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A
Alessandro Crivellari
national taiwan university
11
H指数
23
论文数
754
被引数
0
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12
发表时间
发表时间
IF
被引数
Federated LSTM-based deep learning model for privacy-preserving predictions of human trajectories across multiple data providers
基于联邦LSTM的深度学习模型,用于在多个数据提供商之间进行隐私保护的人体轨迹预测
Annals of GIS
IF
3.3
2026-01-01
0
PRE
AI
Crivellari, Alessandro; Shi, Yuhui
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Generative adversarial deep learning model for producing location-based synthetic trajectory data
CONNECTION SCIENCE
IF
3.4
2025-01-30
0
OA
AI
Crivellari, Alessandro; Shi, Yuhui
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Relationships between geo-spatial features and COVID-19 hospitalisations revealed by machine learning models and SHAP values
机器学习模型和SHAP值揭示的地理空间特征与新型冠状病毒肺炎住院之间的关系
INTERNATIONAL JOURNAL OF DIGITAL EARTH
IF
4.9
2024-05-27
0
OA
AI
Chu, Lixia; Nelen, Jeroen; Crivellari, Alessandro; Masiliunas, Dainius; Hein, Carola; Lofi, Christoph
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Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection
IEEE ACCESS
IF
3.6
2024-01-01
9
OA
AI
Ghorbanzadeh, Omid; Shahabi, Hejar; Piralilou, Sepideh Tavakkoli; Crivellari, Alessandro; La Rosa, Laura Elena Cue; Atzberger, Clement; Li, Jonathan; Ghamisi, Pedram
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Gaofen-2 satellite image-based characterization of urban villages using multiple convolutional neural networks
INTERNATIONAL JOURNAL OF REMOTE SENSING
IF
2.6
2023-12-12
3
PRE
AI
Wei, Chunzhu; Wei, Hong; Crivellari, Alessandro; Liu, Taichang; Wan, Yuanmei; Chen, Wei; Lu, Yang
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Super-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery - the case of Chinese urban village detection
从遥感卫星图像中提升计划外城市居民点的超分辨率gan-以中国城中村检测为例
INTERNATIONAL JOURNAL OF DIGITAL EARTH
IF
4.9
2023-07-10
12
OA
AI
Crivellari, Alessandro; Wei, Hong; Wei, Chunzhu; Shi, Yuhui
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Comparison and interpretation of data-driven models for simulating site-specific human-impacted groundwater dynamics in the North China Plain
模拟华北平原特定地点人类影响的地下水动态的数据驱动模型的比较和解释
JOURNAL OF HYDROLOGY
IF
6.3
2023-01-01
36
PRE
AI
Jing, Hao; He, Xin; Tian, Yong; Lancia, Michele; Cao, Guoliang; Crivellari, Alessandro; Guo, Zhilin; Zheng, Chunmiao
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TraceBERT-A Feasibility Study on Reconstructing Spatial-Temporal Gaps from Incomplete Motion Trajectories via BERT Training Process on Discrete Location Sequences
SENSORS
IF
3.5
2022-02-21
4
OA
AI
Crivellari, Alessandro; Resch, Bernd; Shi, Yuhui
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Landslide detection using deep learning and object-based image analysis
基于深度学习和基于对象的图像分析的滑坡检测
LANDSLIDES
IF
7
2022-01-20
115
OA
AI
Ghorbanzadeh, Omid; Shahabi, Hejar; Crivellari, Alessandro; Homayouni, Saeid; Blaschke, Thomas; Ghamisi, Pedram
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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
IF
3.9
2021-07-16
100
OA
AI
Ghorbanzadeh, Omid; Crivellari, Alessandro; Ghamisi, Pedram; Shahabi, Hejar; Blaschke, Thomas
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Trace2trace-A Feasibility Study on Neural Machine Translation Applied to Human Motion Trajectories
SENSORS
IF
3.5
2020-06-21
11
OA
AI
Crivellari, Alessandro; Beinat, Euro
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LSTM-Based Deep Learning Model for Predicting Individual Mobility Traces of Short-Term Foreign Tourists
SUSTAINABILITY
IF
3.3
2020-01-01
33
OA
AI
Crivellari, Alessandro; Beinat, Euro
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研究方向
暂时未获取到该数据
合作学者
合作期刊
郑春苗
(Chunmiao Zheng)
H 指数: 88 · 论文数: 737
T
Thomas Blaschke
H 指数: 85 · 论文数: 458
J
Jonathan Li
H 指数: 79 · 论文数: 888
P
Pedram Ghamisi
H 指数: 76 · 论文数: 423
Yuhui Shi
(Yuhui Shi)
H 指数: 64 · 论文数: 407
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