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Process Planning Optimization In Reconfigurable Manufacturing Systems
Published 2008“…On the other hand, the superior performance of the genetic algorithm that implements an extended diversity control mechanism demonstrates that more competent genetic algorithms can be designed through customized operators. …”
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Thesis -
2
Hybrid multiobjective genetic algorithm for integrated dynamic scheduling and routing of jobs and automated guided vehicles in flexible manufacturing systems
Published 2014“…The objectives of this research are to develop an algorithm for integrated scheduling and conflict-free routing of jobs and AGVs in FMS environment using a hybrid genetic algorithm, ensure the algorithm validity and improvement on the performance of the developed algorithm. …”
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Minimization of tool path length of drilling process using particle swarm optimization (PSO)
Published 2020“…Therefore, in this study, the Particle Swarm Optimization (PSO) algorithm was develop in order to minimizing the tool path length in the drilling process which can produce the better results for the required machining time process. …”
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Book Section -
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Predicting Post-Internship Employability Using Ensemble Machine Learning Approach
Published 2024“…Future research could explore the competencies developed during internships and their correlation with job success.…”
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Fake news detection: A machine learning approach
Published 2021“…Once the dataset was created, several machine learning algorithms were used to train several different models. …”
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Final Year Project / Dissertation / Thesis -
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New techniques incorporating computational intelligence based for voltage stability evaluation and improvement in power system / Nur Fadilah Ab. Aziz
Published 2014“…Secondly, a new voltage stability prediction technique utilising state of the art machine learning, Support Vector Machine (SVM) was developed. …”
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8
Improving the accuracy of AIRS by incorporating real world tournament selection in resource competition phase
Published 2009“…Algorithms tested on benchmark datasets of the UCI machine learning repository show that RWTSAIRS obtained higher accuracy than AIRS in all cases and that the difference between accuracies of two algorithms was significant in majority of cases.…”
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Conference or Workshop Item -
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A Hybrid Machine Learning and Optimisation-Based Model for Predicting the Success of Business-To-Consumer Software Development Projects in Indonesia
Published 2025“…Employing a mixed-methods design, the study first identifies 28 critical success factors through empirical investigation, highlighting elements such as evaluation progress, realistic scheduling, human resource competency, project planning, and risk management. Building on these findings, a predictive framework is constructed by integrating machine learning algorithms with advanced optimization and data handling strategies. …”
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Simulated Kalman Filter algorithms for solving optimization problems
Published 2019“…Its optimality has inspired the development of a metaheuristic algorithm called Heuristic Kalman Algorithm (HKA) in 2009. …”
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12
Physics-guided deep neural network to characterize non-Newtonian fluid flow for optimal use of energy resources
Published 2021“…The detailed parametric analysis exhibits the competency of the proposed algorithm to explain the rheological features. …”
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Article -
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Automate customer support handling E-Commerce enquiry using ChatGPT
Published 2024“…By this it can help in saving time and increasing overall competency. The use of ChatGPT enhances the competency of business interactions by providing contextually relevant and precise responses. …”
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Final Year Project / Dissertation / Thesis -
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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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Computational methods for self-assembly of DNA nanostructures / Ong Hui San
Published 2016“…Several approaches have been adopted including development of an autonomous tool that incorporated evolutionary optimization algorithm in constructing these heterogeneous DNA shapes and the application of heuristic through undirected graph theory as an annotation schema to produce the connectivity maps. …”
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An Improved Grey Wolf Optimization-based Learning of Artificial Neural Network for Medical Data Classification
Published 2021“…It has been used in numerous fields such as numerical optimization, engineering problems, and machine learning. The different variants of GWO have been developed in the last 5 years for solving optimization problems in diverse fields. …”
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Federated deep learning for automated detection of diabetic retinopathy
Published 2022“…Thus, in order to build a model that can compete with medical experts, deep learning algorithms must feed a huge number of instances or pool data from other institutions. …”
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Proceeding Paper -
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An enhanced feature selection and cancer classification for microarray data using relaxed Lasso and support vector machine
Published 2021“…We gain classification accuracy through a 10-fold cross-validation for all datasets to compete with other existing methods. The performance of the classification algorithm will be evaluated by using the accuracy, area under the curve (AUC), and Kappa statistics. …”
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Book Chapter -
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Design and development of UAV precision localization measurement technique for low altitude paddy field monitoring application / Azhar Jaffar …[et al.]
Published 2019“…All these positive development are done using the help of modern technology especially with the help of using the Global Positioning System (GPS). …”
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