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Mining Sequential Patterns Using I-PrefixSpan
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Conference or Workshop Item -
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Music Recommender System Using Machine Learning Content-Based Filtering Technique
Published 2022“…The aim of this study is to study about music recommender system on how it is implemented and to design and develop a music recommender system. In this study, methods of K-Mean Clustering, Euclidean Distance and Cosine Similarity are implemented. …”
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Undergraduates Project Papers -
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Light Vehicle Energy Management System using Multi-Power Sources
Published 2012“…Other sources were used as supplemental power sources for medium range vehicle usage. The control algorithm was developed as a switching mechanism used to trigger between the energy sources based on the drive of the vehicle power system as a means of examining the electrical power flow. …”
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Article -
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Resource-Efficient Coverage Path Planning for UAV-Based Aerial IoT Gateway
Published 2023“…As a result, the Energy Efficient Coverage Path Planning (EECPP) algorithm has been proposed. The EECPP is composed of two algorithms: the Stop Point Prediction Algorithm using K-Means, and Path Planning Algorithm using Particle Swarm Optimization. …”
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Towards developing a web application with text filtering for FTMSK : A case study for electronic exchange board / Sumardi Shukor
Published 2006“…This project purpose is to suggest the usage of filtering system as a mean of information filtering in the Electronic Exchange Board for FTMSK. …”
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Thesis -
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Dynamic Robust Bootstrap Algorithm for Linear Model Selection Using Least Trimmed Squares
Published 2009“…We modified the classical bootstrapping algorithm by developing a mechanism based on the robust LTS method to detect the correct number of outliers in the each bootstrap sample. …”
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Thesis -
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Image Segmentation using Enhanced K-means Clustering with Hybrid Image Filtering for Acute Leukemia Blood Cells Microscopic Images
Published 2024thesis::master thesis -
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Development of genetic algorithm for optimization of yield models in oil palm production
Published 2018“…Owing to this great interest in the predictions, the study aims to develop a genetic algorithm (GA) to identify the relevant variables and search for the best combinations for modelling to examine the potential of oil palm production in Sarawak and Sabah, Borneo, Malaysia, under a given set of assumptions. …”
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Article -
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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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Artificial neural network technique for modeling of groundwater level in Langat Basin, Malaysia
Published 2016“…Precise water level prediction assists in practical and optimal usage of water resources. The main objective of using an artificial neural network (ANN) was to investigate the feasibility of feed-forward, Elman and Cascade forward neural networks with different algorithms to estimate groundwater levels in the Langat Basin from 2007 to 2013. …”
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A design of precision linear z-transverse antenna positioner
Published 2006“…It was designed to be used in two ways with accuracy of approximately m µ 50 ± or 29ppm for high accuracy usage and approximately m µ 300 ± or 176ppm for lower accuracy usage. …”
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Thesis -
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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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Article -
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Unmanned aerial vehicle assisted localization using multi-sensor fusion and ground vehicle approach
Published 2022“…Previous researches have extensively studied the usage of sensor fusion algorithms to combine the sensors on board of the UAV to improve its localization. …”
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Development of intelligent hybrid learning system using clustering and knowledge-based neural networks for economic forecasting : First phase
Published 2004“…We proposed KMeans clustering algorithm that is based on multidimensional scaling, joined with neural knowledge based technique algorithm for supporting the learning module to generate interesting clusters that will generate interesting rules for extracting knowledge from stock exchange databases efficiently and accurately.…”
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Conference or Workshop Item -
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Real-time mass flow rate measurement for bulk solid flow using electrodynamic tomography system
Published 2007“…Linear back projection algorithm (LBP) and filtered back projection algorithm (FBP) are implemented for image reconstruction. …”
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Thesis -
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A study on component-based technology for development of complex bioinformatics software
Published 2004“…Othman proposed a clustering algorithm named BTreeBicluster. The BTreeBicluster starts with the development of GO tree and enriching it with expression similarity from the Sacchromyces genes. …”
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Monograph -
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Pyroelectric infrared sensor for intruder detection
Published 2004“…Passive infrared detector is widely used in the presence detector as a mean of human detection. This paper discusses the application of pyroelectric infrared sensor (PIR) and the application of processing algorithm in handling sensor information so as to provide real time occupancy map on computer in control unit. …”
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Conference or Workshop Item -
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Energy balancing mechanisms for decentralized routing protocols in wireless sensor networks
Published 2012“…Finally, the proposed Self-decision Route Selection scheme reduces the transmission energy usage by up to 64%, while the reception energy usage is reduces by up to 67%.…”
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