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1
Classification System for Heart Disease Using Bayesian Classifier
Published 2007“…Increase of hearth problem in this world is rising each day. Classification system for heart disease is a system that able to justify whether a patient has heart problem or not. …”
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Thesis -
2
Fuzzy modeling using Bat Algorithm optimization for classification
Published 2018“…A Sazonov Engine which is a fuzzy java engine is use to apply Bat Algorithm in the experiment. …”
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Undergraduates Project Papers -
3
An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…Feature subset selection and classifier ensemble learning are familiar techniques with high ability to optimize above problems. Recently, various techniques based on different algorithms have been developed. …”
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4
Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde
Published 2022“…This thesis is based on the application of sentiment classification algorithm to tweet data with the goal of classifying messages based on the polarity of sentiment towards a particular topic (or subject matter). …”
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Web-based expert system for material selection of natural fiber- reinforced polymer composites
Published 2015“…So, the integration of Artificial Neural Network (ANN) with an Expert System for material classification was explored. The computational tool, Matlab was proposed for classification with Levenberg-Marquardt training algorithm, which provided faster rate of convergence for feed forward network. …”
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6
Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…Hybridize Particle Swarm Optimization (PSO) as a searching algorithm and support vector machine (SVM) as a classifier had been implemented to cope with this problem. …”
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7
Object-Oriented Programming semantics representation utilizing agents
Published 2011“…Generally, these source codes go through the preprocessing, comparison, extraction, generate program semantics and classification processes. A formal algorithm that can be applied to any two related Java-based source codes examples is invented to generate the semantics of these source codes. …”
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Article -
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Software metrics selection model for predicting maintainability of object-oriented software using genetic algorithms
Published 2016“…The latest effort to solve this selection problem is the development of the metrics selection model that uses genetic algorithm (GA). …”
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9
A multi-filter feature selection in detecting distributed denial-of-service attack
Published 2019“…It consists of 3-stage procedures: feature ranking, feature selection and classification. Subsequently, an experimental evaluation of the proposed Multi-Filter Feature Selection (M2FS) method is performed by using the benchmark dataset, NSL-KDD and employed the J48 classification algorithm. …”
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Conference or Workshop Item -
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Enhanced 3D terrain visualization process using game engine
Published 2018“…The algorithm can be divided into three processes which are terrain data reading, terrain data conversion, and terrain data processing. …”
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11
Fingerprint frontier: the evolution of biometric security
Published 2023“…Chapter Seven, "Best Practice in Fingerprint Security," emerges as a guiding light, delivering complete methods and procedures for developing and maintaining safe fingerprint systems, with a steadfast dedication to not simply identifying issues but also offering answers. …”
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Book -
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Design and development of real-time particulate matter measuring instrument applying laser scattering technique for microenvironment monitoring
Published 2020“…A humidity correction algorithm was developed based on the climate susceptibility test as it was observed there are strong correlation between the reported mass concentration and humidity at more than 65 %RH. …”
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13
The influence of Robo-advisory services on Malaysia university student’s investment intention
Published 2025“…The emergence of robo-advisory services has transformed the landscape of investment by offering automated, algorithm-driven financial planning with minimal human intervention. …”
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Final Year Project / Dissertation / Thesis -
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Role of AI in Combating and Perpetuating Fake News
Published 2024conference output::conference proceedings::conference paper -
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Design and implementation of a single-phase to three-phase space-vector pwm-based matrix converter system for induction motor drives
Published 2016“…Matrix Converter is an emerging power electronics technology based direct ac-ac converter that replaces the existing multi-stage and energy storage element conversion topologies. …”
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Thesis -
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Adaptive online auto-tuning using Particle Swarm optimized PI controller with time-variant approach for high accuracy and speed in Dual Active Bridge converter
Published 2023“…Electric vehicles (EVs) are an emerging technology that contribute to reducing air pollution. …”
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Article -
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