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1
An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…In order to address the challenges that mentioned above in this study, in the first phase, a novel architecture based on ensemble feature selection techniques include Modified Binary Bat Algorithm (NBBA), Binary Quantum Particle Swarm Optimization (QBPSO) Algorithm and Binary Quantum Gravita tional Search Algorithm (QBGSA) is hybridized with the Multi-layer Perceptron (MLP) classifier in order to select relevant feature subsets and improve classification accuracy. …”
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2
A cascading fuzzy logic with image processing algorithm-based defect detection for automatic visual inspection of industrial cylindrical object’s surface
Published 2018“…The image processing algorithm has been developed to extract the main features of the tested objects such as defects, borders, and noise. …”
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3
Scheduling of batch process plant / Aladin Awang Hamat
Published 1999“…For that reason, this research is done based on the development of scheduling, involving algorithm and hardware. …”
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4
Study of Free Falling Particle in Viscous Fluid
Published 2016“…It has a vast application in our daily life. For example, mathematical computation or calculator, development of algorithmic equations, simulation, construction of virtual models and prototyping, analysis of data, exploration and visualization, visualization of graphics in the area of scientific and engineering aspects and also lastly the applications development such as the Graphical User Interface building. …”
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Final Year Project -
5
Pharmacy stock inventory system
Published 2005“…This project was developed using Visual Basic 6.0 and Microsoft Access 2000 as a database platform. …”
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Undergraduates Project Papers -
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Visdom: Smart guide robot for visually impaired people
Published 2025“…This report details the development of an autonomous guide robot system for visually impaired individuals using the ROS 2 framework and the Wheeltec R550 Robot platform. …”
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Final Year Project / Dissertation / Thesis -
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Mobile app of mood prediction based on menstrual cycle using machine learning algorithm / Nur Hazirah Amir
Published 2019“…The development model used for this project is Agile model development cycle. …”
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8
Pipeline Corrosion Prediction Due To Naphthenic Acid Using Auto Regressive Integrated Moving Average Method (Arima)
Published 2019“…This study is focusing on developing prediction model and visualization of the prediction result. …”
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Final Year Project -
9
Low-light image analysis and contrast enhancement using gaussian process / Loh Yuen Peng
Published 2018“…However, current studies in low-light fundamentally lack an indepth understanding of natural vision in low-light that would strengthen the development of effective algorithms. This has subsequently restricted the development of well-rounded systems that would aid in low-light environments, such as assistive systems, surveillance, and autonomous car driving. …”
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10
A hardware implementation of Rivest-Shamir-Adleman co-processor for resource constrained embedded systems
Published 2006“…Upon verification, a demonstration application prototype that performs RSA encryption and decryption is developed using Visual Basic 6.0. This RSA co-processor core is able to encrypt and decrypt data with variable key lengths up to 4096 bits. …”
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11
Wearable based-sensor fall detection system using machine learning algorithm
Published 2021“…When a fall occurs, lack of immediate help or action is the main problem, especially when bleeding is involved, as fall-related injuries are a life- threatening for many people. To prevent such kinds of deadly scenarios, a reliable fall detection system must be developed to help many lives. …”
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Proceeding Paper -
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Forecasting and tracking of project completion dateline using requirement traceability matrix in scrum
Published 2024“…SCRUM is an agile software development life cycle (SDLC) that is dynamic and flexible. …”
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Final Year Project / Dissertation / Thesis -
13
A Novel Medical Image De-noising Algorithm for Efficient Diagnosis in Smart Health Environment
Published 2022“…The visual quality of the de-noised medical image (PET) and correlation graph determines that the proposed algorithms outperform the conventional de-noising filter. …”
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Conference or Workshop Item -
14
A Novel Medical Image De-noising Algorithm for Efficient Diagnosis in Smart Health Environment
Published 2022“…The visual quality of the de-noised medical image (PET) and correlation graph determines that the proposed algorithms outperform the conventional de-noising filter. …”
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Conference or Workshop Item -
15
Library reservation system using face detection / Nik Ruslawati Nik Mustapa and Nur Athikah Fatehah Rosli
Published 2022“…Phyton language and Visual Studio Code were used to develop the system. …”
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Machine Learning Workflow to Predict Remaining Useful Life (RUL) of Equipment
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Final Year Project -
17
Vehicle Detection in Deep Learning
Published 2019“…Robust and efficient vehicle detection is an important feature to utilize in the smart transportation system. With the development of computer vision techniques and accessibility of large-scale traffic transport data, deep learning has been enabled to on-road vehicle detection algorithms. …”
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Final Year Project / Dissertation / Thesis -
18
Development of graphical interface software for solar flare monitoring system
Published 2023“…The developed Graphical Interface software showed a visualized sunrise and sunset patterns which is in agreement with the previous study. …”
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Video surveillance: explosion detection
Published 2025“…Thus, this research focusses on developing an intelligent explosion detection surveillance system that is capable of early and accurate explosion detection. …”
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Final Year Project / Dissertation / Thesis -
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Mobile application for real time baby sign language recognition using YOLOv8 / Siti Aishah Idris and Ahmad Firdaus Ahmad Fadzil
Published 2024“…This research will focus only on six basic baby sign languages that are commonly used in daily life. The model will be designed and developed using a deep learning algorithm, which is YOLOv8, the latest version of YOLO. …”
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