Maher Ibrahim Sameen
Maher Ibrahim Sameen
Postdoctoral Research Fellow, UTS
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Severity prediction of traffic accidents with recurrent neural networks
MI Sameen, B Pradhan
Applied Sciences 7 (6), 476, 2017
Optimized neural architecture for automatic landslide detection from high‐resolution airborne laser scanning data
MR Mezaal, B Pradhan, MI Sameen, HZ Mohd Shafri, ZM Yusoff
Applied Sciences 7 (7), 730, 2017
Improving the accuracy of landslide susceptibility model using a novel region-partitioning approach
H Hong, B Pradhan, MI Sameen, B Kalantar, A Zhu, W Chen
Landslides 15 (4), 753-772, 2018
Drone-based land-cover mapping using a fuzzy unordered rule induction algorithm integrated into object-based image analysis
B Kalantar, SB Mansor, MI Sameen, B Pradhan, HZM Shafri
International Journal of Remote Sensing 38 (8-10), 2535-2556, 2017
A two-stage optimization strategy for fuzzy object-based analysis using airborne LiDAR and high-resolution orthophotos for urban road extraction
MI Sameen, B Pradhan
Journal of Sensors 2017, 2017
Integration of Ant Colony Optimization and Object-Based Analysis for LiDAR Data Classification
M Ibrahim, B Pradhan, H Shafri, MR Mezaal, H Hamid
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017
Modeling landslide susceptibility in data-scarce environments using optimized data mining and statistical methods
JH Lee, MI Sameen, B Pradhan, HJ Park
Geomorphology 303, 284-298, 2018
Performance evaluation and sensitivity analysis of expert-based, statistical, machine learning, and hybrid models for producing landslide susceptibility maps
B Pradhan, MI Seeni, B Kalantar
Laser scanning applications in landslide assessment, 193-232, 2017
Deep learning approach for building detection using lidar–orthophoto fusion
FH Nahhas, HZM Shafri, MI Sameen, B Pradhan, S Mansor
Journal of Sensors 2018, 2018
A refined classification approach by integrating Landsat Operational Land Imager (OLI) and RADARSAT-2 imagery for land-use and land-cover mapping in a tropical area
MI Sameen, FH Nahhas, F Hussein, B Pradhan, ARBM Shariff
International Journal of Remote Sensing 37 (10), 2358-2375, 2016
Assessment of the effects of expressway geometric design features on the frequency of accident crash rates using high-resolution laser scanning data and GIS
MI Sameen, B Pradhan
Geomatics, Natural Hazards and Risk 8 (2), 733-747, 2017
Application of convolutional neural networks featuring Bayesian optimization for landslide susceptibility assessment
MI Sameen, B Pradhan, S Lee
Catena 186, 104249, 2020
Self-learning random forests model for mapping groundwater yield in data-scarce areas
MI Sameen, B Pradhan, S Lee
Natural Resources Research 28 (3), 757-775, 2019
Classification of very high resolution aerial photos using spectral-spatial convolutional neural networks
MI Sameen, B Pradhan, OS Aziz
Journal of Sensors 2018, 2018
Spatial prediction of rotational landslide using geographically weighted regression, logistic regression, and support vector machine models in Xing Guo area (China)
H Hong, B Pradhan, MI Sameen, W Chen, C Xu
Geomatics, Natural Hazards and Risk 8 (2), 1997-2022, 2017
Landslide detection using residual networks and the fusion of spectral and topographic information
MI Sameen, B Pradhan
IEEE Access 7, 114363-114373, 2019
A Simplified Semi-Automatic Technique for Highway Extraction from High-Resolution Airborne LiDAR Data and Orthophotos
MI Sameen, B Pradhan
Journal of the Indian Society of Remote Sensing, 2016
Automatic surface temperature mapping in arcgis using landsat-8 tirs and envi tools, case study: Al Habbaniyah Lake
MI Sameen, MA Al Kubaisy
J. Environ. Earth Sci 4 (12), 12-17, 2014
Integration of LiDAR and QuickBird data for automatic landslide detection using object-based analysis and random forests
B Pradhan, MI Seeni, H Nampak
Laser Scanning Applications in Landslide Assessment, 69-81, 2017
Manifestation of SVM-based rectified linear unit (ReLU) kernel function in landslide modelling
B Pradhan, MI Sameen
Space Science and Communication for Sustainability, 185-195, 2018
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