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Fuzzy Deep Forest With Deep Contours Feature for Leaf Cultivar Classification
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 卷号: 30, 期号: 12, 页码: 5431-5444
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/01/09
Contour feature learning
data augmentation
deep forest
fuzzy logic
Effect of Textural Features in Remote Sensed Data on Rubber Plantation Extraction at Different Levels of Spatial Resolution
期刊论文
FORESTS, 2020, 卷号: 11, 期号: 4, 页码: 18
作者:
Zhang, Chenchen
;
Huang, Chong
;
Li, He
;
Liu, Qingsheng
;
Li, Jing
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/23
rubber plantation
multiresolution remote sensing images
GLCM
multiscale window sizes
variable importance
Random Forest classifier
Random Forest-Based Ensemble Estimator for Concrete Compressive Strength Prediction via AdaBoost Method
会议论文
Kunming, China, July 20, 2019 - July 22, 2019
作者:
Lv, Yuanxin
;
Shi, Xiaoyu
;
Ran, Longyu
;
Shang, Mingsheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/02/18
Spatiotemporal variations in cropland abandonment in the Guizhou-Guangxi karst mountain area, China
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 238, 页码: 15
作者:
Han, Ze
;
Song, Wei
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  |  
浏览/下载:2/0
  |  
提交时间:2020/03/23
Abandoned cropland (ACL)
MODIS time series
Random forests classifier
Multi-level analysis
Guizhou-guangxi karst mountain area (GGKMA)
China
Mapping sugarcane in complex landscapes by integrating multi-temporal Sentinel-2 images and machine learning algorithms
期刊论文
LAND USE POLICY, 2019, 卷号: 88, 页码: 11
作者:
Wang, Ming
;
Liu, Zhengjia
;
Baig, Muhammad Hasan Ali
;
Wang, Yongsheng
;
Li, Yurui
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Crop phenology
Sentinel-2 images
Machine learning approach
Sugarcane mapping
Land use
Forest-Type Classification Using Time-Weighted Dynamic Time Warping Analysis in Mountain Areas: A Case Study in Southern China
期刊论文
FORESTS, 2019, 卷号: 10, 期号: 11, 页码: 18
作者:
Cheng, Kai
;
Wang, Juanle
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
forest type
time-weighted dynamic time warping
random forest
support vector machine
mountain area
southern China
Forest Type Classification Based on Integrated Spectral-Spatial-Temporal Features and Random Forest Algorithm-A Case Study in the Qinling Mountains
期刊论文
FORESTS, 2019, 卷号: 10, 期号: 7, 页码: 18
作者:
Cheng, Kai
;
Wang, Juanle
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/03/23
forest type
spectral-spatial-temporal features
random forest
random forest-recursive feature elimination
sentinel-2 time series
Extracting urban landmarks from geographical datasets using a random forests classifier
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 12
作者:
Lin, Yue
;
Cai, Yuyang
;
Gong, Yue
;
Kang, Mengjun
;
Li, Lin
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
SMOTE
landmark salience
machine learning
spatial cognition
imbalanced dataset
Extracting urban landmarks from geographical datasets using a random forests classifier
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 12
作者:
Lin, Yue
;
Cai, Yuyang
;
Gong, Yue
;
Kang, Mengjun
;
Li, Lin
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
SMOTE
landmark salience
machine learning
spatial cognition
imbalanced dataset
Lung vessel segmentation based on random forests
期刊论文
ELECTRONICS LETTERS, 2017, 卷号: 53, 期号: 4, 页码: 220-222
作者:
Zhao, Bowen
;
Cao, Zhulou
;
Wang, Sicheng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/12
image segmentation
lung
medical image processing
computerised
tomography
edge detection
image restoration
feature extraction
learning (artificial intelligence)
neural nets
lung vessel
segmentation
computed tomography
CT images
blurred edges
lung
images
random forest classifier
sparse autoencoder features
multiscale representations
Gaussian pyramid
sparse auto encoder
convolution kernel
feature extraction
noise-added VESSEL12 dataset
machine learning methods
shallow neural network
feature extraction
tool
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