meisen, Tobias and Richert, Anja and Petermann, Marcus and Jeschke, Sabina and Wilkesmann, Uwe and {Erman Tekkaya}, A.}, publisher = {dl.acm.org}, booktitle = {Engineering Education 4.0}, ISBN = {978-3-319-46915-7}, DOI = {10.1007/978-3-319-46916-4_19}, author = {Hoffmann, Max and Meisen, Tobias and Jeschke, Sabina} } @Inproceedings { Ou.2016, title = {AeroMorph - Heat-Sealing Inflatable Shape-Change Materials for Interaction Design}, year = {2016}, pages = {121--132}, web_url = {https://doi.org/10.1145/2984511.2984520}, publisher = {{Association for Computing Machinery}}, address = {New York, NY, USA}, series = {UIST '16}, booktitle = {Proceedings of the 29th Annual Symposium on User Interface Software and Technology}, ISBN = {9781450341899}, DOI = {10.1145/2984511.2984520}, author = {Ou, Jifei and Skouras, M{\'e}lina and Vlavianos, Nikolaos and Heibeck, Felix and Cheng, Chin-Yi and Peters, Jannik and Ishii, Hiroshi} } @Phdthesis { Schonefeld.2016, title = {Auf dem Weg zum Fremden}, year = {2016}, school = {{Shaker Verlag GmbH}}, type = {Dissertation}, author = {Sch{\"o}nefeld, Kathrin} } @Article { Paulus.2015, title = {AUDIME: Augmented Disaster Medicine}, journal = {2015 17th International Conference on E-health Networking, Application {\&} Services (HealthCom)}, year = {2015}, pages = {342--345}, web_url = {https://ieeexplore.ieee.org/document/7454522}, DOI = {10.1109/HealthCom.2015.7454522}, author = {Paulus, Alexander and Meisen, Philipp and Meisen, Tobias and Jeschke, Sabina and Czaplik, Michael and Hirsch, Frederik} } @Article { Meisen.2015b, title = {Querying Time Interval Data}, journal = {ICEIS 2015}, year = {2015}, keywords = {research-interpretable-learning}, web_url = {https://link.springer.com/chapter/10.1007/978-3-319-29133-8_3}, DOI = {10.1007/978-3-319-29133-8_3}, author = {Meisen, Philipp and Keng, Diane and Meisen, Tobias and Recchioni, Marco and Jeschke, Sabina} } @Article { Meisen.2015c, title = {TIDAQL - A Query Language Enabling on-Line Analytical Processing of Time Interval Data}, journal = {Proceedings of the 17th International Conference on Enterprise Information Systems}, year = {2015}, pages = {54--66}, keywords = {research-interpretable-learning}, web_url = {http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0005348400540066}, DOI = {10.5220/0005348400540066}, author = {Meisen, Philipp and Keng, Diane and Meisen, Tobias and Recchioni, Marco and Jeschke, Sabina} } @Article { Meisen.2015, title = {Bitmap-Based On-line Analytical Processing of Time Interval Data}, journal = {2015 12th International Conference on Information Technology - New Generations}, year = {2015}, pages = {20--26}, keywords = {research-interpretable-learning}, web_url = {https://ieeexplore.ieee.org/document/7113443}, DOI = {10.1109/ITNG.2015.9}, author = {Meisen, Philipp and Keng, Diane and Meisen, Tobias and Recchioni, Marco and Jeschke, Sabina} } @Incollection { Rheinhard.20152016, title = {How Virtual Production Intelligence Can Improve Laser-Cutting Planning Processes}, year = {2015}, editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus}, publisher = {Springer}, address = {Cham}, booktitle = {Automation, Communication and Cybernetics in Science and Engineering 2015/2016}, DOI = {10.1007/978-3-319-42620-4_70}, author = {Rheinhard, Rudolf and Eppelt, Urs and Al-Khawly, Toufik and Meisen, Tobias and Schilberg, Daniel