| 作者 | 出版年月 | 著作名稱 | 收錄出處 |
|---|---|---|---|
| Chunzhu Wei, Hong Wei, Alessandro Crivellari, Taichang Liu, Yuanmei Wan, Wei Chen, and Yang Lu | 2023-11 | Gaofen-2 satellite image-based characterization of urban villages using multiple convolutional neural networks | International Journal of Remote Sensing |
| Alessandro Crivellari, Hong Wei, Chunzhu Wei, Yuhui Shi | 2023-07 | Super-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery–the case of Chinese urban village detection | International Journal of Digital Earth |
| Omid Ghorbanzadeh, Alessandro Crivellari, Dirk Tiede, Pedram Ghamisi, Stefan Lang | 2022-12 | Mapping dwellings in IDP/refugee settlements using deep learning | Remote Sensing |
| Hao Jing, Xin He, Yong Tian, Michele Lancia, Guoliang Cao, Alessandro Crivellari, Zhilin Guo, Chunmiao Zheng | 2022-11 | Comparison and interpretation of data-driven models for simulating site-specific human-impacted groundwater dynamics in the North China Plain | Journal of Hydrology |
| Alessandro Crivellari, Bernd Resch | 2022-06 | Investigating functional consistency of mobility-related urban zones via motion-driven embedding vectors and local POI-type distributions | Computational Urban Science |
| Alessandro Crivellari, Euro Beinat, Sandor Caetano, Arnaud Seydoux, Thiago Cardoso | 2022-02 | Multi-target CNN-LSTM regressor for predicting urban distribution of short-term food delivery demand | Journal of Business Research |
| Alessandro Crivellari, Bernd Resch, Yuhui Shi | 2022-02 | TraceBERT — A feasibility study on reconstructing spatial–temporal gaps from incomplete motion trajectories via BERT training process on discrete location sequences | Sensors |
| Omid Ghorbanzadeh, Hejar Shahabi, Alessandro Crivellari, Saeid Homayouni, Thomas Blaschke, Pedram Ghamisi | 2022-01 | Landslide detection using deep learning and object-based image analysis | Landslides |
| Omid Ghorbanzadeh, Alessandro Crivellari, Pedram Ghamisi, Hejar Shahabi, Thomas Blaschke | 2021-07 | A comprehensive transferability evaluation of U-Net and ResU-Net for landslide detection from Sentinel-2 data (case study areas from Taiwan, China, and Japan) | Scientific Reports |
| Alessandro Crivellari, Alina Ristea | 2021-04 | CrimeVec — Exploring spatial-temporal based vector representations of urban crime types and crime-related urban regions | ISPRS International Journal of Geo-Information |
| Alessandro Crivellari, Euro Beinat | 2020-12 | Forecasting spatially-distributed urban traffic volumes via multi-target LSTM-based neural network regressor | Mathematics |
| Alessandro Crivellari, Euro Beinat | 2020-06 | Trace2trace — A feasibility study on neural machine translation applied to human motion trajectories | Sensors |
| Alessandro Crivellari, Euro Beinat | 2020-01 | LSTM-based deep learning model for predicting individual mobility traces of short-term foreign tourists | Sustainability |
| Alessandro Crivellari, Euro Beinat | 2019-08 | From motion activity to geo-embeddings: Generating and exploring vector representations of locations, traces and visitors through large-scale mobility data | ISPRS International Journal of Geo-Information |
| Alessandro Crivellari, Euro Beinat | 2019-07 | Identifying foreign tourists’ nationality from mobility traces via LSTM neural network and location embeddings | Applied Sciences |
| Anna Kovacs-Györi, Alina Ristea, Ronald Kolcsar, Bernd Resch, Alessandro Crivellari, Thomas Blaschke | 2018-09 | Beyond spatial proximity — Classifying parks and their visitors in London based on spatiotemporal and sentiment analysis of Twitter data | ISPRS International Journal of Geo-Information |
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