Publikationen

Publikationen von Wissenschaftlern aus BIT und IZMD

456 Einträge « 1 von 10 »

2021

Böhme, Oliver; Meisen, Tobias

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

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 Konferenzbeitrag

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 Konferenzbeitrag

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 Konferenzbeitrag

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.

Links | BibTeX | Schlagwörter:

Langer, Tristan; Meisen, Tobias

Visual Analytics for Industrial Sensor Data Analysis Konferenzbeitrag

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, Bd. 12, Nr. 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, Bd. 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 Konferenzbeitrag

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, Nr. 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, Bd. 9, Nr. 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, Nr. 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, Bd. 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.

Links | BibTeX | Schlagwörter:

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.

Links | BibTeX | Schlagwörter:

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 Konferenzbeitrag

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 Konferenzbeitrag

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 Konferenzbeitrag

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:

Stiglmayr, Michael; Uhlemeyer, Svenja; Uhlemeyer, Björn

Determining Cost-Efficient Controls of Electrical Energy Storages Using Dynamic Programming Artikel

In: submitted to Electric Power Systems Research, 2021.

BibTeX | Schlagwörter:

Maag, Kira; Rottmann, Matthias; Varghese, Serin; Hüger, Fabian; Schlicht, Peter; Gottschalk, Hanno

Improving video instance segmentation by light-weight temporal uncertainty estimates Konferenzbeitrag

In: 2021 International Joint Conference on Neural Networks (IJCNN), S. 1–8, 2021.

BibTeX | Schlagwörter:

Maag, Kira

False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates Artikel

In: arXiv preprint arXiv:2106.14474, 2021.

BibTeX | Schlagwörter:

Maack, Robert F.; Tercan, Hasan; Solvay, Alexia F.; Mieth, Maximilian; Meisen, Tobias

Fault Detection in Railway Switches using Deformable Convolutional Neural Networks Konferenzbeitrag

In: 2021 IEEE 19th International Conference on Industrial Informatics (INDIN), S. 1–6, IEEE, 2021, ISBN: 978-1-7281-4395-8.

Links | BibTeX | Schlagwörter:

Maack, Robert F.; Tercan, Hasan; Solvay, Alexia F.; Mieth, Maximilian; Meisen, Tobias

Fault Detection in Railway Switches using Deformable Convolutional Neural Networks Konferenzbeitrag

In: 2021 IEEE 19th International Conference on Industrial Informatics (INDIN), S. 1–6, IEEE, 2021, ISBN: 978-1-7281-4395-8.

Links | BibTeX | Schlagwörter:

Reiners, Malena; Klamroth, Kathrin; Stiglmayr, Michael

Efficient and Sparse Neural Networks by Pruning Weights in a Multiobjective Learning Approach Artikel

In: Computers and Operations Research, 2021.

BibTeX | Schlagwörter:

Stiglmayr, Michael; Figueira, José Rui; Klamroth, Kathrin; Paquete, Luís; Schulze, Britta

Decision Space Robustness for Multiobjective Integer Linear Programming Artikel

In: Annals of Operations Research, 2021.

BibTeX | Schlagwörter:

Stiglmayr, Michael; Gaul, Daniela

Projekt Ride-Hailing Wuppertal Buchkapitel mit eigenem Titel

In: Ehrhardt, Matthias; G, Michael (Hrsg.): Erfolgsformeln - Anwendungen der Mathematik, 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 Artikel

In: CoRR, Bd. abs/2104.14812, 2021.

Links | BibTeX | Schlagwörter:

Varghese, Serin; Gujamagadi, Sharat; Klingner, Marvin; Kapoor, Nikhil; Bar, Andreas; Schneider, Jan David; Maag, Kira; Schlicht, Peter; Huger, Fabian; Fingscheidt, Tim

An Unsupervised Temporal Consistency (TC) Loss To Improve the Performance of Semantic Segmentation Networks Konferenzbeitrag

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, S. 12–20, 2021.

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:

Rosebrock, Christoph; Bracke, Stefan

Detection of Defects on Printed Circuit Boards Using Instance Segmentation Konferenzbeitrag

In: Castanier, Bruno; Cepin, Marko; Bigaud, David; Berenguer, Christophe (Hrsg.): Proceedings of the 31st European Safety and Reliability Conference (ESREL 2021), S. 1047–1053, Research Publishing Services, Singapore, 2021, ISBN: 978-981-18-2016-8.

