Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer. - Alim Samat; Paolo Gamba; Jilili Abuduwaili; Sicong Liu 001; Zelang Miao (Remote. Sens., 2016)

Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification. - Alim Samat; Paolo Gamba; Sicong Liu 001; Peijun Du; Jilili Abuduwaili (IEEE Trans. Geosci. Remote. Sens., 2016)

Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification. - Alim Samat; Claudio Persello; Paolo Gamba; Sicong Liu 001; Jilili Abuduwaili; Erzhu Li (Remote. Sens., 2017)

Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas. - Alim Samat; Paolo Gamba; Sicong Liu 001; Zelang Miao; Erzhu Li; Jilili Abuduwaili (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Fuzzy multiclass active learning for hyperspectral image classification. - Alim Samat; Paolo Gamba; Sicong Liu 001; Erzhu Li; Zelang Miao; Jilili Abuduwaili (IET Image Process., 2018)

Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile. - Alim Samat; Claudio Persello; Sicong Liu 001; Erzhu Li; Zelang Miao; Jilili Abuduwaili (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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. - Alim Samat; Naoto Yokoya; Peijun Du; Sicong Liu 001; Long Ma 005; Yongxiao Ge; Gulnura Issanova; Abdula Saparov; Jilili Abuduwaili; Cong Lin 002 (Remote. Sens., 2019)

Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles. - Alim Samat; Erzhu Li; Wei Wang 145; Sicong Liu 001; Cong Lin 002; Jilili Abuduwaili (Remote. Sens., 2020)

Quantitative Soil Wind Erosion Potential Mapping for Central Asia Using the Google Earth Engine Platform. - Wei Wang 145; Alim Samat; Yongxiao Ge; Long Ma 005; Abula Tuheti; Shan Zou; Jilili Abuduwaili (Remote. Sens., 2020)

Automatic Identification of Sand and Dust Storm Sources Based on Wind Vector and Google Earth Engine. - Wei Wang 145; Alim Samat; Jilili Abuduwaili; Chen Wang; Philippe De Maeyer; Tim Van de Voorde (IEEE Geosci. Remote. Sens. Lett., 2022)

Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images. - Alim Samat; Paolo Gamba; Wei Wang 145; Jieqiong Luo; Erzhu Li; Sicong Liu 001; Peijun Du; Jilili Abuduwaili (Remote. Sens., 2022)

Insights into Variations and Potential Long-Range Transport of Atmospheric Aerosols from the Aral Sea Basin in Central Asia. - Na Wu; Yongxiao Ge; Jilili Abuduwaili; Gulnura Issanova; Galymzhan Saparov (Remote. Sens., 2022)

Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries. - Ximing Liu; Alim Samat; Erzhu Li; Wei Wang 145; Jilili Abuduwaili (Sensors, 2022)

Machine learning-based prediction of sand and dust storm sources in arid Central Asia. - Wei Wang 145; Alim Samat; Jilili Abuduwaili; Philippe De Maeyer; Tim Van de Voorde (Int. J. Digit. Earth, 2023)

Desertification Monitoring Using Machine Learning Techniques with Multiple Indicators Derived from Sentinel-2 in Turkmenistan. - Arslan Berdyyev; Yousef A. Al-Masnay; Mukhiddin Juliev; Jilili Abuduwaili (Remote. Sens., 2024)

Assessing Ecological Quality Dynamics and Driving Factors in the Irtysh River Basin Using AWBEI and OPGD Approaches. - Kaiyue Luo; Alim Samat; Tim Van de Voorde; Wenbo Li; Wenqiang Xu; Jilili Abuduwaili (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)