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Development of hippocampus MRI image segmentation algorithm for progression detection of alzheimer’s disease (AD)
Published 2022“…This study indicates developing an algorithm for detecting and progressing through the hippocampus of patients with Alzheimer's disease in MRI images. …”
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Music Recommender System Using Machine Learning Content-Based Filtering Technique
Published 2022“…The constant advancement of web development trends and technology has resulted in a big number of web systems that are frequently visited on a regular basis. …”
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Undergraduates Project Papers -
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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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Development of a Web Access Control Technique Based User Access Behavior
Published 2004“…This thesis discusses about designs and develops techniques and algorithms for performing web access control. …”
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Web-based prediction system of restaurant popularity using linear regression / Aiman Zikri Mohd Zamri
Published 2017“…The unnecessary data which is unneeded for the system will be filtered. To develop the system, the processed data will be used to calculate the Restaurant Popularity using probability in Design and Development Phase. …”
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Student Project -
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Deterministic and stochastic inventory routing problems with backorders using artificial bee colony / Huda Zuhrah Ab Halim
Published 2019“…A new MILP for DSIRPB is formulated and used within the algorithm. The DSIRPB is modeled as stochastic dynamic programming and solved using hybrid rollout algorithm. …”
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Bee colony optimised mass rapid transit routing prototype
Published 2017“…Through a questionnaire survey conducted among 900 LRT/MRT users in Klang Valley and data analysed using the BCO algorithm, a BCO-LRT/MRT routing prototype for Klang Valley was developed to assist tourists, especially those who are spending shopping vacations but unfamiliar with this region. …”
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Design and implementation of a deep learning based hand gesture recognition system for Rehabilitation Internet-Of-Things (RIOT) environments using MediaPipe
Published 2025“…Several limitations, including latency and distance sensitivity, are addressed in this system with edge computing alongside adaptive algorithms. The key contributions of this research are as follows: First, developing a real-time and cost-effective solution for remote stroke rehabilitation. …”
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Using content-based filtering and apriori for recommendation systems in a smart shopping system
Published 2024“…To achieve this objective, the research employs machine learning techniques, specifically content-based filtering and the Apriori algorithm. Con-tent-based filtering is utilized to analyze user preferences and be-havioral patterns related to visited products, while the Apriori al-gorithm is employed to evaluate support and confidence values for item set combinations, thereby generating frequency values for future transactions involving product combinations. …”
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Predicting factors of library traffic for UiTMCTKKT Cendekiawan Library using predictive analytics / Azzatul Husna Abdul Aziz
Published 2025“…To ensure the practical utility of results, the developed Power BI dashboard was evaluated by three experts using the DATUS model. …”
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Incremental learning for large-scale stream data and its application to cybersecurity
Published 2015“…For this purpose, we develop an autonomous system that learns from double-bounce emails collected at a mail server. …”
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