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Alim Samat
Alim Samat
Professor, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences
Dirección de correo verificada de ms.xjb.ac.cn - Página principal
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Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features
P Du, A Samat, B Waske, S Liu, Z Li
ISPRS Journal of Photogrammetry and Remote Sensing, 38-53, 2015
5092015
Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification
E Li, J Xia, P Du, C Lin, A Samat
IEEE Transactions on Geoscience and Remote Sensing, 1-13, 2017
3112017
E2LMs: Ensemble Extreme Learning Machines for Hyperspectral Image Classification
A Samat, P Du, S Liu, J Li, L Cheng
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
2392014
Spatiotemporal Pattern of PM2.5 Concentrations in Mainland China and Analysis of Its Influencing Factors using Geographically Weighted Regression
J Luo, P Du, A Samat, J Xia, M Che, Z Xue
Scientific Reports, 7:40607, 2017
1832017
Advances of Four Machine Learning Methods for Spatial Data Handling: a Review
P Du, X Bai, K Tan, Z Xue, A Samat, J Xia, E Li, H Su, W Liu
Journal of Geovisualization and Spatial Analysis 4 (13), 1-25, 2020
1702020
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection
S Liu, Q Du, X Tong, A Samat, L Bruzzone, F Bovolo
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017
952017
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles
A Samat, E Li, W Wang, S Liu, C Lin, J Abuduwaili
Remote Sensing 12 (1), 1973, 2020
882020
Improved hyperspectral image classification by active learning using pre-designed mixed pixels
A Samat, J Li, S Liu, P Du, Z Miao, J Luo
Pattern Recognition 51, 43-58, 2016
732016
Quantitative Soil Wind Erosion Potential Mapping for Central Asia Using the Google Earth Engine Platform
W Wang, A Samat, Y Ge, L Ma, A Tuheti, S Zou, J Abuduwaili
Remote Sensing 12 (1), 3430, 2020
632020
A review on the research of modern aeolian dust in Central Asia
H Shen, J Abuduwaili, A Samat, L Ma
Arabian Journal of Geosciences 9, 1-16, 2016
582016
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion
S Liu, Q Du, X Tong, A Samat, L Bruzzone
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
572019
Band selection-based dimensionality reduction for change detection in multi-temporal hyperspectral images
S Liu, Q Du, X Tong, A Samat, H Pan, X Ma
Remote Sensing 9 (10), 1008, 2017
552017
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective
S Liu, M Chi, Y Zou, A Samat, JA Benediktsson, A Plaza
IEEE Geoscience and Remote Sensing Letters, 2017
552017
System dynamics modeling of water level variations of Lake Issyk-Kul, Kyrgyzstan
Y Alifujiang, J Abuduwaili, L Ma, A Samat, M Groll
Water 9 (12), 989, 2017
542017
An automatic approach for urban land-cover classification from Landsat-8 OLI data
E Li, P Du, A Samat, J Xia, M Che
International Journal of Remote Sensing 36 (24), 5983-6007, 2015
522015
Remote sensing-based land surface change identification and prediction in the Aral Sea bed, Central Asia
H Shen, J Abuduwaili, L Ma, A Samat
International journal of environmental science and technology 16, 2031-2046, 2019
512019
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification
P Du, E Li, J Xia, A Samat, X Bai
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
502018
Active extreme learning machines for quad-polarimetric SAR imagery classification
A Samat, P Gamba, P Du, J Luo
International Journal of Applied Earth Observation and Geoinformation 35 …, 2015
482015
CatBoost for RS Image Classification with Pseudo Label Support from Neighbor Patches based Clustering
A Samat, E Li, P Du, S Liu, Z Miao, W Zhang
IEEE Geoscience and Remote Sensing Letters 99 (1), 1-5, 2020
452020
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification via Parallelized mRMR Ensemble Subspace Feature Selection
A Samat, E Li, P Du, S Liu, J Xia
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
432021
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Artículos 1–20