Publikationen

Publikationen von Wissenschaftlern aus BIT und IZMD

417 Einträge « 1 von 9 »

2021

Böhme, Oliver; Meisen, Tobias

Predicting the Progress of Vehicle Development Projects: An Approach for the Identification of Input Features Inproceedings

In: Proceedings of the 13th International Conference on Agents and Artificial Intelligence, S. 522–530, SCITEPRESS - Science and Technology Publications, 2021, ISBN: 978-989-758-484-8.

Links | BibTeX | Schlagwörter:

Pol, Sebastian; Baer, Schirin; Turner, Danielle; Samsonov, Vladimir; Meisen, Tobias

Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints Inproceedings

In: Proceedings of the 23rd International Conference on Enterprise Information Systems, S. 515–526, SCITEPRESS - Science and Technology Publications, 2021, ISBN: 978-989-758-509-8.

Links | BibTeX | Schlagwörter:

Paulus, Alexander; Burgdorf, Andreas; Puleikis, Lars; Langer, Tristan; Pomp, André; Meisen, Tobias

PLASMA: Platform for Auxiliary Semantic Modeling Approaches Inproceedings

In: Proceedings of the 23rd International Conference on Enterprise Information Systems, S. 403–412, SCITEPRESS - Science and Technology Publications, 2021, ISBN: 978-989-758-509-8.

Links | BibTeX | Schlagwörter:

Paulus, Alexander; Burgdorf, Andreas; Pomp, Andre; Meisen, Tobias

Recent Advances and Future Challenges of Semantic Modeling Inproceedings

In: 2021 IEEE 15th International Conference on Semantic Computing (ICSC), S. 70–75, IEEE, 2021, ISBN: 978-1-7281-8899-7.

Links | BibTeX | Schlagwörter:

Paquete, Luís; Schulze, Britta; Stiglmayr, Michael; Lourenço, Ana Catarina

Computing Representations using Hypervolume Scalarizations Artikel

In: Computer and Operations Research, 2021.

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Langer, Tristan; Meisen, Tobias

Visual Analytics for Industrial Sensor Data Analysis Inproceedings

In: Proceedings of the 23rd International Conference on Enterprise Information Systems, S. 584–593, SCITEPRESS - Science and Technology Publications, 2021, ISBN: 978-989-758-509-8.

Links | BibTeX | Schlagwörter:

Langer, Tristan; Meisen, Tobias

System Design to Utilize Domain Expertise for Visual Exploratory Data Analysis Artikel

In: Information, 12 (4), S. 140, 2021.

Links | BibTeX | Schlagwörter:

Kummert, Anton; Meisen, Tobias; Krause, Michael; Michalik, David; Kohl, Per

Synergiepotenziale von Virtual City Twins im Bereich automatisiertes Fahren -- Beschleunigung der technischen Entwicklung und Überwindung von Akzeptanzbarrieren Buchkapitel mit eigenem Titel

In: Proff, Heike (Hrsg.): Making Connected Mobility Work, 119 , S. 113–133, Springer Fachmedien Wiesbaden, Wiesbaden, 2021, ISBN: 978-3-658-32265-6.

Links | BibTeX | Schlagwörter:

Kowol, Kamil; Rottmann, Matthias; Bracke, Stefan; Gottschalk, Hanno

YOdar: Uncertainty-based sensor fusion for vehicle detection with camera and radar sensors Inproceedings

In: ICAART 2021 - Proceedings of the 13th International Conference on Agents and Artificial Intelligence, S. 177–186, INSTICC SciTePress, 2021, ISBN: 9789897584848.

Links | BibTeX | Schlagwörter:

Kordon, Florian; Stiglmayr, Michael; Maier, Andreas; Vicario, Celia Martin; Pertlwieser, Tobias; Kunze, Holger

Heatmap Representation of Elongated Structures Artikel

In: submitted to IEEE Pattern Analysis and Machine Intelligence, 2021.

BibTeX | Schlagwörter:

Kremser, R.; Grabowski, N.; Tutsch, D.; Düssel, R.; Mulder, A.

Comparison of different spike detection methods in Hall-Héroult cells Buchkapitel mit eigenem Titel

In: GmbH, VDI Wissensforum (Hrsg.): Automation 2021, S. 763-XVIII, 2021.

Links | BibTeX | Schlagwörter:

Rosenzweig, Julia; Brito, Eduardo; Kobialka, Hans-Ulrich; Akila, Maram; Schmidt, Nico M.; Schlicht, Peter; Schneider, Jan David; Hüger, Fabian; Rottmann, Matthias; Houben, Sebastian; Wirtz, Tim

Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis Sonstige

2021.