and Schulz, Wolfgang and Jeschke, Sabina} } @Incollection { Meisen.20152016, title = {A Framework for Semantic Integration and Analysis of Measurement Data in Modern Industrial Machinery}, year = {2015}, keywords = {research-semantic-systems}, web_url = {https://link.springer.com/chapter/10.1007/978-3-319-42620-4_67}, editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus}, publisher = {Springer}, address = {Cham}, booktitle = {Automation, Communication and Cybernetics in Science and Engineering 2015/2016}, DOI = {10.1007/978-3-319-42620-4_67}, author = {Meisen, Tobias and Rix, Michael and Hoffmann, Max and Schilberg, Daniel and Jeschke, Sabina} } @Incollection { Elsner.20152016, title = {Implementing a Volunteer Notification System Into a Scalable , Analytical Realtime Data Processing Environment}, year = {2015}, pages = {841--853}, web_url = {https://link.springer.com/chapter/10.1007\%2F978-3-319-42620-4_64}, editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus}, publisher = {Springer}, address = {Cham}, booktitle = {Automation, Communication and Cybernetics in Science and Engineering 2015/2016}, DOI = {10.1007/978-3-319-42620-4_64}, author = {Elsner, Jesko and Sivicki, Tomas and Meisen, Philipp and Meisen, Tobias and Jeschke, Sabina} } @Inproceedings { Hohlfeld.2015, title = {On the Applicability of Computer Vision based Gaze Tracking in Mobile Scenarios}, year = {2015}, pages = {427--434}, editor = {Boring, Sebastian and Rukzio, Enrico and Gellersen, Hans and Hinckley, Ken}, publisher = {ACM}, address = {New York, NY}, booktitle = {Proceedings of the 17th ACM International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct}, ISBN = {9781450336529}, DOI = {10.1145/2785830.2785869}, author = {Hohlfeld, Oliver and Pomp, Andr{\'e} and Link, J{\'o} {\'A}gila Bitsch and Guse, Dennis} } @Phdthesis { Langer.2015, title = {Konzeption und Entwicklung einer webbasierten Plattform f{\"u}r sprach{\"u}bergreifendes Software-Modell-Management}, year = {2015}, school = {{RWTH Aachen University}}, type = {Master-Thesis}, author = {Langer, Tristan} } @Article { Wang.2014, title = {Working Area Monitoring in Dynamic Environments Using Multiple Auto-aligning 3-D Sensor}, journal = {Journal of Sensors and Sensor Systems}, year = {2014}, volume = {3}, pages = {113--120}, web_url = {https://link.springer.com/chapter/10.1007/978-3-319-08816-7_62}, DOI = {10.5194/jsss-3-113-2014}, author = {Wang, Ying and Ewert, Daniel and Meisen, Tobias and Schilberg, Daniel and Jeschke, Sabina} } @Article { Schilberg.2014, title = {Virtuelle Produktion -- Die Virtual Production Intelligence im Einsatz}, journal = {Exploring Virtuality}, year = {2014}, pages = {93--110}, keywords = {research-industrial-deep-learning}, web_url = {https://link.springer.com/chapter/10.1007/978-3-658-03885-4_5}, DOI = {10.1007/978-3-658-03885-4_5}, author = {Schilberg, Daniel and Meisen, Tobias and Reinhard, Rudolf} } @Article { Meisen.2014, title = {Modeling and Processing of Time Interval Data for Data-driven Decision Support}, journal = {2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)}, year = {2014}, pages = {2946--2953}, keywords = {research-interpretable-learning}, web_url = {https://ieeexplore.ieee.org/document/6974378}, DOI = {10.1109/SMC.2014.6974378}, author = {Meisen, Philipp and Recchioni, Marco and Meisen, Tobias and Schilberg, Daniel