List of works - Alim Samat

A Few-Shot Semi-Supervised Learning Method for Remote Sensing Image Scene Classification

scholarly article

A novel hybrid sand and dust storm detection method using MODIS data on GEE platform

scientific article published in 2022

Active extreme learning machines for quad-polarimetric SAR imagery classification

scientific article published in March 2015

Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30

scholarly article

Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile

scholarly article published in September 2018

Direct, ECOC, ND and END Frameworks—Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan

scientific article published in 2019

Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification

scholarly article

Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer

scientific article published on 16 March 2016

High-Resolution Imagery Classification Based on Different Levels of Information ⬇️

scholarly article

Identifying the Key Information and Land Management Plans for Water Conservation under Dry Weather Conditions in the Border Areas of the Syr Darya River in Kazakhstan

scientific article published on 29 November 2018

Information Fusion for Urban Road Extraction From VHR Optical Satellite Images

scientific article published in May 2016

Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification

scientific article published in November 2016

Polarimetric SAR image classification by Boosted Multiple-Kernel Extreme Learning Machines with polarimetric and spatial features

scientific article published on 26 November 2014

Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas

scientific article published in December 2018

Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

Spatio-Temporal Variations of Satellite-Based PM2.5 Concentrations and Its Determinants in Xinjiang, Northwest of China

scientific article published on 24 March 2020

Spatiotemporal Pattern of PM2.5 Concentrations in Mainland China and Analysis of Its Influencing Factors using Geographically Weighted Regression

scientific article

Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification

scientific article published in April 2017

System Dynamics Modeling of Water Level Variations of Lake Issyk-Kul, Kyrgyzstan

article

List of works by Alim Samat

A Few-Shot Semi-Supervised Learning Method for Remote Sensing Image Scene Classification

A novel hybrid sand and dust storm detection method using MODIS data on GEE platform

Active extreme learning machines for quad-polarimetric SAR imagery classification

Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30

Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile

Direct, ECOC, ND and END Frameworks—Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan

Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification

Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer

High-Resolution Imagery Classification Based on Different Levels of Information ⬇️

Identifying the Key Information and Land Management Plans for Water Conservation under Dry Weather Conditions in the Border Areas of the Syr Darya River in Kazakhstan

Information Fusion for Urban Road Extraction From VHR Optical Satellite Images

Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification

Polarimetric SAR image classification by Boosted Multiple-Kernel Extreme Learning Machines with polarimetric and spatial features

Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas

Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

Spatio-Temporal Variations of Satellite-Based PM2.5 Concentrations and Its Determinants in Xinjiang, Northwest of China

Spatiotemporal Pattern of PM2.5 Concentrations in Mainland China and Analysis of Its Influencing Factors using Geographically Weighted Regression

Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification

System Dynamics Modeling of Water Level Variations of Lake Issyk-Kul, Kyrgyzstan