Links | BibTeX | Schlagwörter:

Scheiderer, Christian; Dorndorf, Nik; Meisen, Tobias

Effects of Domain Randomization on Simulation-to-Reality Transfer of Reinforcement Learning Policies for Industrial Robots Buchkapitel mit eigenem Titel

In: Arabnia, Hamid R.; Ferens, Ken; Fuente, David La; Kozerenko, Elena B.; Varela, José Angel Olivas; Tinetti, Fernando G. (Hrsg.): Advances in Artificial Intelligence and Applied Cognitive Computing, S. 157–169, Springer International Publishing and Imprint Springer, Cham, 2021, ISBN: 978-3-030-70295-3.

Links | BibTeX | Schlagwörter:

Klamroth, Kathrin; Stiglmayr, Michael; Sudhoff, Julia

Multi-objective Matroid Optimization with Ordinal Weights Artikel

In: math.OC, Bd. arXiv:2109.13804, 2021.

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 Konferenzbeitrag

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:

Burger, Martin; Pinnau, Rene; Totzeck, Claudia; Tse, Oliver

Mean-field optimal control and optimality conditions in the space of probability measures Artikel

In: SIAM Journal of Control and Optimization, Bd. 59, Nr. 2, S. 977–1006, 2021.

BibTeX | Schlagwörter:

Burger, Martin; Kreusser, Lisa Maria; Totzeck, Claudia

Mean-field optimal control for biological pattern formation Artikel

In: ESAIM COCV, Bd. 27, Nr. 40, 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:

Friesen, Martin; Gottschalk, Hanno; Rüdiger, Barbara; Tordeux, Antoine

Spontaneous wave formation in stochastic self-driven particle systems Artikel

In: SIAM Journal on Applied Mathematics, Bd. 81, Nr. 3, S. 853–870, 2021.

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.

Links | BibTeX | Schlagwörter:

Bolten, Matthias; Doganay, Onur Tanil; Gottschalk, Hanno; Klamroth, Kathrin

Tracing Locally Pareto-Optimal Points by Numerical Integration Artikel

In: SIAM Journal on Control and Optimization, Bd. 59, Nr. 5, S. 3302–3328, 2021.

BibTeX | Schlagwörter:

Backhaus, Jan; Bolten, Matthias; Doganay, Onur Tanil; Ehrhardt, Matthias; Engel, Benedikt; Frey, Christian; Gottschalk, Hanno; Günther, Michael; Hahn, Camilla; Jäschke, Jens; others,

GivEn---Shape Optimization for Gas Turbines in Volatile Energy Networks Buchkapitel mit eigenem Titel

In: Mathematical Modeling, Simulation and Optimization for Power Engineering and Management, S. 71–106, Springer, 2021.

BibTeX | Schlagwörter:

Gaul, Daniela; Schmidt, Daniel R.

Chvátal-Gomory cuts for the Steiner tree problem Artikel

In: Discrete Applied Mathematics, Bd. 291, S. 188–200, 2021.

Links | BibTeX | Schlagwörter:

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

When to Message: Investigating User Response Prediction with Machine Learning for Advertisement Emails Konferenzbeitrag

In: 2021 4th International Conference on Artificial Intelligence for Industries (AI4I), S. 25–29, IEEE, 2021, ISBN: 978-1-6654-3410-2.

Links | BibTeX | Schlagwörter:

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

When to Message: Investigating User Response Prediction with Machine Learning for Advertisement Emails Konferenzbeitrag

In: 2021 4th International Conference on Artificial Intelligence for Industries (AI4I), S. 25–29, IEEE, 2021, ISBN: 978-1-6654-3410-2.

Links | BibTeX | Schlagwörter:

Houben, Sebastian; Abrecht, Stephanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; others,

Inspect, understand, overcome: A survey of practical methods for ai safety Artikel

In: arXiv preprint arXiv:2104.14235, 2021.

BibTeX | Schlagwörter:

Gottschalk, Hanno; Rottmann, Matthias; Saltagic, Maida

Does Redundancy in AI Perception Systems Help to Test for Super-Human Automated Driving Performance? Artikel

In: arXiv preprint arXiv:2112.04758, 2021.

BibTeX | Schlagwörter:

456 Einträge « 1 von 10 »