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Muhammad Nasar Ahmad
ORCID
Publication Activity (10 Years)
Years Active: 2024-2024
Publications (10 Years): 3
Top Topics
Ensemble Learning
Data Fusion
Random Forests
Learning Algorithm
Top Venues
Remote. Sens.
Int. J. Appl. Earth Obs. Geoinformation
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Publications
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Zhenfeng Shao
,
Muhammad Nasar Ahmad
,
Akib Javed
Comparison of Random Forest and XGBoost Classifiers Using Integrated Optical and SAR Features for Mapping Urban Impervious Surface.
Remote. Sens.
16 (4) (2024)
Muhammad Nasar Ahmad
,
Zhenfeng Shao
,
Akib Javed
,
Israr Ahmad
,
Fakhrul Islam
,
Hariklia D. Skilodimou
,
George D. Bathrellos
Optical-SAR Data Fusion Based on Simple Layer Stacking and the XGBoost Algorithm to Extract Urban Impervious Surfaces in Global Alpha Cities.
Remote. Sens.
16 (5) (2024)
Muhammad Nasar Ahmad
,
Zhenfeng Shao
,
Xiongwu Xiao
,
Peng Fu
,
Akib Javed
,
Iffat Ara
A novel ensemble learning approach to extract urban impervious surface based on machine learning algorithms using SAR and optical data.
Int. J. Appl. Earth Obs. Geoinformation
132 (2024)