研究領域
GeoAI / Geospatial Data Science (Geoinformatics)
[演講公告]「台灣的紋理2」-臺灣林業的政治生態學(1895-1993) 2024-11-23, 03:20PM - 04:50PM |
[演講公告]「台灣的紋理2」-里山根經濟 2024-11-23, 01:30PM - 03:00PM |
[演講公告]土地如同生命 巴布亞紐幾內亞非政府組織 反抗中國礦業的裝配分析 2024-11-20, 02:20PM - 03:50PM |
[演講公告]地理人 & ESG的緣分 2024-11-19, 11:00AM - 12:00PM |
[演講公告]「台灣的紋理2」-邊境走茶山 2024-11-16, 03:20PM - 04:50PM |
[演講公告]「台灣的紋理2」-惡地惡在哪裡?- 惡地的比較視野以及泥岩惡地之人地關係 2024-11-16, 01:30PM - 03:00PM |
[學術研討]2024年台灣社會研究學會年會│全球南方與全球北方的邊界:再思「Taiwan Can Help」 2024-11-16, 09:30AM - 05:20PM |
[演講公告]Building the arboreal state: China's tree planting campaigns in the long 20th century 2024-11-14, 03:30PM - 05:20PM |
[演講公告]Asia’s Democratic Promise 2024-11-12, 12:30PM - 02:00PM |
[演講公告]Does place matter? Small towns, cultural diversity, and the imagined community 「地方」仍然重要嗎?小城鎮、文化多樣性以及想像的共同體 2024-11-11, 01:00PM - |
[演講公告]「台灣的紋理2」-台灣的地質災害與預警 2024-11-09, 03:20PM - 04:50PM |
GeoAI / Geospatial Data Science (Geoinformatics)
EDUCATION
Feb 2018 – May 2021:
•PhD in Applied Geoinformatics, University of Salzburg (Salzburg, Austria).
PhD Thesis: Artificial neural networks for human mobility analysis and spatial-temporal activity modeling.
(Supervisors: Prof. Euro Beinat, Dr. Pavlos Kazakopoulos).
• Oct 2015 – Dec 2017:
MSc in Biomedical Engineering, Politecnico di Milano (Milan, Italy).
Master Thesis: Identification of atrial fibrillation from RR intervals: a feasibility study on Long Short-Term Memory neural networks.
(Supervisors: Prof. Manuela Ferrario, Prof. Joseph Randall Moorman).
• Sep 2011 – Feb 2015:
BSc in Biomedical Engineering, Politecnico di Milano (Milan, Italy).
Bachelor Thesis: Biomedical sensor system for physical activity monitoring.
(Supervisor: Prof. Giambattista Gruosso).
WORK AND RESEARCH EXPERIENCE
•Aug 2021 – July 2023:
Postdoctoral Research Fellow in Artificial Intelligence at the Department of Computer Science and Engineering, Southern University of Science and Technology (Shenzhen, China).
Research topic: GeoAI – Artificial Intelligence for geospatial applications.
• Feb 2018 – May 2021:
PhD researcher in Applied Geoinformatics at the Doctoral College “GIScience”, Department of Geoinformatics - Z_GIS, University of Salzburg (Salzburg, Austria).
Fully-funded position by the Austrian Science Fund (FWF).
Research topic: Artificial neural networks for human mobility analysis and spatial-temporal activity modeling.
•Mar 2020 – Jul 2020:
Research intern in Naspers and Prosus AI team (Amsterdam, The Netherlands), and collaborations with iFood AI team (Sao Paulo, Brazil) on behalf of Prosus.
Paid internship position by Prosus, within the context of PhD research stay abroad.
Research topic: Predicting urban distribution of short-term food delivery demand (side works also comprise restaurant churn forecasting, demand shaping strategies
and customer recommendations).
• Mar 2017 – Sep 2017:
Visiting researcher at the University of Virginia Health System (Charlottesville, VA, USA).
Invited research guest for developing the experimental part of the Master Thesis.
Research topic: Deep learning for automatic cardiac arrhythmias detection
亞歷山卓克里維 助理教授
辦公室 : 地理系館608室
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電話 :+886-2-33665828
My research explored artificial intelligence tools within the geographic domain, adapting state-of-the-art artificial neural network architectures into the context of geospatial analysis. It primarily involved human mobility processing (time-series-based formats) and remote sensing applications (image-based formats), targeting an automatic extraction and use of space-time information without any human knowledge assistance.