and Jeschke, Sabina} } @Article { Buscher.2014, title = {Improving Factory Planning by Analyzing Process Dependencies}, journal = {Procedia CIRP}, year = {2014}, volume = {17}, pages = {38--43}, web_url = {https://www.sciencedirect.com/science/article/pii/S221282711400420X}, ISSN = {22128271}, DOI = {10.1016/j.procir.2014.01.142}, author = {B{\"u}scher, Christian and Voet, Hanno and Meisen, Tobias and Krunke, Moritz and Kreisk{\"o}ther, Kai and Kampker, Achim and Schilberg, Daniel and Jeschke, Sabina} } @Inproceedings { Reinhard.2014, title = {The Contribution of Virtual Production Intelligence to Laser Cutting Planning Processes}, year = {2014}, pages = {117--123}, web_url = {https://link.springer.com/chapter/10.1007\%2F978-3-319-02054-9_20}, editor = {Zaeh, Michael F.}, publisher = {Springer}, address = {Cham}, booktitle = {Enabling Manufacturing Competitiveness and Economic Sustainability}, DOI = {10.1007/978-3-319-02054-9_20}, author = {Reinhard, Rudolf and {Al Khawli}, Toufik and Eppelt, Urs and Meisen, Tobias and Schilberg, Daniel and Schulz, Wolfgang and Jeschke, Sabina} } @Inproceedings { Hoffmann.2014, title = {Optimized Factory Planning and Process Chain Formation Using Virtual Production Intelligence}, year = {2014}, pages = {153--158}, web_url = {https://link.springer.com/chapter/10.1007\%2F978-3-319-02054-9_26}, editor = {Zaeh, Michael F.}, publisher = {Springer}, address = {Cham}, booktitle = {Enabling Manufacturing Competitiveness and Economic Sustainability}, DOI = {10.1007/978-3-319-02054-9_26}, author = {Hoffmann, Max and Kreisk{\"o}ther, Kai and B{\"u}scher, Christian and Meisen, Tobias and Kampker, Achim and Schilberg, Daniel and Jeschke, Sabina} } @Article { Schilberg.2013, title = {Virtual Production-The connection of the modules through the Virtual Production Intelligence}, journal = {Proceedings of the World Congress on Engineering and Computer Science}, year = {2013}, volume = {II}, pages = {23--25}, web_url = {http://www.iaeng.org/publication/WCECS2013/WCECS2013_pp1047-1052.pdf}, author = {Schilberg, Daniel and Meisen, Tobias and Reinhard, Rudolf} } @Article { Hoffmann.2013, title = {Multi-dimensional Production Planning Using a Vertical Data Integration Approach: A Contribution to Modular Factory Design}, journal = {2013 10th International Conference and Expo on Emerging Technologies for a Smarter World (CEWIT)}, year = {2013}, keywords = {research-semantic-systems}, web_url = {https://ieeexplore.ieee.org/document/6713754}, DOI = {10.1109/CEWIT.2013.6713754}, author = {Hoffmann, Max and Meisen, Tobias and Schilberg, Daniel and Jeschke, Sabina} } @Article { Buscher.2013, title = {Virtual Production Intelligence : ein Beitrag zur Virtuellen Fabrik}, journal = {Productivity Management}, year = {2013}, number = {3}, pages = {26--28}, web_url = {http://publications.rwth-aachen.de/record/231353}, ISSN = {1434-2308}, author = {B{\"u}scher, Christian and Vieritz, Helmut and Meisen, Philipp and Meisen, Tobias and Jeschke, Sabina} } @Incollection { Hoffmann.20132014, title = {A Modular Factory Planning Approach Based on Vertical Integration of the Information Flow}, year = {2013}, pages = {845--852}, web_url = {http://link.springer.com/10.1007/978-3-319-08816-7_66}, editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus}, booktitle = {Automation, Communication and Cybernetics in Science and Engineering 