Akib Javed

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 4

Top Topics

Machine Learning Algorithms

Digital Elevation

Ensemble Learning

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Appl. Earth Obs. Geoinformation

Publications

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)
Nayyer Saleem, Md. Enamul Huq, Nana Yaw Danquah Twumasi, Akib Javed, Asif Sajjad
Parameters Derived from and/or Used with Digital Elevation Models (DEMs) for Landslide Susceptibility Mapping and Landslide Risk Assessment: A Review. ISPRS Int. J. Geo Inf. 8 (12) (2019)