BibTeX | Schlagwörter:

Steiniger, Yannik; Stoppe, Jannis; Kraus, Dieter; Meisen, Tobias

Erzeugung von synthetischen Seitensichtsonar-Bildern mittels Generative Adversarial Networks Artikel

In: Hydrographische Nachrichten, (119), S. 30–34, 2021, ISSN: 1866-9204.

Links | BibTeX | Schlagwörter:

Steiniger, Yannik; Kraus, Dieter; Meisen, Tobias

Generating Synthetic Sidescan Sonar Snippets Using Transfer-Learning in Generative Adversarial Networks Artikel

In: Journal of Marine Science and Engineering, 9 (3), S. 239, 2021.

Links | BibTeX | Schlagwörter:

Steiniger, Yannik; Groen, Johannes; Stoppe, Jannis; Kraus, Dieter; Meisen, Tobias

A study on modern deep learning detection algorithms for automatic target recognition in sidescan sonar images Artikel

In: Proceedings of Meetings on Acoustics, (44), 2021.

BibTeX | Schlagwörter:

Houben, Sebastian; Abrecht, Stephanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; Heinzemann, Christian; Hoffmann, Marco; Kapoor, Nikhil; Kappel, Falk; Klingner, Marvin; Kronenberger, Jan; Küppers, Fabian; Löhdefink, Jonas; Mlynarski, Michael; Mock, Michael; Mualla, Firas; Pavlitskaya, Svetlana; Poretschkin, Maximilian; Pohl, Alexander; Kumar, Varun Ravi; Rosenzweig, Julia; Rottmann, Matthias; Rüping, Stefan; Sämann, Timo; Schneider, Jan David; Schulz, Elena; Schwalbe, Gesina; Sicking, Joachim; Srivastava, Toshika; Varghese, Serin; Weber, Michael; Wirkert, Sebastian; Wirtz, Tim; Woehrle, Matthias

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Artikel

In: CoRR, abs/2104.14235 , 2021.

Links | BibTeX | Schlagwörter:

Schultes, Johanna; Stiglmayr, Michael; Klamroth, Kathrin; Hahn, Camilla

Hypervolume Scalarization for Shape Optimization to Improve Reliability and Cost of Ceramic Components Artikel

In: Optimization and Engineering, 2021.

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Ekeris, Tilo; Meyes, Richard; Meisen, Tobias

Discovering Heuristics And Metaheuristics For Job Shop Scheduling From Scratch Via Deep Reinforcement Learning Buchkapitel mit eigenem Titel

In: Proceedings of the 2nd Conference on Production Systems and Logistics (CPSL~2021), 2021.

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Tilgner, Stephan; Wagner, Daniel; Kalischewski, Kathrin; Schmitz, Jan-Christoph; Kummert, Anton

Study on the Influence of Multiple Image Inputs of a Multi-View Fusion Neural Network Based on Grad-CAM and Masked Image Inputs Inproceedings

In: 2020 28th European Signal Processing Conference (EUSIPCO), S. 1427–1431, 2021.

Links | BibTeX | Schlagwörter:

Tercan, Hasan; Deibert, Philipp; Meisen, Tobias

Continual learning of neural networks for quality prediction in production using memory aware synapses and weight transfer Artikel

In: Journal of Intelligent Manufacturing, 2021, ISSN: 0956-5515.

Links | BibTeX | Schlagwörter:

Tercan, Hasan; Bitter, Christian; Bodnar, Todd; Meisen, Philipp; Meisen, Tobias

Evaluating a Session-based Recommender System using Prod2vec in a Commercial Application Inproceedings

In: Proceedings of the 23rd International Conference on Enterprise Information Systems, S. 610–617, SCITEPRESS - Science and Technology Publications, 2021, ISBN: 978-989-758-509-8.

Links | BibTeX | Schlagwörter:

Teng, Long

Gradient boosting-based numerical methods for high-dimensional backward stochastic differential equations Sonstige

2021.

BibTeX | Schlagwörter:

Samsonov, Vladimir; Kemmerling, Marco; Paegert, Maren; Lütticke, Daniel; Sauermann, Frederick; Gützlaff, Andreas; Schuh, Günther; Meisen, Tobias

Manufacturing Control in Job Shop Environments with Reinforcement Learning Inproceedings

In: Proceedings of the 13th International Conference on Agents and Artificial Intelligence, S. 589–597, SCITEPRESS - Science and Technology Publications, 2021, ISBN: 978-989-758-484-8.

