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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:
M. Victoria Luzón
;
Nuria Rodríguez-Barroso
;
Alberto Argente-Garrido
;
Daniel Jiménez-López
;
Jose M. Moyano
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/18
Data privacy
distributed machine learning
federated learning
software frameworks
Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2233-2247
作者:
Hongyu Ding
;
Yuanze Tang
;
Qing Wu
;
Bo Wang
;
Chunlin Chen
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  |  
浏览/下载:1/0
  |  
提交时间:2023/10/31
Dynamic environments
goal-conditioned reinforcement learning
magnetic field
reward shaping
Population genomic analysis provides evidence of the past success and future potential of South China tiger captive conservation
期刊论文
BMC BIOLOGY, 2023, 卷号: 21, 期号: 1
作者:
Wang, Chen
;
Wu, Dong-Dong
;
Yuan, Yao-Hua
;
Yao, Meng-Cheng
;
Han, Jian-Lin
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/01
Multispecies forest plantations outyield monocultures across a broad range of conditions
期刊论文
SCIENCE, 2022, 卷号: 376, 期号: 6595, 页码: 865+
作者:
Feng, Yuhao
;
Schmid, Bernhard
;
Loreau, Michel
;
Forrester, David, I
;
Fei, Songlin
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  |  
浏览/下载:1/0
  |  
提交时间:2024/03/07
Digital mapping of zinc in urban topsoil using multisource geospatial data and random forest
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 792, 页码: 8
作者:
Shi, Tiezhu
;
Hu, Xianjun
;
Guo, Long
;
Su, Fenzheng
;
Tu, Wei
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  |  
浏览/下载:72/0
  |  
提交时间:2021/11/05
Digital soil mapping
Remote sensing data
Social sensing data
Geodetector
Urban functional type
Learning to Optimize: Reference Vector Reinforcement Learning Adaption to Constrained Many-Objective Optimization of Industrial Copper Burdening System
期刊论文
IEEE Transactions on Cybernetics, 2021, 页码: 1-14
作者:
Ma LB(马连博)
;
Li, Nan
;
Guo, Yinan
;
Wang XW(王兴伟)
;
Yang, Shengxiang
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  |  
浏览/下载:11/0
  |  
提交时间:2021/08/03
Copper burdening optimization
many-objective optimization
reference vector reinforcement learning (RVRL)
An effective accuracy assessment indicator for credible land use change modelling: Insights from hypothetical and real landscape analyses
期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 117, 页码: 1-9
作者:
Lu, Da
;
Gao, Guangyao
;
Lu, Yihe
;
Ren, Yanjiao
;
Fu, Bojie
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  |  
浏览/下载:9/0
  |  
提交时间:2021/08/31
Land use modelling
Accuracy assessment
Spatial uncertainty
Local accuracy
Dyna-CLUE
Understanding the dynamics of farmland loss in a rapidly urbanizing region: a problem-driven, diagnostic approach to landscape sustainability
期刊论文
LANDSCAPE ECOLOGY, 2020, 页码: 16
作者:
Zhou, Bing-Bing
;
Lv, Ligang
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  |  
浏览/下载:13/0
  |  
提交时间:2021/03/18
Urbanization
Farmland loss
Diagnostic features
Collective action
Social injustice
Landscape sustainability science
Where and how to cool? An idealized urban thermal security pattern model
期刊论文
LANDSCAPE ECOLOGY, 2020, 卷号: 36, 期号: 7, 页码: 2165-2174
作者:
Yu, Zhaowu
;
Fryd, Ole
;
Sun, Ranhao
;
Jorgensen, Gertrud
;
Yang, Gaoyuan
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/08/31
Urban heat island
Urban green infrastructure
Urban thermal security pattern
Hierarchical hexagonal structure
Climate adaption planning
SFSDAF: An enhanced FSDAF that incorporates sub-pixel class fraction change information for spatio-temporal image fusion
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 15
作者:
Li, Xiaodong
;
Foody, Giles M.
;
Boyd, Doreen S.
;
Ge, Yong
;
Zhang, Yihang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/05/19
Spatio-temporal image fusion
Land cover class fraction
FSDAF
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