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Nina Wiedemann
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POCOVID-Net: automatic detection of COVID-19 from a new lung ultrasound imaging dataset (POCUS)
J Born, G Brändle, M Cossio, M Disdier, J Goulet, J Roulin, N Wiedemann
arXiv preprint arXiv:2004.12084, 2020
1862020
Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis
J Born*, N Wiedemann*, M Cossio, C Buhre, G Brändle, K Leidermann, ...
Applied Sciences 11 (2), 672, 2021
155*2021
Behavioral responses to noxious stimuli shape the perception of pain
ES May, L Tiemann, P Schmidt, MM Nickel, N Wiedemann, C Dresel, ...
Scientific Reports 7 (1), 44083, 2017
212017
Trackintel: An open-source Python library for human mobility analysis
H Martin, Y Hong, N Wiedemann, D Bucher, M Raubal
Computers, Environment and Urban Systems 101, 101938, 2023
132023
Graph-based mobility profiling
H Martin, N Wiedemann, DJ Reck, M Raubal
Computers, Environment and Urban Systems 100, 101910, 2023
92023
Traffic4cast at NeurIPS 2021-Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
C Eichenberger, M Neun, H Martin, P Herruzo, M Spanring, Y Lu, S Choi, ...
NeurIPS 2021 Competitions and Demonstrations Track, 97-112, 2022
82022
Towards a Framework for Predictive Maintenance Strategies in Mechanical Engineering–A Method-Oriented Literature Analysis
N Wiedemann, F Kammler, A Varwig, O Thomas
Wirtschaftsinformatik (WI) 2019, 2019
62019
Unlocking social network analysis methods for studying human mobility
N Wiedemann, H Martin, M Raubal
AGILE: GIScience Series (Best Paper Award) 3, 19, 2022
52022
Influence of tracking duration on the privacy of individual mobility graphs
N Wiedemann, H Martin, E Suel, Y Hong, Y Xin
Journal of Location Based Services, 1-19, 2023
4*2023
Training Efficient Controllers via Analytic Policy Gradient
N Wiedemann, V Wüest, A Loquercio, M Müller, D Floreano, ...
IEEE Conference on Robotics and Automation (ICRA 2023), 2022
32022
National-scale bi-directional EV fleet control for ancillary service provision
L Nespoli, N Wiedemann, E Suel, Y Xin, M Raubal, V Medici
Energy Informatics 6 (1), 1-20, 2023
22023
Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities
M Neun, C Eichenberger, Y Xin, C Fu, N Wiedemann, H Martin, M Tomko, ...
IEEE Transactions on Intelligent Transportation Systems, 2023
22023
An Optimization Framework for Power Infrastructure Planning
N Wiedemann, D Adjiashvili
IEEE Transactions on Power Systems 37 (2), 1207-1217, 2021
22021
A Tracking System For Baseball Game Reconstruction
N Wiedemann, C Dietrich, CT Silva
arXiv preprint arXiv:2003.03856, 2020
22020
Spatially-aware station based car-sharing demand prediction
DJ Mühlematter, N Wiedemann, Y Xin, M Raubal
Journal of Transport Geography 114, 103765, 2024
1*2024
Vehicle-to-grid for car sharing--A simulation study for 2030
N Wiedemann, Y Xin, V Medici, L Nespoli, E Suel, M Raubal
arXiv preprint arXiv:2311.07349, 2023
1*2023
Thinking Geographically about AI Sustainability
M Shi, K Currier, Z Liu, K Janowicz, N Wiedemann, J Verstegen, ...
AGILE: GIScience Series 4, 42, 2023
12023
Benchmarking Regression Models Under Spatial Heterogeneity
N Wiedemann, H Martin, R Westerholt
12th International Conference on Geographic Information Science (GIScience 2023), 2023
12023
Predicting visit frequencies to new places (Short Paper)
N Wiedemann, Y Hong, M Raubal
12th International Conference on Geographic Information Science (GIScience 2023), 2023
12023
Traffic Forecasting on Traffic Moving Snippets
N Wiedemann, M Raubal
Presented at NeurIPS 2021 Traffic4cast workshop, 2021
12021
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