(2022):
Spatial Analysis of External Influences on Traffic Accidents using Open Data,
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
DOI: 10.5194/isprs-archives-XLIII-B4-2022-125-2022
DOI: 10.5194/isprs-archives-XLIII-B4-2022-125-2022
Conference Papers
(2022):
Detection of anomalous vehicle trajectories using federated learning,
ISPRS Open Journal of Photogrammetry and Remote Sensing, 4, 100013
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DOI: 10.1016/j.ophoto.2022.100013
DOI: 10.1016/j.ophoto.2022.100013
Reviewed Journal Articles and Book Chapters
(2022):
Uncertainty and Variability Analysis of Agent-Based Transport Models,
Transportation Research Procedia: 24th Euro Working Group on Transportation Meeting
DOI: https://doi.org/10.1016/j.trpro.2022.02.089
DOI: https://doi.org/10.1016/j.trpro.2022.02.089
Reviewed Conference Papers
(2022):
Automated Segmentation of Olivine Phenocrysts in a Volcanic Rock Thin Section Using a Fully Convolutional Neural Network,
Frontiers in Earth Science. 10, 740638
Reviewed Journal Articles and Book Chapters
(2022):
Statistical monitoring of models based on artificial intelligence.,
arXiv preprint.
arXiv: 2209.07436
arXiv: 2209.07436
Reviewed Journal Articles and Book Chapters
(2022):
Statistical learning for change point and anomaly detection in graphs.,
Artificial Intelligence, Big Data and Data Science in Statistics (pp. 85-109). Springer, Cham.
DOI: doi.org/10.1007/978-3-031-07155-3_4
arXiv: 2011.06080
DOI: doi.org/10.1007/978-3-031-07155-3_4
arXiv: 2011.06080
Reviewed Journal Articles and Book Chapters
(2022):
How to Train A-to-B and B-to-A Neural Networks So That the Resulting Transformations Are (Almost) Exact Inverses,
In: Credible Asset Allocation, Optimal Transport Methods, and Related Topics (pp. 203-209). Cham: Springer International Publishing.
Reviewed Journal Articles and Book Chapters
(2022):
Parametric and non-parametric methods for monitoring nonlinear fuzzy profiles.,
International Journal of Advanced Manufacturing Technology (2022), 118: 67-84.
Reviewed Journal Articles and Book Chapters
(2022):
Risk Analysis of Cycling Accidents Using a Traffic Demand Model,
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.
DOI: https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-427-2022
DOI: https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-427-2022
Reviewed Conference Papers
(2022):
A general framework for spatial GARCH models.,
Stat Papers
DOI: https://doi.org/10.1007/s00362-022-01357-1
DOI: https://doi.org/10.1007/s00362-022-01357-1
Reviewed Journal Articles and Book Chapters
(2022):
Estimation of the Spatial Weighting Matrix for Spatiotemporal Data under the Presence of Structural Breaks.,
Journal of Computational and Graphical Statistics
DOI: 10.1080/10618600.2022.2107530
DOI: 10.1080/10618600.2022.2107530
Reviewed Journal Articles and Book Chapters
(2022):
Self-Supervised Adversarial Shape Completion,
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2, 143-150.
DOI: https://doi.org/10.5194/isprs-annals-V-2-2022-143-2022
DOI: https://doi.org/10.5194/isprs-annals-V-2-2022-143-2022
Reviewed Conference Papers
(2022):
The Helsinki Bike-Sharing Systems - Insights gained from a spatiotemporal functional model.,
Journal of the Royal Statistical Society Series A
DOI: https://doi.org/10.1111/rssa.12834
DOI: https://doi.org/10.1111/rssa.12834
Reviewed Journal Articles and Book Chapters
(2022):
LUMPI: The Leibniz University Multi-Perspective Intersection Dataset,
2022 IEEE Intelligent Vehicles Symposium (IV), pp. 1127-1134
DOI: 10.1109/IV51971.2022.9827157
DOI: 10.1109/IV51971.2022.9827157
Reviewed Conference Papers
(2022):
Traffic Regulation Recognition using Crowd-Sensed GPS and Map Data: a Hybrid Approach,
AGILE: GIScience Series
DOI: 10.5194/agile-giss-3-22-2022
DOI: 10.5194/agile-giss-3-22-2022
Reviewed Conference Papers
(2022):
Mixed Reality Agent-Based Framework for Pedestrian-Cyclist Interaction,
ISMAR Adjunct 2022
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Conference Papers
(2022):
IMPROVING 3D PEDESTRIAN DETECTION FOR WEARABLE SENSOR DATA WITH
2D HUMAN POSE,
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences 4 (2022): 219-226.
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Reviewed Conference Papers
(2022):
Improving Pedestrian Priority via Grouping and Virtual Lanes
DOI: https://doi.org/10.48550/arXiv.2205.08783
arXiv: 2205.08783
DOI: https://doi.org/10.48550/arXiv.2205.08783
arXiv: 2205.08783
Reviewed Conference Papers
(2022):
Determination of building flood risk maps from LiDAR mobile mapping data,
Computers, Environment and Urban Systems, Volume 93, 2022
DOI: 10.1016/j.compenvurbsys.2022.101759
ISSN: 0198-9715
DOI: 10.1016/j.compenvurbsys.2022.101759
ISSN: 0198-9715
Reviewed Journal Articles and Book Chapters
(2022):
Keypoints-Based Deep Feature Fusion for Cooperative Vehicle Detection of Autonomous Driving,
IEEE Robotics and Automation Letters. 7, 2, S. 3054 - 3061 8 S.
Reviewed Journal Articles and Book Chapters