2013/2014}, DOI = {10.1007/978-3-319-08816-7_66}, author = {Hoffmann, Max and Meisen, Tobias and Schilberg, Daniel and Jeschke, Sabina} } @Incollection { Hoffmann.20132014b, title = {Dynamische Optimierung der digitalen Produktentwicklung auf Basis cyber-physischer Monitoring-Systeme}, year = {2013}, pages = {853--866}, web_url = {https://link.springer.com/chapter/10.1007/978-3-319-08816-7_67}, editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus}, booktitle = {Automation, Communication and Cybernetics in Science and Engineering 2013/2014}, DOI = {10.1007/978-3-319-08816-7_67}, author = {Hoffmann, Max and Meisen, Tobias and Schilberg, Daniel and Jeschke, Sabina} } @Incollection { Beer.20132014, title = {Visualization}, year = {2013}, pages = {817--828}, web_url = {https://link.springer.com/chapter/10.1007/978-3-319-08816-7_64}, editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus}, booktitle = {Automation, Communication and Cybernetics in Science and Engineering 2013/2014}, DOI = {10.1007/978-3-319-08816-7_64}, author = {Beer, Thomas and Meisen, Tobias} } @Inproceedings { Schneider.2013, title = {On Benchmarking Non-Blind Deconvolution Algorithms: A Sample Driven Comparison of Image De-blurring Methods for Automated Visual Inspection Systems}, year = {2013}, pages = {1646--1651}, publisher = {IEEE}, booktitle = {2013 IEEE International Instrumentation and Measurement Technology Conference}, ISBN = {978-1-4673-4623-8}, DOI = {10.1109/I2MTC.2013.6555693}, author = {Schneider, Dorian and {van Ekeris}, Tilo and {zur Jacobsmuehlen}, Joschka and Gross, Sebastian} } @Inproceedings { SiebenhaarMelanieandWengeOlgaandHansRonnyandTercanHasanandSteinmetzRalf.2013, title = {Verifying the Availability of Cloud Applications}, year = {2013}, pages = {489--494}, publisher = {SciTePress}, address = {S.l.}, booktitle = {Proceedings of the 3rd International Conference on Cloud Computing and Services Science}, ISBN = {978-989-8565-52-5}, DOI = {10.5220/0004377604890494}, author = {{Siebenhaar}, Melanie and Wenge, Olga and Hans, Ronny and Tercan, Hasan and Steinmetz, Ralf} } @Inproceedings { LoraGiron.2013, title = {Gossipmule: Improving Association Decisions via Opportunistic Recommendations}, year = {2013}, pages = {926--931}, publisher = {IEEE}, booktitle = {2013 IEEE 10th Consumer Communications and Networking Conference (CCNC)}, DOI = {10.1109/CCNC.2013.6488586}, author = {{Lora Gir{\'o}n}, M{\'o}nica Alejandra and {Paulus}, Alexander Wehrle, Klaus} } @Article { Reinhard.2012, title = {Virtual Production Intelligence -- A Contribution to the Digital Factory}, journal = {ICIRA 2012: Intelligent Robotics and Applications}, year = {2012}, pages = {706--715}, keywords = {research-semantic-systems}, web_url = {https://link.springer.com/chapter/10.1007\%2F978-3-642-33509-9_70}, DOI = {10.1007/978-3-642-33509-9_70}, author = {Reinhard, Rudolf and B{\"u}scher, Christian and Meisen, Tobias and Schilberg, Daniel and Jeschke, Sabina} } @Article { Meisen.2012b, title = {Adaptive Information Integration: Bridging the Semantic Gap between Numerical Simulations}, journal = {ICEIS 2011: Enterprise Information Systems}, year = {2012}, pages = {51--65}, keywords = {research-semantic-systems}, web_url = {https://link.springer.com/chapter/10.1007\%2F978-3-642-29958-2_4}, DOI = {10.1007/978-3-642-29958-2_4}, author = {Meisen, Tobias and