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- 2022
- Published
Mixed Reality Agent-Based Framework for Pedestrian-Cyclist Interaction
Kamalasanan, V., Mukbil, A., Sester, M. & Muller, J. P., 2022, 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022. Institute of Electrical and Electronics Engineers Inc., p. 363-368 6 p. (IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 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
OntoJob: Automated Ontology Learning from Labor Market Data
Vrolijk, J., Mol, S. T., Weber, C., Tavakoli, M., Kismihok, G. & Pelucchi, M., 2022, Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 195-200 6 p. (Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Performance Analysis of Universal Robot Control System Using Networked Predictive Control
Noroozi, M. & Kies, L., 2022, Proceedings 2022 7th International Conference on Robotics and Automation Engineering, ICRAE 2022. Institute of Electrical and Electronics Engineers Inc., p. 227-232 6 p. (2022 7th International Conference on Robotics and Automation Engineering, ICRAE 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Prediction of variable forecast horizons with artificial neural networks by embedding the temporal resolution warping
Kellermann, C., Neumann, E. & Ostermann, J., 2022, 2022 International Conference on Control, Automation and Diagnosis, ICCAD 2022. Institute of Electrical and Electronics Engineers Inc., ( International Conference on Control, Automation and Diagnosis).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Reasoning Mechanism for the Implementation of Computational Design Synthesis
Muller, P., Gembarski, P. C. & Lachmayer, R., 2022, INES 2022 - 26th IEEE International Conference on Intelligent Engineering Systems 2022, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 79-84 6 p. (INES 2022 - 26th IEEE International Conference on Intelligent Engineering Systems 2022, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SmartHeaP: A High-level Programmable, Low Power, and Mixed-Signal Hearing Aid SoC in 22nm FD-SOI
Karrenbauer, J. C., Klein, S. C., Schönewald, S. J., Gerlach, L. K., Blawat, M., Benndorf, J. & Blume, H. C., 2022, ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC). p. 265-268 4 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Telecom-compatible, affordable and scalable quantum technologies
Montaut, N., Roztocki, P., Chemnitz, M., Sciara, S., MacLellan, B., Fischer, B., Jestin, Y., Cortes, L. R., Zhang, Y., Azana, J., Morandotti, R., Chu, S. T., Moss, D. J., Reimer, C., Kues, M., Little, B. E., Yu, H., Wang, Z., Caspani, L., Wetzel, B., Munro, W. J., Loranger, S., Kashyap, R. & Cino, A., 2022, 2022 IEEE Photonics Conference, IPC 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Photonics Conference, IPC 2022 - Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Towards building reliable deep learning based driver identification systems
Zeng, L., Al-Rifai, M., Nolting, M. & Nejdl, W., 2022, 2022 IEEE 34th International Conference on Tools with Artificial Intelligence, ICTAI 2022. Reformat, M., Zhang, D. & Bourbakis, N. G. (eds.). p. 766-773 8 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2022-October).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Vector-Quantized Zero-Delay Deep Autoencoders for the Compression of Electrical Stimulation Patterns of Cochlear Implants using STOI
Hinrichs, R., Ortmann, F. & Ostermann, J., 2022, 2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences : (IECBES). Institute of Electrical and Electronics Engineers Inc., p. 165-170 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2021
GL-GCN: Global and Local Dependency Guided Graph Convolutional Networks for aspect-based sentiment classification
Zhu, X., Zhu, L., Guo, J., Liang, S. & Dietze, S., 30 Dec 2021, In: Expert systems with applications. 186, 115712.Research output: Contribution to journal › Article › Research › peer review
Machine learning the derivative discontinuity of density-functional theory
Gedeon, J., Schmidt, J., Hodgson, M. J. P., Wetherell, J., Benavides-Riveros, C. L. & Marques, M. A. L., 15 Dec 2021, In: Machine Learning: Science and Technology. 3, 1, 13 p., 015011.Research output: Contribution to journal › Article › Research › peer review
- Published
Making design decisions under uncertainties: probabilistic reasoning and robust product design
Gembarski, P. C., Plappert, S. & Lachmayer, R., Dec 2021, In: Journal of Intelligent Information Systems. 57, 3, p. 563-581 19 p.Research output: Contribution to journal › Article › Research › peer review
Exploring user historical semantic and sentiment preference for microblog sentiment classification
Zhu, X., Wu, J., Zhu, L., Guo, J., Yu, R., Boland, K. & Dietze, S., 13 Nov 2021, In: NEUROCOMPUTING. 464, p. 141-150 10 p.Research output: Contribution to journal › Article › Research › peer review
- Published
How compatible is Alexa with dual tasking? Towards intelligent personal assistants for dual-task situations
Ahire, S., Priegnitz, A., Önbas, O., Rohs, M. & Nejdl, W., 9 Nov 2021, HAI 2021: Proceedings of the 9th International User Modeling, Adaptation and Personalization Human-Agent Interaction. p. 103-111 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Model Selection for Servo Control Systems
Tantau, M., Perner, L. & Wielitzka, M., 21 Oct 2021, In: International Journal of Mechatronics and Automation. 8, 3, p. 111-125 15 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Data-Driven H∞ Optimal Output Feedback Control for Linear Discrete-Time Systems Based on Off-Policy Q-Learning
Zhang, L., Fan, J., Xue, W., Lopez, V. G., Li, J., Chai, T. & Lewis, F. L., 18 Oct 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 7, p. 3553-3567 15 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Genetic-algorithm-optimized neural networks for gravitational wave classification
Deighan, D. S., Field, S. E., Capano, C. D. & Khanna, G., 1 Oct 2021, In: Neural Computing and Applications. 33, 20, p. 13859-13883 25 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Compact representations for efficient storage of semantic sensor data
Karim, F., Vidal, M. E. & Auer, S., Oct 2021, In: Journal of Intelligent Information Systems. 57, 2, p. 203–228 26 p.Research output: Contribution to journal › Article › 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