Links | BibTeX | Schlagwörter:

Chan, Robin; Lis, Krzysztof; Uhlemeyer, Svenja; Blum, Hermann; Honari, Sina; Siegwart, Roland; Salzmann, Mathieu; Fua, Pascal; Rottmann, Matthias

SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation Artikel

In: CoRR, abs/2104.14812 , 2021.

Links | BibTeX | Schlagwörter:

Riedlinger, Tobias; Rottmann, Matthias; Schubert, Marius; Gottschalk, Hanno

Gradient-Based Quantification of Epistemic Uncertainty for Deep Object Detectors Artikel

In: arXiv preprint arXiv:2107.04517, 2021.

Links | BibTeX | Schlagwörter:

Colling, Pascal; Roese-Koerner, Lutz; Gottschalk, Hanno; Rottmann, Matthias

MetaBox+: A new region based active learning method for semantic segmentation using priority maps Inproceedings

In: ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, S. 51–62, SciTePress, 2021, ISBN: 9789897584862.

Links | BibTeX | Schlagwörter:

Chan, Robin; Rottmann, Matthias; Gottschalk, Hanno

Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation Inproceedings

In: The IEEE/CVF International Conference on Computer Vision (ICCV), 2021.

BibTeX | Schlagwörter:

Chan, Robin; Lis, Krzysztof; Uhlemeyer, Svenja; Blum, Hermann; Honari, Sina; Siegwart, Roland; Salzmann, Mathieu; Fua, Pascal; Rottmann, Matthias

SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation Sonstige

2021.

BibTeX | Schlagwörter:

Brüggemann, Dominik; Bracke, Stefan; Gottschalk, Hanno; Rottmann, Matthias; Maag, Kira; Chan, Robin; Schubert, Marius

Ansätze zur Verbesserung KI-basierter Systeme für das autonome Fahren Inproceedings

In: Leyendecker, Bert (Hrsg.): Qualitätsmanagement in den 20er Jahren - Trends und Perspektiven, S. 100–119, Springer Berlin Heidelberg, Berlin, Heidelberg, 2021, ISBN: 978-3-662-63243-7.

BibTeX | Schlagwörter:

Gaul, Daniela; Klamroth, Kathrin; Stiglmayr, Michael

Solving the Dynamic Dial-a-Ride Problem Using a Rolling-Horizon Event-Based Graph Buchkapitel mit eigenem Titel

In: 21st Symposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems (ATMOS 2021), 85 , S. 12:1–12:15, 2021.

BibTeX | Schlagwörter:

Gaul, Daniela; Klamroth, Kathrin; Stiglmayr, Michael

Event-based MILP models for ride-hailing applications Artikel

In: arXiv e-prints, 2021.

Links | BibTeX | Schlagwörter:

Drygala, Claudia; Rottmann, Matthias; Gottschalk, Hanno; Friedrichs, Klaus; Kurbiel, Thomas

Background-Foreground Segmentation for Interior Sensing in Automotive Industry Artikel

In: arXiv preprint arXiv:2109.09410, 2021.

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2020

Brüggemann, Dominik; Bracke, Stefan; Chan, Robin; Rottmann, Matthias; Gottschalk, Hanno

Detecting out of distribution objects in semantic segmentation of street scenes Inproceedings

In: The 30th European Safety and Reliability Conference (ESREL), 2020.

BibTeX | Schlagwörter:

Doganay, Onur Tanil; Gottschalk, Hanno; Hahn, Camilla; Klamroth, Kathrin; Schultes, Johanna; Stiglmayr, Michael

Gradient based biobjective shape optimization to improve reliability and cost of ceramic components Artikel

In: Optimization and Engineering, 21 (4), S. 1359–1387, 2020.

Links | BibTeX | Schlagwörter:

Oberdiek, Philipp; Rottmann, Matthias; Fink, Gernot A.

Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation Inproceedings

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020.

BibTeX | Schlagwörter:

Oberdiek, Philipp; Rottmann, Matthias; Fink, Gernot A.

Detection and retrieval of out-of-distribution objects in semantic segmentation Inproceedings

In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, S. 1331–1340, 2020, ISBN: 9781728193601.

Links | BibTeX | Schlagwörter:

Ostendorff, Malte; Ruas, Terry; Schubotz, Moritz; Gipp, Bela

Pairwise Multi-Class Document Classification for Semantic Relations Between Wikipedia Articles Inproceedings

In: Proceedings of the Annual International ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2020.

BibTeX | Schlagwörter:

Meyes, Richard; Schneider, Moritz; Meisen, Tobias

How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents Artikel

In: 2020.

Links | BibTeX | Schlagwörter:

Meyes, Richard; Puiseau, Constantin Waubert; Posada-Moreno, Andres; Meisen, Tobias

Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations Artikel

In: 2020.

