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On the use of explainable AI for susceptibility modeling: Examining the spatial pattern of SHAP values
期刊论文
OAI收割
GEOSCIENCE FRONTIERS, 2024, 卷号: 15, 期号: 4, 页码: 101800
作者:
Wang, Nan
;
Zhang, Hongyan
;
Dahal, Ashok
;
Cheng, Weiming
;
Zhao, Min
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/04/08
Hydro-morphological processes
SHAP maps
Explainable AI
China
Spectral encoder to extract the efficient features of Raman spectra for reliable and precise quantitative analysis
期刊论文
OAI收割
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 312
作者:
Gao, Chi
;
Fan, Qi
;
Zhao, Peng
;
Sun, Chao
;
Dang, Ruochen
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/04/08
Raman spectroscopy
Quantitative analysis
Deep learning
Spectral encoder
Feature extraction
Including soil depth as a predictor variable increases prediction accuracy of SOC stocks
期刊论文
OAI收割
SOIL & TILLAGE RESEARCH, 2024, 卷号: 238, 页码: 17
作者:
Li, Jiaying
;
Liu, Feng
;
Shi, Wenjiao
;
Du, Zhengping
;
Deng, Xiangzheng
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/04/01
High accuracy surface modelling
Interpolation
Linear model
Machine learning model
Soil organic carbon stocks
Fatigue life prediction for LPBF-fabricated Ti-6Al-4V up to very-high-cycle regime based on continuum damage mechanics incorporating effect of defects
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF FATIGUE, 2024, 卷号: 181, 页码: 13
作者:
Ling, Chao
;
Jia, Yinfeng
;
Fu, Rui
;
Zheng, Liang
;
Zhong, Zheng
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/03/11
Fatigue life prediction
LPBF-fabricated Ti-6Al-4V
Continuum damage mechanics
Defect
Very-high-cycle fatigue
Transformer-based stroke relation encoding for online handwriting and sketches
期刊论文
OAI收割
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 13
作者:
Liu, Jing-Yu
;
Zhang, Yan-Ming
;
Yin, Fei
;
Liu, Cheng-Lin
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/02/22
Online stroke classification
Handwritten document analysis
Diagram recognition
Sketch semantic segmentation
Position encoding in transformer
Graph meets probabilistic generation model: A new perspective for graph disentanglement
期刊论文
OAI收割
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 11
作者:
Peng, Zouzhang
;
Zheng, Shuai
;
Zhu, Zhenfeng
;
Liu, Zhizhe
;
Cheng, Jian
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/02/22
Graph representation learning
Graph disentanglement
Probabilistic generation model
Monitoring soil organic carbon under coastal restoration using time series Sentinel-1
期刊论文
OAI收割
LAND DEGRADATION & DEVELOPMENT, 2024, 卷号: N/A
作者:
Yang, Ren-Min
;
Huang, Lai-Ming
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/04/08
Monte Carlo feature selection
random forests
soil organic carbon
structural equation modeling
synthetic aperture radar
vegetation phenology
Cadmium accumulation in tropical island paddy soils: From environment and health risk assessment to model prediction
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2024, 卷号: 465, 页码: 14
作者:
Guo, Yan
;
Yang, Yi
;
Li, Ruxia
;
Liao, Xiaoyong
;
Li, Yonghua
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/03/25
Cadmium
Pollution assessment
Probabilistic health risk
XGBoost
Hotspot mapping and risk prediction of fluoride in natural waters across the Tibetan Plateau
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2024, 卷号: 465, 页码: 12
作者:
Yang, Yi
;
Zhang, Ru
;
Deji, Yangzong
;
Li, Yonghua
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/04/01
Fluoride
Machine learning
Natural waters
Prediction
The Tibetan Plateau
Evaluation of digital soil mapping projection in soil organic carbon change modeling
期刊论文
OAI收割
ECOLOGICAL INFORMATICS, 2024, 卷号: 79, 页码: 12
作者:
Zhang, Tao
;
Huang, Lai-Ming
;
Yang, Ren-Min
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/01/22
Soil carbon change
Digital soil mapping
Model projections
Environmental change
Temporal transferability