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Machine-Learning-Based Prediction Modeling for Debris Flow Occurrence: A Meta-Analysis
期刊论文
WATER, 2024, 卷号: 16, 期号: 7, 页码: 22
作者:
Yang, Lianbing
;
Ge, Yonggang
;
Chen, Baili
;
Wu, Yuhong
;
Fu, Runde
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/05/15
machine learning
debris flow
occurrence
prediction
meta-analysis
Numerical taxonomy and genus-species identification of Czekanowskiales in China based on machine learning
期刊论文
PALAEONTOLOGIA ELECTRONICA, 2024, 页码: 19
作者:
Zhang, Bo
;
Xin, Cunlin
;
Yang, Dong
;
Jiao, Zhipeng
;
Liu, Songxin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/03/14
Machine learning
Czekanowskiales
numerical taxonomy
fossil identification
Investigation of landslide dam life span using prediction models based on multiple machine learning algorithms
期刊论文
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 20
作者:
Wu, Hao
;
Nian, Tingkai
;
Shan, Zhigang
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浏览/下载:0/0
  |  
提交时间:2024/02/27
Landslide dam
life span prediction
machine learning algorithms
database
landslide dam type
Feasibility of satellite-based rainfall and soil moisture data in determining the triggering conditions of debris flow: The Jiangjia Gully (China) case study
期刊论文
ENGINEERING GEOLOGY, 2023, 卷号: 315, 页码: 12
作者:
Yang, Hongjuan
;
Hu, Kaiheng
;
Zhang, Shaojie
;
Liu, Shuang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/10/09
Debris flow
Rainfall threshold
Antecedent precipitation
Remote sensing
Kernel reconstruction learning
期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 1-10
作者:
Wu, Yun
;
Xiong, Shifeng
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浏览/下载:41/0
  |  
提交时间:2023/02/07
Kernel method
Representer theorem
Interpolation
Classification
Density estimation
Sequential algorithm
Learning chaotic systems from noisy data via multi-step optimization and adaptive training
期刊论文
CHAOS, 2022, 卷号: 32, 期号: 12, 页码: 16
作者:
Zhang, Lei
;
Tang, Shaoqiang
;
He, Guowei
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  |  
浏览/下载:19/0
  |  
提交时间:2023/01/12
Preliminary analysis on the formation mechanism of the unexpected catastrophic Qijiaba landslide in a tectonically non-active hilly area of China
期刊论文
LANDSLIDES, 2022, 页码: 12
作者:
Tian, Shufeng
;
Li, Yujia
;
Hu, Guisheng
;
Chen, Ningsheng
;
Wu, Kanglin
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浏览/下载:16/0
  |  
提交时间:2023/01/04
Landslide
Geomorphic hollow deposits
Heavy antecedent rainfall
Lagging effects
Resettlement location
Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
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  |  
浏览/下载:11/0
  |  
提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate
Nonparametric Prediction Distribution from Resolution-Wise Regression with Heterogeneous Data
期刊论文
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2022, 页码: 16
作者:
Li, Jialu
;
Zhang, Wan
;
Wang, Peiyao
;
Li, Qizhai
;
Zhang, Kai
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  |  
浏览/下载:10/0
  |  
提交时间:2023/02/07
Binary expansion
Data heterogeneity
Nonparametric statistics
SSANOVA
Sure independence screening
A multi-institutional study of association of sonographic characteristics with cervical lymph node metastasis in unifocal papillary thyroid carcinoma
期刊论文
FRONTIERS IN ENDOCRINOLOGY, 2022, 卷号: 13
作者:
Zhou, Liuhua
;
Yao, Jincao
;
Ou, Di
;
Li, Mingkui
;
Lei, Zhikai
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/12/22
ultrasonography
thyroid cancer
papillary
lymphatic metastases
imaging
TI-RADS category
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