Meisen, Philipp and Schilberg, Daniel and Jeschke, Sabina} } @Article { Langer.2012, title = {Erweiterung des Gargoyle Codegenerators um Semantische Beziehungen}, journal = {Bachelorthesis, RWTH Aachen University}, year = {2012}, author = {Langer, Tristan} } @Article { Beer.2012, title = {Distributed Simulations}, journal = {Integrative computational materials engineering : concepts and applications of a modular simulation platform}, year = {2012}, DOI = {10.1002/9783527646098.ch6}, author = {Beer, Thomas and Meisen, Tobias and Reinhard, Rudolf and Prahl, Ulrich} } @Book { Meisen.2012, title = {Framework zur Kopplung numerischer Simulationen f{\"u}r die Fertigung von Stahlerzeugnissen}, year = {2012}, keywords = {research-semantic-systems}, web_url = {https://www.beck-shop.de/meisen-framework-kopplung-numerischer-simulationen-fertigung-stahlerzeugnissen/product/13005982}, publisher = {{VDI Verlag}}, series = {Fortschritt-Berichte VDI. Reihe 10: Informatik / Kommunikation; 823}, ISBN = {978-3-18-382310-9}, author = {Meisen, Tobias} } @Incollection { Schulz.2012, title = {Virtual Production Systems}, year = {2012}, pages = {241--434}, web_url = {https://link.springer.com/10.1007/978-3-642-21067-9_4}, editor = {Brecher, Christian}, publisher = {Springer}, address = {Berlin and Heidelberg}, booktitle = {Integrative Production Technology for High-Wage CountriesI}, DOI = {10.1007/978-3-642-21067-9_4}, author = {Schulz, Wolfgang and Bischof, Christian and Bobzin, Kirsten and Brecher, Christian and Gries, Thomas and Jeschke, Sabina and Kampker, Achim and Klocke, Fritz and Kuhlen, Torsten and Schuh, G{\"u}nther and Apel, Markus and Arping, Tim and Bagcivan, Nazlim and Bambach, Markus and Baranowski, Thomas and B{\"a}umler, Stephan and Beer, Thomas and Benke, Stefan and Bergs, Thomas and Burggr{\"a}f, Peter and Cabral, Gustavo and Eppelt, Urs and Fayek, Patrick and Fey, Marcel and Franzkoch, Bastian and Freyberger, Stephan and Glasmacher, Lothar and Heesel, Barbara and Henke, Thomas and Herfs, Werner and Jansen, Ulrich and Kashko, Tatyana and Konovalov, Sergey and Kuckhoff, Britta and Laschet, Gottfried and Linke, Markus and Lohse, Wolfram and Meisen, Tobias and Minoufekr, Meysam and N{\"o}cker, Jan and Prahl, Ulrich and Quade, Hendrik and Rasim, Matthias and Rauhut, Marcus and Rheinhard, Rudolf and Rosenbaum, Jan and Rossiter, Eduardo and Schulberg, Daniel and Schmitz, Georg J. and Triebs, Johannes and Wegner, Hagen and Wesch-Potente, Cathrin} } @Inproceedings { Reinhard.2012b, title = {A Framework Enabling Data Integration for Virtual Production}, year = {2012}, pages = {275--280}, keywords = {research-semantic-systems}, web_url = {https://link.springer.com/chapter/10.1007\%2F978-3-642-23860-4_45}, editor = {ElMaraghy, Hoda A.}, booktitle = {Enabling Manufacturing Competitiveness and Economic Sustainability}, DOI = {10.1007/978-3-642-23860-4_45}, author = {Reinhard, Rudolf and Meisen, Tobias and Beer, Thomas and Schilberg, Daniel and Jeschke, Sabina} } @Inproceedings { LoraGiron.2012, title = {Gossipmule: Scanning and Disseminating Information Between Stations in Cooperative WLANs}, year = {2012}, pages = {87--88}, web_url = {http://doi.acm.org/10.1145/2159576.2159598}, publisher = {ACM}, address = {New York, NY, USA}, series = {MobiOpp '12}, booktitle = {Proceedings of the Third ACM International Workshop on Mobile Opportunistic