Find publications
- 2022
- Published
Multivariate Time Series Analysis: An Interpretable CNN-based Model
Younis, R., Zerr, S. & Ahmadi, Z., 2022, 2022 IEEE 9th International Conference on Data Science and Advanced Analytics : (DSAA). Huang, J. Z., Pan, Y., Hammer, B., Khan, M. K., Xie, X., Cui, L. & He, Y. (eds.). Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Quantifizierung des materialbezogenen ökologischen Impacts von topologieoptimierten Multimaterialbauteilen
Herrmann, K., Bode, B., Wurst, J., Gembarski, P. C., Mozgova, I. & Lachmayer, R., 2022, DS 119: Proceedings of the 33rd Symposium Design for X (DFX2022). Krause, D., Paetzold, K. & Wartzack, S. (eds.). (DfX).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Semantic Segmentation Of Natural And Man-Made Fruits Using A Spatial-Spectral Two-Branches-Cnn For Sparse Data
Pestel-Schiller, U., Yang, Y. & Ostermann, J., 2022, 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2022-September).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Text to Image Generation with Semantic-Spatial Aware GAN
Liao, W., Hu, K., Yang, M. Y. & Rosenhahn, B., 2022, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 18166-18175 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2021
- Published
Remote Laboratory for Activating Lecture Hall Teaching and Distance Learning
Haack, M. & Jambor, T. N., 20 Dec 2021, TEEM'21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21). Alier, M. & Fonseca, D. (eds.). p. 536-542 7 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 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