Research and Innovation Groups
Research and Innovation Interests
- Methods of mobility analytics; indicators of daily mobility
- Associations of spatial mobility and well-being
- Computational place modeling
- Computational cartography and visualization
Curriculum Vitae
Publications
ZORA Publication List
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Publications
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2024
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Using machine learning and data enrichment in the selection of roads for small-scale maps Cartography and Geographic Information Science, 51, 60–78. https://doi.org/10.1080/15230406.2023.2283075
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Keeping walls straight: data model and training set size matter for deep learning in building generalization Cartography and Geographic Information Science, 51, 130–145. https://doi.org/10.1080/15230406.2023.2264757
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2023
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A conceptual framework for developing dashboards for big mobility data Cartography and Geographic Information Science, 50, 495–514. https://doi.org/10.1080/15230406.2023.2190164
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The effect of large scale photovoltaic-based projects on poverty reduction: Empirical evidence from China Renewable Energy, 218, 119294. https://doi.org/10.1016/j.renene.2023.119294
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Move and remove: Multi-task learning for building simplification in vector maps with a graph convolutional neural network ISPRS Journal of Photogrammetry and Remote Sensing, 202, 205–218. https://doi.org/10.1016/j.isprsjprs.2023.06.004
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Self-reported life-space mobility in the first year after ischemic stroke: longitudinal findings from the MOBITEC-Stroke project Journal of Neurology, 270, 3992–4003. https://doi.org/10.1007/s00415-023-11748-5
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Timed up-and-go performance is associated with objectively measured life space in patients 3 months after ischemic stroke: a cross-sectional observational study Journal of Neurology, 270, 1999–2009. https://doi.org/10.1007/s00415-022-11524-x
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Charting everyday activities in later life: Study protocol of the mobility, activity, and social interactions study (MOASIS) Frontiers in Psychology, 13, 1011177. https://doi.org/10.3389/fpsyg.2022.1011177
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GPS-derived daily mobility and daily well-being in community-dwelling older adults Gerontology, 69, 875–887. https://doi.org/10.1159/000527827
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Assessing the impact of contextual factors onspatial accessibility Equitable Accessibility and Sustainable Mobility Workshop 2023, Leeds UK.
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Progress in constructing an open map generalization data set for deep learning (pp. 30:1-30:6). Presented at the 12th International Conference on Geographic Information Science (GIScience 2023). doi:10.4230/LIPIcs.GIScience.2023.30
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Advances and challenges in sensor-based research in mobility, health, and place Health & Place, 79, 102972. https://doi.org/10.1016/j.healthplace.2023.102972
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2022
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Detecting contact in language trees: a Bayesian phylogenetic model with horizontal transfer Humanities & Social Sciences Communications, 9, 205. https://doi.org/10.1057/s41599-022-01211-7
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Psychometric properties of the MOBITEC-GP mobile application for real-life mobility assessment in older adults Geriatric Nursing, 48, 273–279. https://doi.org/10.1016/j.gerinurse.2022.10.017
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Make It simple: effective road selection for small-scale map design using decision-tree-based models ISPRS International Journal of Geo-Information, 11, 457. https://doi.org/10.3390/ijgi11080457
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Eigenbehaviour as an Indicator of Cognitive Abilities Sensors, 22, 2769. https://doi.org/10.3390/s22072769
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HiVG: A hierarchical indoor visibility-based graph for navigation guidance in multi-storey buildings Computers, Environment and Urban Systems, 93, 101751. https://doi.org/10.1016/j.compenvurbsys.2021.101751
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Predicting individuals’ car accident risk by trajectory, driving events, and geographical context. Computers, Environment and Urban Systems, 93, 101760. https://doi.org/10.1016/j.compenvurbsys.2022.101760
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Familiarity-dependent computational modelling of indoor landmark selection for route communication: a ranking approach International Journal of Geographical Information Science, 36, 514–546. https://doi.org/10.1080/13658816.2021.1946542
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Choose your own route – supporting pedestrian navigation without restricting the user to a predefined route Cartography and Geographic Information Science, 49, 95–114. https://doi.org/10.1080/15230406.2021.1983731
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