Networks}, ISBN = {978-1-4503-1208-0}, DOI = {10.1145/2159576.2159598}, author = {{Lora Gir{\'o}n}, M{\'o}nica Alejandra and Paulus, Alexander and {Bitsch Link}, J{\'o} {\'A}gila and Wehrle, Klaus} } @Article { Schilberg.2011, title = {Simulation and Interoperability in the Planning Phase of production processes}, journal = {ASME 2011 International Mechanical Engineering Congress and Exposition}, year = {2011}, pages = {701--706}, keywords = {research-semantic-systems}, web_url = {https://proceedings.asmedigitalcollection.asme.org/proceeding.aspx?articleID=1642922}, DOI = {10.1115/IMECE2011-62477}, author = {Schilberg, Daniel and Meisen, Tobias and Reinhard, Rudolf and Jeschke, Sabina} } @Article { Meisen.2011, title = {IT-Infrastructure for an Integrated Visual Analysis of Distributed Heterogeneous Simulations}, journal = {Mechatronics and Materials Processing I}, year = {2011}, pages = {1940--1946}, web_url = {https://www.scientific.net/AMR.328-330.1940}, DOI = {10.4028/www.scientific.net/AMR.328-330.1940}, author = {Meisen, Tobias and Reinhard, Rudolf and Beer, Thomas and Schilberg, Daniel and Jeschke, Sabina} } @Article { Beer.2011, title = {A multi Level Time Model for Interactive Multiple Dataset Visualization: The Dataset Sequencer}, journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, year = {2011}, volume = {6939 LNCS}, number = {PART 2}, pages = {681--690}, web_url = {https://link.springer.com/chapter/10.1007/978-3-642-33389-7_72}, ISSN = {16113349}, DOI = {10.1007/978-3-642-24031-7_68}, author = {Beer, Thomas and Garbereder, Gerrit and Meisen, Tobias and Reinhard, Rudolf and Kuhlen, Torsten} } @Article { Beer.2011b, title = {The Virtual Production Simulation Platform: From Collaborative Distributed Simulation to Integrated Visual Analysis}, journal = {Production Engineering}, year = {2011}, volume = {5}, number = {4}, pages = {383--391}, web_url = {https://link.springer.com/article/10.1007\%2Fs11740-011-0326-x}, ISSN = {18637353}, DOI = {10.1007/s11740-011-0326-x}, author = {Beer, Thomas and Meisen, Tobias and Reinhard, Rudolf and Konovalov, Sergey and Schilberg, Daniel and Jeschke, Sabina and Kuhlen, Torsten and Bischof, Christian} } @Incollection { Meisen.20112012b, title = {A Framework For Adaptive Data Integration In Digital Production}, year = {2011}, pages = {1053--1066}, keywords = {research-semantic-systems}, web_url = {https://link.springer.com/chapter/10.1007/978-3-642-33389-7_76}, editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus}, publisher = {Springer}, address = {Berlin and Heidelberg}, booktitle = {Automation, Communication and Cybernetics in Science and Engineering 2011/2012}, DOI = {10.1007/978-3-642-33389-7_76}, author = {Meisen, Tobias and Reinhard, Rudolf and Schilberg, Daniel and Jeschke, Sabina} } @Incollection { Meisen.20112012, title = {Application Integration of Simulation Tools Considering Domain Specific Knowledge}, year = {2011}, pages = {1067--1089}, keywords = {research-semantic-systems}, web_url = {http://link.springer.com/10.1007/978-3-642-33389-7_77}, editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus}, publisher = {Springer}, address = {Berlin and Heidelberg}, booktitle = {Automation, Communication and Cybernetics in Science and Engineering 2011/2012}, DOI = {10.1007/978-3-642-33389-7_77}, author = {Meisen, 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