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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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Thesis -
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Educational video recommender system for computer science students using content-based filtering / Walid Burhani Mohd Zamani
Published 2025“…The objective is to study the content-based algorithm, to develop the prototype of educational video recommendation system using content-based filtering algorithm and to evaluate the performance and accuracy of the content-based filtering algorithm. …”
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The development of autonomous examination paper application: a case study in UiTM cawangan Perlis / Noorfaizalfarid Mohd Noor, Nadhirah Mohd Napi and Izzati Farzana Ibni Amin
Published 2019“…Hence, generating question paper in an effective way is a decisive job for educators in educational institution. Using traditional method, it is monotonous and time consuming. …”
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Towards Software Product Lines Optimization Using Evolutionary Algorithms
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Proceeding Paper -
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Integrated Solar-IoT monitoring and predictive maintenance systems for irrigation (S-IoTP) / Hasyiya Karimah Adli ... [et al.]
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Conference or Workshop Item -
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Poverty risk prediction based on socioeconomic factors using machine learning approach
Published 2025“…Poverty remains a persistent socioeconomic issue in Malaysia, affecting the quality of life, access to education, employment opportunities, and long-term wellbeing. …”
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Student Project -
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ScholarsAid: a personalized scholarship web application based on web scraping/ Muhammad Nur Haqeem Sulaiman and Norhasliza Ahmad
Published 2023“…The web application is developed using the Rapid Application Development (RAD) model and covers the entire process from data collection through to evaluation of the personalized scholarship recommendations. …”
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Article recommendation system using content-based filtering / Muhammad Hazrul Afiq Kamaruddin
Published 2024“…The challenges in the education industry include the time-consuming process of manually searching for relevant research articles, which reduces productivity and negatively impacts academic performance. …”
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Video colorization using canny optimization technique / Irwin Kevin Mueson
Published 2016“…Ramlee movie which is originally in grayscale. Development is time consuming especially on colorization process, and it will be develop using Matlab. …”
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VOBcal: variant of bracketing method calculator
Published 2023“…VOBcal can be used as a mathematical tool for research and development (R&D) purposes as well as providing effective learning and educational support for academics and researchers.…”
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Book Section -
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PoshPick / Aiman Ariff Suliman ... [et al.]
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Entrepreneurship Project -
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Two-stage Heuristic for Primary School Timetabling Problem with Combined Classes Consideration
Published 2020“…Most of the primary school timetables are manually developed, which is extremely time-consuming. According to the new policy announced on 12th Dec 2017by the Ministry of Education (MoE) Malaysia, due to the shortage of teachers, combined-classes should be implemented in lowenrolment schools with fewer than 30 students. …”
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Identification of Quran recitation segment from speech video recording / Liliana Nulkasim @ Mohd Kassim
Published 2017“…Identifying Quran recitation segment from speech video recording has become one of an active research themes in speech processing and in application based on Quran education. Therefore, a more efficient method for video segment identification within long speech video recording that will consuming time is urgently needed. …”
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The impact of Xiaohongshu as the primary information hub: a case study among utar undergraduates
Published 2025“…This study highlights a broader shift in digital literacy, in which students actively engage with emotionally resonant and socially validated content rather than passively consuming it. The findings have practical implications for educators, marketers, and platform developers who want to tailor communication strategies to the preferences of young audiences. …”
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Final Year Project / Dissertation / Thesis -
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Framework for location based attendance system by using fourth industrial revolution (4ir) technologies
Published 2021“…The 4IR is not only for industrial production, but it is also involved in almost every field including education and commercial domains. In every organization, including an educational institute or any other commercial organization, attendance has a great importance. …”
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