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Syaifulnizam Abd Manaf
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Feature Selection Optimization using Hybrid Relief-f with Self-adaptive Differential Evolution.
MN Zainudin, MN Sulaiman, N Mustapha, T Perumal, A Nazri, A Shahrel, ...
International Journal of Intelligent Engineering & Systems 10 (2), 2017
352017
Artificial neural networks for satellite image classification of shoreline extraction for land and water classes of the north west coast of peninsular Malaysia
SA Manaf, N Mustapha, MN Sulaiman, NA Husin, MRA Hamid
Advanced Science Letters 24 (2), 1382-1387, 2018
272018
Tracking and recognizing the activity of multi resident in smart home environments
R Mohamed, T Perumal, MN Sulaiman, N Mustapha, SA Manaf
Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 9 …, 2017
182017
Review on statistical approaches for automatic image annotation
S Abd Manaf, MJ Nordin
2009 International conference on electrical engineering and informatics 1, 56-61, 2009
172009
Hybridization of SLIC and Extra Tree for Object Based Image Analysis in Extracting Shoreline from Medium Resolution Satellite Images.
SA Manaf, N Mustapha, MN Sulaiman, NA Husin, HZM Shafri, MN Razali
International Journal of Intelligent Engineering & Systems 11 (1), 2018
152018
Comparison of Classification Techniques on Fused Optical and SAR Images for Shoreline Extraction: A Case Study at Northeast Coast of Peninsular Malaysia.
S Abd Manaf, N Mustapha, MN Sulaiman, NA Husin, MRA Hamid
J. Comput. Sci. 12 (8), 399-411, 2016
152016
MAJORITY VOTING OF ENSEMBLE CLASSIFIERS TO IMPROVE SHORELINE EXTRACTION OF MEDIUM RESOLUTION SATELLITE IMAGES.
S ABD MANAF, N MUSTAPHA, MDN SULAIMAN, NORA HUSIN, ...
Journal of Theoretical & Applied Information Technology 95 (18), 2017
92017
Change analysis on historical shorelines extracted from medium resolution satellite images: a case study on the southern coast of Peninsular Malaysia
S Abd Manaf, N Mustapha, MN Sulaiman, NA Husin, MRA Hamid
IOP Conference Series: Earth and Environmental Science 169 (1), 012101, 2018
42018
Quantitative Validation Assessment on Shorelines Extracted from Image Classification Techniques of Medium Resolution Satellite Images Based on Change Analysis
S Abd Manaf, N Mustapha, MN Sulaiman, NA Husin, HZM Shafri, ...
Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 9 …, 2017
32017
Validation assessment of shoreline extraction on medium resolution satellite image
SA Manaf, N Mustapha, MN Sulaiman, NA Husin, HZM Shafri
AIP Conference Proceedings 1891 (1), 2017
22017
SPATIO-TEMPORAL REGRESSION ANALYSIS ON SHORELINES DATA EXTRACTED FROM HISTORICAL SATELLITE IMAGES
S Abd Manaf, N Mustapha, MN Sulaiman, NA Husin, HZM Shafri, ...
12018
Monitoring shoreline changes in west Coast of Peninsular Malaysia using statistical analysis techniques
S Abd Manaf, N Mustapha, MN Sulaiman, NA Husin, MR Abdul
12016
Comparison between pixel-based and object-based classifications using radar satellite image in extracting massive flood extent at northern region of Peninsular Malaysia
S Abd Manaf, N Mustapha, HZ Mohd Shafri, MN Sulaiman, NA Husin
12015
Web GIS Model and Implementation for Spatio-Temporal Shoreline Monitoring and Projection Based on Historical Data
N Mustapha, CJ You, S Abd Manaf
2020
Open Source Operating System Client/Server Live CD
S Abd Manaf, DA Ghani, SV Nadarajan
2007
FUSION OF OPTICAL AND SAR IN EXTRACTING SHORELINE AT NORTHEAST COAST OF PENINSULAR MALAYSIA
S Abd Manaf, N Mustapha, MN Sulaiman, NA Husin, MR Abdul
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