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Modelling of optimized hybrid debris flow using airborne laser scanning data in Malaysia
Published 2019“…The general objective of the study was the development of optimized hybrid debris flow models using airborne laser scanning data and Machine learning algorithms in Malaysia. …”
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Thesis -
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A video-rate color image segmentation using adaptive and statistical membership function
Published 2010“…Typically, the image segmentation algorithms in video processing system require very high computation power, so it is desirable to develop algorithms for implementation as a real-time system. …”
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Optimizing optimal path trace back for Smith-Waterman algorithm using structural modelling technique
Published 2012“…The optimizing of optimal path trace back system for Smith-Waterman algorithm using structural modelling techniques are presented in this paper. …”
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Student Project -
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Metaheuristic searching genetic algorithm based reliability assessment of hybrid power generation system
Published 2020“…The MSGA is based on a combination of metaheuristic scanning and Genetic Algorithm. The MSGA technique is used for evaluating the reliability and adequacy of generation systems integrated with wind/Solar energy is developed. …”
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COMPUTERIZED SEGMENTATION OF SINUS IMAGES
Published 2009“…Multilevel thresholding algorithms were developed to segment the images into meaningful regions for the detection of sinusitis. …”
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Final Year Project -
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Modelling and optimization of catalytic-dielectric barrier discharge plasma reactor for methane and carbon dioxide conversion using hybrid artificial neural network - genetic algor...
Published 2007“…A hybrid artificial neural network-genetic algorithm (ANN-GA) was developed to model, simulate and optimize the catalytic-dielectric barrier discharge plasma reactor. …”
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Development of low cost 3D scanner (LC3S) using Matlab and FPGA / Abdul Rais Abdul Rahim ...[et al.]
Published 2018“…Triangulation algorithm is applied and a software for scanning and improving the image is developed using MATLAB. …”
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An annotated image dataset of urban insects for the development of computer vision and deep learning models with detection tasks
Published 2025“…A large image dataset with the aim of developing an insect recognition algorithm like YOLO. …”
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Area-based vs tree-centric approaches to mapping forest carbon in Southeast Asian forests from airborne laser scanning data
Published 2017“…We compare the performance of (a) an area-based model developed by Asner and Mascaro (2014), and used primarily in the neotropics hitherto, with (b) a tree centric approach that uses a new algorithm (itcSegment) to locate trees within the ALS canopy height model, measures their heights and crown widths, and calculates biomass from these dimensions. …”
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Brain tumor image segmentation using deep learning approach
Published 2022“…The proposed model is developed with Keras by using “Brain MRI segmentation” dataset. 1373images are used from the dataset where they are split as 1098 images for training, 137imagesfor validation and 138 images for testing and the proposed model managed to obtain 75.78% average tumor segmentation accuracy using Jaccard similarity index on the testing set. …”
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Final Year Project / Dissertation / Thesis -
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Modeling of road geometry and traffic accidents by hierarchical object-based and deep learning methods using laser scanning data
Published 2018“…There was a need for efficient segmentation algorithm, optimization strategy, feature extraction and classification, and robust statistical and computational intelligence models to accomplish the set aims. …”
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Some metaheuristic algorithms for solving multiple cross-functional team selection problems
Published 2022“…We compared the developed algorithms with the MIQP-CPLEX solver on 500 programming contestants with 37 skills and several randomized distribution datasets. …”
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis -
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Prime-based method for interactive mining of frequent patterns
Published 2010“…Moreover, this study introduces a mining algorithm called PC-miner to mine the mining model frequently with various values of minsup. …”
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Cognitive selection mechanism performance in IEEE 802.11 WLAN
Published 2013“…The enhancement reaped from the developed selection algorithm is expected to bring benefit to different user at various places…”
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A fast knowledge-based plane reconstruction method from noisy 3D point cloud data
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Working Paper -
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Offline signature verification system using hidden markov model (HMM) analysis of varying number of states and state transition topology
Published 2023“…This paper describes the design and development of an offline signature verification system that is based on Hidden Markov Modeling (HMM) technique performed on a series of a localized direction feature extracted from a scanned signature image. …”
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