Research output per year
Research output per year
About
Organisation profile
The section uses artificial intelligence and data science to answer a range of research questions from design and development of high‑impact clinical decision support tools to energy engineering.
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Dive into the research topics where SDU Applied AI and Data Science is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Victoria Blanes-Vidal
- The Maersk Mc-Kinney Moller Institute
- SDU Applied AI and Data Science - Associate Professor
Person: VIP
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Jan-Matthias Braun
- The Maersk Mc-Kinney Moller Institute
- SDU Applied AI and Data Science - Assistant Professor
Person: VIP
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Nataliya Chukhrova
- The Maersk Mc-Kinney Moller Institute
- SDU Applied AI and Data Science - Assistant Professor
Person: VIP
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Vinay Chakravarthi Gogineni
- The Maersk Mc-Kinney Moller Institute
- SDU Applied AI and Data Science - Assistant Professor
Person: VIP
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Smith Khare
- The Maersk Mc-Kinney Moller Institute
- SDU Applied AI and Data Science - Assistant Professor
Person: VIP
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Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive Filters
Gogineni, V. C., Sambangi, R., Alex, D., Mula, S. & Werner, S., 1. Feb 2023, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 70, 2, p. 833-845 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Asynchronous Online Federated Learning with Reduced Communication Requirements.
Gauthier, F., Gogineni, V. C., Werner, S., Huang, Y-F. & Kuh, A., 2023, In: Computing Research Repository (CoRR). abs/2303.15226Research output: Contribution to journal › Journal article › Research › peer-review
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Butterfly network: a convolutional neural network with a new architecture for multi-scale semantic segmentation of pedestrians
Alavianmehr, M. A., Helfroush, M. S., Danyali, H. & Tashk, A., Feb 2023, In: Journal of Real-Time Image Processing. 20, 1, 17 p., 9.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
Communication-Efficient Online Federated Learning Strategies for Kernel Regression
Gogineni, V. C., Werner, S., Huang, Y. F. & Kuh, A., 1. Mar 2023, In: IEEE Internet of Things Journal. 10, 5, p. 4531-4544 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Distributed Quantile Regression with Non-Convex Sparse Penalties
Mirzaeifard, R., Gogineni, V. C., Venkategowda, N. K. D. & Werner, S., 2023, Proceedings of the 22nd IEEE Statistical Signal Processing Workshop, SSP 2023. IEEE Computer Society, p. 250-254 5 p. (IEEE Workshop on Statistical Signal Processing Proceedings, Vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Activities
- 2 Editor of research journal
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PLOS ONE (Journal)
Victoria Blanes-Vidal (Peer reviewer)
2022 → …Activity: Editorial work and peer review › Editor of research journal › Research
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Scientific Reports (Journal)
Victoria Blanes-Vidal (Peer reviewer)
2022Activity: Editorial work and peer review › Editor of research journal › Research
Projects
- 1 Finished
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EU H2020: TeamPlay
Ebeid, E. S. M., Lundquist, U. P. S., Sahafi, A. & Seewald, A.
01/01/2018 → 31/12/2020
Project: Research
Press/Media
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Forskere finder sammenhæng mellem trafikstøj og tinnitus
22/02/2023
1 Media contribution
Press/Media: Press / Media
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Trafikstøj kan øge risikoen for tinnitus, antyder dansk studie
13/02/2023
1 Media contribution
Press/Media: Press / Media
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270 millioner til støjbekæmpelse kan mindske tinnitus
10/02/2023
1 Media contribution
Press/Media: Press / Media
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Mennesker med autisme har brug for rollemodeller
09/02/2023
1 Media contribution
Press/Media: Press / Media
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Trafikstøj kan øge risikoen for at få tinnitus
06/02/2023
1 Media contribution
Press/Media: Press / Media
Teaching
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Artificial Intelligence for Healthcare Data - Summer School
, Manuella Lech Cantuaria & Jan-Matthias Braun 09/08/2021 → 20/08/2023
Course: Teaching
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Epilepsy Detection with Deep Neural Network
Jan-Matthias Braun 01/02/2023 → 01/06/2023
Course: Supervision