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- 2021
- Published
A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games
Biermann, H., Theiner, J., Bassek, M., Raabe, D., Memmert, D. & Ewerth, R., 20 Oct 2021, MMSports'21: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports. Lienhart, R., Moeslund, T. B. & Saito, H. (eds.). Association for Computing Machinery (ACM), p. 1-10 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multilinear Modelling of Faces and Expressions
Grasshof, S., Ackermann, H., Brandt, S. S. & Ostermann, J., Oct 2021, In: IEEE Trans. Pattern Anal. Mach. Intell.. 43, 10, p. 3540-3554 15 p., 9067086.Research output: Contribution to journal › Article › Research › peer review
AutoML for Multi-Label Classification: Overview and Empirical Evaluation
Wever, M., Tornede, A., Mohr, F. & Hullermeier, E., 1 Sept 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3037-3054 18 p., 9321731.Research output: Contribution to journal › Review article › Research › peer review
- Published
Auto-PyTorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL
Zimmer, L., Lindauer, M. & Hutter, F., 1 Sept 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3079-3090 12 p., 9382913.Research output: Contribution to journal › Article › Research › peer review
Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning
Mohr, F., Wever, M., Tornede, A. & Hullermeier, E., 1 Sept 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3055-3066 12 p., 9347828.Research output: Contribution to journal › Article › Research › peer review
- Published
Unsupervised Video Summarization via Multi-source Features
Kanafani, H., Ghauri, J. A., Hakimov, S. & Ewerth, R., 1 Sept 2021, ICMR 2021: Proceedings of the 2021 International Conference on Multimedia Retrieval. p. 466-470 5 p. (ICMR 2021 - Proceedings of the 2021 International Conference on Multimedia Retrieval).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019
Liu, Z., Pavao, A., Xu, Z., Escalera, S., Ferreira, F., Guyon, I., Hong, S., Hutter, F., Ji, R., Junior, J. C. S. J., Li, G., Lindauer, M., Luo, Z., Madadi, M., Nierhoff, T., Niu, K., Pan, C., Stoll, D., Treguer, S., Wang, J., Wang, P., Wu, C., Xiong, Y., Zela, A. & Zhang, Y., 1 Sept 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3108-3125 18 p., 9415128.Research output: Contribution to journal › Article › Research › peer review
The Meant, the Said, and the Understood: Conversational Argument Search and Cognitive Biases
Kiesel, J., Spina, D., Wachsmuth, H. & Stein, B., 27 Jul 2021, Proceedings of the 3rd Conference on Conversational User Interfaces, CUI 2021. Association for Computing Machinery (ACM), 5 p. 20Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Development and application of sentiment analysis tools in software engineering: A systematic literature review
Obaidi, M. & Klünder, J., 21 Jun 2021, Proceedings of EASE 2021: Evaluation and Assessment in Software Engineering. Association for Computing Machinery (ACM), p. 80-89 10 p. (ACM International Conference Proceeding Series).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Metadata analysis of open educational resources
Tavakoli, M., Elias, M., Kismihók, G. & Auer, S., 12 Apr 2021, LAK21: 11th International Learning Analytics and Knowledge Conference. New York: Association for Computing Machinery (ACM), p. 626-631 6 p. (ACM International Conference Proceeding Series).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Circular Fields and Predictive Multi-Agents for Online Global Trajectory Planning
Becker, M., Lilge, T., Müller, M. & Haddadin, S., Apr 2021, In: IEEE Robotics and Automation Letters. 6, 2, p. 2618-2625 8 p., 9362166.Research output: Contribution to journal › Article › Research › peer review
- Published
Interval-Based Visual-LiDAR Sensor Fusion
Voges, R. & Wagner, B., Apr 2021, In: IEEE Robotics and Automation Letters. 6, 2, p. 1304 - 1311 8 p., 9349119.Research output: Contribution to journal › Article › Research › peer review
- Published
Hybrid Monocular SLAM Using Double Window Optimization
Luo, H., Pape, C. & Reithmeier, E., 31 Mar 2021, In: IEEE Robotics and Automation Letters. 6, 3, p. 4899-4906 8 p., 9392262.Research output: Contribution to journal › Article › Research › peer review
Visual Analysis of Argumentation in Essays
Kiesel, D., Riehmann, P., Wachsmuth, H., Stein, B. & Froehlich, B., 15 Feb 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 2, p. 1139-1148 10 p., 9222553.Research output: Contribution to journal › Article › Research › peer review
- Published
Comparison of random sampling and heuristic optimization-based methods for determining the flexibility potential at vertical system interconnections
Gerster, J., Sarstedt, M., Veith, E., Hofmann, L. & Lehnhoff, S., 2021, p. 1-9. 9 p.Research output: Contribution to conference › Paper › Research › peer review
- Published
Context-Aware Layout to Image Generation with Enhanced Object Appearance
He, S., Liao, W., Yang, M. Y., Yang, Y., Song, Y., Rosenhahn, B. & Xiang, T., 2021, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 15044-15053 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images
Kluger, F., Ackermann, H., Brachmann, E., Yang, M. Y. & Rosenhahn, B., 2021, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 13065-13074 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Detection of Chest Deviation During Breathing Using a Depth Camera
Tymkovych, M., Selivanova, K., Avrunin, O. & Gryshkov, O., 2021, 2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology, PIC S and T 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 85-88 4 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Efficient Scalable Temporal Web Graph Store
Vo, K. D., Zerr, S., Zhu, X. & Nejdl, W., 2021, 2021 IEEE International Conference on Big Data (Big Data). Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 263-273 11 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Game State and Action Abstracting Monte Carlo Tree Search for General Strategy Game-Playing
Dockhorn, A., Hurtado-Grueso, J., Jeurissen, D., Xu, L. & Perez-Liebana, D., 2021, 2021 IEEE Conference on Games, CoG 2021. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2021-August).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review