Links | BibTeX | Schlagwörter:

Baer, Schirin; Turner, Danielle Chelsea; Mohanty, Punit Kumar; Samsonov, Vladimir; Bakekeu, Jupiter Romuald; Meisen, Tobias

Multi Agent Deep Q-Network Approach for Online Job Shop Scheduling in Flexible Manufacturing Buchkapitel mit eigenem Titel

In: Proceedings of the 7th International Conference on Industrial Engineering and Applications (ICIEA), 2020.

BibTeX | Schlagwörter:

Backhaus, J.; Bolten, M.; Doganay, O. T.; Ehrhardt, M.; Engel, B.; Frey, C.; Gottschalk, H.; Günther, M.; Hahn, C.; Jäcksche, J.; Jaksch, P.; Klamroth, K.; Liefke, A.; Luft, D.; Mäde, L.; Marciniak, V.; Reese, M.; Schultes, J.; Schulz, V.; Schmitz, S.; Steiner, J.; Stiglmayr, M.

Mathematical MSO for Power Engineering and Management Buchkapitel mit eigenem Titel

In: Goettlich, M. Herty S.; Milde, A. (Hrsg.): Springer Berlin / Heidelberg, 2020.

BibTeX | Schlagwörter:

Asatryan, Hayk; Gottschalk, Hanno; Lippert, Marieke; Rottmann, Matthias

A Convenient Infinite Dimensional Framework for Generative Adversarial Learning Sonstige

2020.

BibTeX | Schlagwörter:

Otte, Thomas; Gannouni, Aymen; Meisen, Tobias

The future of urban freight transport: A data-driven consolidation approach to accompany cities on their path to zero redundancy in freight movement Inproceedings

In: 27th ITS World Congress via 1st Virtual ITS European Congress, 2020.

Links | BibTeX | Schlagwörter:

Baer, Schirin; Mohanty, Punit Kumar; Turner, Danielle Chelsea; Meisen, Tobias

Multi Agent Deep Q-Network Approach for Online Job Shop Scheduling in Flexible Manufacturing Buchkapitel mit eigenem Titel

In: International Conference on Manufacturing Systems and Multiple Machies (ICMSMM 2020), 2020.

BibTeX | Schlagwörter:

Pomp, André; Paulus, Alexander; Burgdorf, Andreas; Meisen, Tobias

Verbesserung der Nutzbarkeit von Open Data auf Basis eines semantischen Datenmarktplatzes Buchkapitel mit eigenem Titel

In: OKNRW - ONLINE BARCAMP 2020 Science-Track, S. 14–15, 2020.

Links | BibTeX | Schlagwörter:

Pomp, André; Kraus, Vadim; Poth, Lucian; Meisen, Tobias

Semantic Concept Recommendation for Continuously Evolving Knowledge Graphs Inproceedings

In: Filipe, Joaquim; 'Smiałek, Michał; Brodsky, Alexander; Hammoudi, Slimane (Hrsg.): Enterprise Information Systems, S. 361–385, Springer International Publishing AG, Cham, 2020, ISBN: 978-3-030-40783-4.

Links | BibTeX | Schlagwörter:

Pomp, André

Bottom-up Knowledge Graph-based Data Management Buch

1. Auflage, Shaker, Düren, 2020, ISBN: 9783844075311.

BibTeX | Schlagwörter:

Bellgardt, Martin; Scheiderer, Christian; Kuhlen, Torsten W.

An Immersive Node-Link Visualization of Artificial Neural Networks for Machine Learning Experts Inproceedings

In: 2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR), S. 33–36, IEEE, 2020, ISBN: 978-1-7281-7463-1.

Links | BibTeX | Schlagwörter:

Lang, B.; Müller, D.; Arndt, H.; Bartel, A.; Blankenagel, K.; Gottschalk, H.; Günther, M.; Humbert, L.; Jacob, B.; Klamroth, K.; Rüdiger, B.; Späth, B.; Stiglmayr, M.; Wyss, C.

Die Stimmen der Fächer hören Buchkapitel mit eigenem Titel

In: Heer, Michaela; Heinen, Ulrich (Hrsg.): S. 413–428, Schoeningh Ferdinand GmbH, 2020.

BibTeX | Schlagwörter:

Kremser, Ron; Grabowski, Niclas; Düssel, Roman; Mulder, Albert; Tutsch, Dietmar

Anode Effect Prediction in Hall-Héroult Cells Using Time Series Characteristics Artikel

In: Applied Sciences, 10 (24), S. 9050, 2020.

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417 Einträge « 1 von 9 »