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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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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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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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6
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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7
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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8
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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Classification of gait parameters in stroke with peripheral neuropathy (PN) by using k-Nearest Neighbors (kNN) algorithm / N. Anang ...[et al.]
Published 2018“…Additionally, all subjects must be able to walk freely without any cane or mechanical aid during walking. …”
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10
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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11
Framework for pedestrian walking behaviour recognition to minimize road accident
Published 2021“…Fourthly, four standard vectors for pedestrian walking behaviour are developed. Fifthly, the performance of the proposed classification methods is validated and evaluated against multiple scenarios and features. …”
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Framework for pedestrian walking behaviour recognition to minimize road accident
Published 2021“…Fourthly, four standard vectors for pedestrian walking behaviour are developed. Fifthly, the performance of the proposed classification methods is validated and evaluated against multiple scenarios and features. …”
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13
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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3D solid robot animation design based on ADAMS
Published 2023“…It is of great significance to propose an efficient and improved inverse kinematics algorithm for the development of robotic bionics in China. …”
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Obstacle avoidance legged robot
Published 2008“…A PIC Microcontroller has been implemented to act as a brain for the robot that controls the walking and turning algorithm. Ultrasonic sensor was also developed to act as an ‘eye’ to the system and tells the brain about existence of obstacle in front. …”
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Undergraduates Project Papers -
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Conference Approval System (e-CoAS) / Nor Hidayah Rahim
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Development of Hexapod Robot with Manoeuvrable Wheel
Published 2012“…The decisions for the robot to use either wheel or legs are based on the sensory devices and algorithm develops at the controller attached to the robot.…”
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Automated pavement imaging program (APIP) for pavement cracks classification and quantification – a photogrammetric approach
Published 2008“…This research is aimed at the development of an Automated Pavement Imaging Program (APIP) for evaluating pavement distress condition. …”
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Evaluation of cracks and disintegrations using close-range digital photogrammetry and image processing technique
Published 2005“…This research is aimed at the development of an Automated Pavement Imaging Program (APIP) for evaluating pavement distress condition. …”
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Development of Hexapod Robot with Manoeuvrable Wheel
Published 2012“…The decisions for the robot to use either wheel or legs are based on the sensory devices and algorithm develops at the controller attached to the robot.…”
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