Spatio-temporal synthetic hyper spectral model for extracting and predicting shorelines in Peninsular Malaysia

by Abd Manaf, Syaifulnizam
Published 2021

Tracking and recognizing the activity of multi resident in smart home environments

by Mohamed, Raihani, Perumal, Thinagaran, Sulaiman, Md. Nasir, Mustapha, Norwati, Abd Manaf, Syaifulnizam
Published 2017

Comparison between pixel-based and object based classifications using radar satellite image in extracting massive flood extent at northern region of Peninsular Malaysia

by Abd Manaf, Syaifulnizam, Mustapha, Norwati, Mohd Shafri, Helmi Zulhaidi, Sulaiman, Md. Nasir, Husin, Nor Azura
Published 2015

Artificial neural networks for satellite image classification of shoreline extraction for land and water classes of the north west coast of Peninsular Malaysia

by Abd Manaf, Syaifulnizam, Mustapha, Norwati, Sulaiman, Md. Nasir, Husin, Nor Azura, Abdul Hamid, Mohd Radzi
Published 2018

Comparison between pixel-based and object-based classifications using radar satellite image in extracting massive flood extent at northern region of Peninsular Malaysia

by Abd Manaf, Syaifulnizam, Mustapha, Norwati, Mohd Shafri, Helmi Zulhaidi, Sulaiman, Md Nasir, Husin, Nor Azura
Published 2015

Discovering and recognizing of imbalance human activity in healthcare monitoring using hybrid SMOTE Tomek technique and decision tree model

by Mohamed, Raihani, Azizan, Nur Hidayah, Perumal, Thinagaran, Abd Manaf, Syaifulnizam, Marlisah, Erzam, Hardhienata, Medria Kusuma Dewi
Published 2024

Hybridization of SLIC and extra tree for object based image analysis in extracting shoreline from medium resolution satellite images

by Abd Manaf, Syaifulnizam, Mustapha, Norwati, Sulaiman, Md. Nasir, Husin, Nor Azura, Mohd Shafri, Helmi Zulhaidi, Razali, Mohd Norhisham
Published 2018

Quantitative validation assessment on shorelines extracted from image classification techniques of medium resolution satellite images based on change analysis

by Abd Manaf, Syaifulnizam, Mustapha, Norwati, Sulaiman, Md. Nasir, Husin, Nor Azura, Mohd Shafri, Helmi Zulhaidi, Abdul Hamid, Mohd Radzi
Published 2017

Majority voting of ensemble classifiers to improve shoreline extraction of medium resolution satellite images

by Abd Manaf, Syaifulnizam, Mustapha, Norwati, Sulaiman, Md Nasir, Husin, Nor Azura, Zainudin, Muhammad Noorazlan Shah, Mohd Shafri, Helmi Zulhaidi
Published 2017

Feature selection optimization using hybrid relief-f with self-adaptive differential evolution

by Zainudin, Muhammad Noorazlan Shah, Sulaiman, Md. Nasir, Mustapha, Norwati, Perumal, Thinagaran, Ahmad Nazri, Azree Shahrel, Mohamed, Raihani, Abd Manaf, Syaifulnizam
Published 2017