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Alexandra Kapp

Generative Models for Synthetic Urban Mobility Data: A Systematic Literature Review
2023 · Alexandra Kapp, Julia Hansmeyer, et al. · ACM Computing Surveys · 53
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StreetSurfaceVis: a dataset of crowdsourced street-level imagery annotated by road surface type and quality
2025 · Alexandra Kapp, Edith Hoffmann, et al. · Scientific Data · 14
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Collection, usage and privacy of mobility data in the enterprise and public administrations
2022 · Alexandra Kapp · Proceedings on Privacy Enhancing Technologies · 14
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Reconsidering utility: unveiling the limitations of synthetic mobility data generation algorithms in real-life scenarios
2023 · Alexandra Kapp, Helena Mihaljevic · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS) · 9
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Towards mobility reports with user-level privacy
2022 · Alexandra Kapp, Saskia Nuñez von Voigt, et al. · Journal of Location Based Services · 7
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Exploring Influence Factors on LLM Suitability for No‐Code Development of End User Applications
2025 · Minghe Wang, Alexandra Kapp, et al. · Software Practice and Experience · 6
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Investigating vulnerabilities of GPS trip data to trajectory-user linking attacks
2025 · Benedikt Stroebl, Alexandra Kapp · Journal of Location Based Services · 3
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Reconsidering utility: unveiling the limitations of synthetic mobility data generation algorithms in real-life scenarios
2024 · Kapp, Alexandra, Mihaljević, Helena · arXiv (Cornell University) · 1
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Report on the E-TEMS 2022 Doctoral Workshop “Smart Cities as System of Systems”
2022 · Lydia Kaiser, Alexandra Kapp, et al. · IEEE European Technology and Engineering Management Summit (E-TEMS) · 1
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Leveraging Gaussian Noise for Balancing Differential Privacy Guarantees and Utility in Mobility Reports
2025 · Lina Steger, Leonie Ackermann, et al. · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
Transdisziplinäre Erforschung der Datenschutz-bewussten Verfügbarmachung von Bewegungsdaten für nachhaltige, urbane Mobilität
2025 · Franzen, Daniel, von Grafenstein, Max, et al. · RENATE
SurfaceAI: Automated creation of cohesive road surface quality datasets based on open street-level imagery
2024 · Alexandra Kapp, Edith Hoffmann, et al. · ACM SIGSPATIAL International Workshop on Advances in Urban-AI (UrbanAI)
Works count: 23
Citation count: 111
H-index: 6
I10-index: 3
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