Nina Wiedemann

Most-cited papers

POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)
Jannis Born, Gabriel Brändle, M. Cossio, Marion Disdier +3 more
2020arXiv.org162 citations
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Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis
Jannis Born, Nina Wiedemann, M. Cossio, Charlotte Buhre +6 more
2020Applied Sciences80 citations Open access
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Accelerating detection of lung pathologies with explainable ultrasound image analysis
Jannis Born, Nina Wiedemann, M. Cossio, Charlotte Buhre +6 more
202175 citations
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Trackintel: An open-source Python library for human mobility analysis
Henry Martin, Ye Hong, Nina Wiedemann, D. Bucher +1 more
2022Computers, Environment and Urban Systems59 citations Open access
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Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis
Jannis Born, Nina Wiedemann, Gabriel Brändle, Charlotte Buhre +2 more
2020arXiv.org47 citations
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Training Efficient Controllers via Analytic Policy Gradient
Nina Wiedemann, Valentin Wüest, Antonio Loquercio, Matthias Müller +2 more
2022IEEE International Conference on Robotics and Automation39 citations Open access
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Vehicle-to-grid and car sharing: Willingness for flexibility in reservation times in Switzerland
Esra Suel, Yanan Xin, Nina Wiedemann, L. Nespoli +3 more
2024Transportation Research Part D: Transport and Environment32 citations Open access
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Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
Christian Eichenberger, M. Neun, Henry Martin, Pedro Herruzo +33 more
2022Neural Information Processing Systems24 citations Open access
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Graph-based mobility profiling
Henry Martin, Nina Wiedemann, Daniel J. Reck, M. Raubal
2023Computers, Environment and Urban Systems23 citations Open access
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Thinking Geographically about AI Sustainability
Mei-Lin Shi, Kitty Currier, Zilong Liu, Krzysztof Janowicz +6 more
2023AGILE Conf.21 citations Open access
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Geography for AI sustainability and sustainability for GeoAI
Mei-Lin Shi, Krzysztof Janowicz, J. Verstegen, Kitty Currier +5 more
2025Cartography and Geographic Information Science19 citations Open access
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Spatially-aware station based car-sharing demand prediction
Dominik J. Mühlematter, Nina Wiedemann, Yanan Xin, M. Raubal
2023Journal of Transport Geography15 citations Open access
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ACCELERATING COVID-19 DIFFERENTIAL DIAGNOSISWITH EXPLAINABLE ULTRASOUND IMAGE ANALYSIS: AN AI TOOL
Charlotte Buhre, Jannis Born, Nina Wiedemann, M. Cossio +5 more
2022Ultrasound in Medicine and Biology15 citations Open access
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Bike network planning in limited urban space
Nina Wiedemann, Christian Nöbel, Lukas Ballo, Henry Martin +1 more
2025Transportation Research Part B: Methodological13 citations Open access
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An ontology-based approach for harmonizing metrics in bike network evaluations
Ayda Grisiute, Nina Wiedemann, Pieter Herthogs, M. Raubal
2024Computers, Environment and Urban Systems13 citations Open access
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Vehicle-to-grid for car sharing - A simulation study for 2030
Nina Wiedemann, Yanan Xin, V. Medici, L. Nespoli +2 more
2024Applied Energy13 citations Open access
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Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities
M. Neun, Christian Eichenberger, Yanan Xin, Cheng Fu +6 more
2023IEEE transactions on intelligent transportation systems (Print)11 citations Open access
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An Optimization Framework for Power Infrastructure Planning
Nina Wiedemann, David Adjiashvili
2021IEEE Transactions on Power Systems11 citations Open access
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Benchmarking Regression Models Under Spatial Heterogeneity
Nina Wiedemann, Henry Martin, R. Westerholt
2023International Conference Geographic Information Science9 citations
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Unlocking social network analysis methods for studying human mobility
Nina Wiedemann, Henry Martin, M. Raubal
2022AGILE Conf.9 citations Open access
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Quantifying the dynamic predictability of train delay with uncertainty-aware neural networks
Thomas Spanninger, Nina Wiedemann, Francesco Corman
2024Transportation Research Part C: Emerging Technologies8 citations Open access
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National-scale bi-directional EV fleet control for ancillary service provision
L. Nespoli, Nina Wiedemann, Esra Suel, Yanan Xin +2 more
2022Energy Informatics7 citations Open access
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UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations
Dominik J. Mühlematter, Che Lin, Ye Hong, M. Raubal +1 more
2025arXiv.org6 citations
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Bike network planning in limited urban space
Nina Wiedemann, Christian Nöbel, Henry Martin, Lukas Ballo +1 more
2024arXiv.org6 citations
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Where you go is who you are: a study on machine learning based semantic privacy attacks
Nina Wiedemann, Krzysztof Janowicz, M. Raubal, O. Kounadi
2024Journal of Big Data5 citations Open access
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GeOT: a spatially explicit framework for evaluating spatio-temporal predictions
Nina Wiedemann, Théo Uscidda, M. Raubal
2024International Journal of Geographical Information Science5 citations Open access
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Towards a Framework for Predictive Maintenance Strategies in Mechanical Engineering - A Method-Oriented Literature Analysis
Nina Wiedemann, F. Kammler, Andreas Varwig, Oliver Thomas
2019Wirtschaftsinformatik4 citations
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Where you go is who you are - A study on machine learning based semantic privacy attacks
Nina Wiedemann, O. Kounadi, M. Raubal, Krzysztof Janowicz
2023arXiv.org3 citations
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Influence of tracking duration on the privacy of individual mobility graphs
Nina Wiedemann, Henry Martin, Esra Suel, Ye Hong +1 more
2023Journal of Location Based Services3 citations Open access
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Traffic Forecasting on Traffic Moving Snippets
Nina Wiedemann, M. Raubal
2021arXiv.org3 citations
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Vehicle-to-grid for car sharing - A simulation study for 2030
Nina Wiedemann, Yanan Xin, V. Medici, L. Nespoli +2 more
2023arXiv.org2 citations
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Uncertainty Quantification for Image-based Traffic Prediction across Cities
Alexander Timans, Nina Wiedemann, Nishant Kumar, Ye Hong +1 more
2023arXiv.org2 citations Open access
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Predicting visit frequencies to new places (Short Paper)
Nina Wiedemann, Ye Hong, M. Raubal
2023International Conference Geographic Information Science1 citations
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A Tracking System For Baseball Game Reconstruction
Nina Wiedemann, C. Dietrich, Cláudio T. Silva
2020arXiv.org1 citations
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A multiscale interpretability framework for identifying actionable road network features to mitigate congestion in highly congested cities
Nishant Kumar, Ya-Tao Zhang, Nina Wiedemann, Jimi Oke +1 more
2026Scientific Reports0 citations Open access
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Erratum: Born et al. Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis. Appl. Sci. 2021, 11, 672
Jannis Born, Nina Wiedemann, M. Cossio, Charlotte Buhre +7 more
2022Applied Sciences0 citations Open access
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Algorithmic approaches for optimizing linear infrastructure planning
Nina Wiedemann, David Adjiashvili
20200 citations
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T RAFFIC FORECASTING ON TRAFFIC MOVIE SNIPPETS T RAFFIC 4 CAST 2021 EXTENDED CHALLENGE
Nina Wiedemann, M. Raubal
0 citations
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