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Improvement on agglomerative hierarchical clustering algorithm based on tree data structure with bidirectional approach
Published 2024Conference Paper -
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User song preferences using preference learning in artificial intelligence
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Final Year Project / Dissertation / Thesis -
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Optimal power allocation scheme for plug-in hybrid electric vehicles using swarm intelligence techniques
Published 2016“…However, PSOGSA method takes much longer computational time than single methods because of incorporating two single methods in one algorithm. …”
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Optimal power allocation scheme for plug-in hybrid electric vehicles using swarm intelligence techniques
Published 2016“…However, PSOGSA method takes much longer computational time than single methods because of incorporating two single methods in one algorithm. …”
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Methane plume localization with enhanced self-best reduction and Gaussian improved particle swarm optimization (GiPSO)
Published 2024“…Swarm intelligence is a branch of artificial intelligence that studies the collective behavior of groups of social animals such as birds, fish, and bees. …”
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Thesis -
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Fruit-Fly Based Searching Algorithm For Cooperative Swarming Robotic System
Published 2013“…Swarm intelligence can be described as a complex behaviour generated from a large number of individual agents, where each agent follows very simple rules. …”
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Thesis -
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Effective Formation Tracking of Quadrotors with Intelligent Disturbance Observer-Based Control
Published 2024journal::journal article -
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A real-time integrated fire detection and alarm (FDA) system for network based building automation
Published 2017“…This work proposes an improved framework for FDA system to ensure a robust, intelligent network of FDA control panels in real-time. …”
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Improvement and application of particle swarm optimization algorithm
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Improved autonomous charging of mobile multi-robots using honeybee-inspired algorithm
Published 2016“…Application of mobile multi-robot with group and intelligence bio-inspired classified as swarm mobile robot. …”
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Thesis -
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Music Recommender System Using Machine Learning Content-Based Filtering Technique
Published 2022“…These algorithms identify hidden patterns or data groupings without the assistance of a human. …”
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Undergraduates Project Papers -
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Analytical Study Of Machine Learning Models For Stock Trading In Malaysian Market
Published 2024thesis::master thesis -
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A novel high performance routing technique for cross-referencing DMFBs
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Working Paper -
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Distributed planning and control of multirobot formations with navigation and obstacle avoidance
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Conference or Workshop Item -
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A Reinforced Active Learning Algorithm for Semantic Segmentation in Complex Imaging
Published 2021“…This biases the model performance to the most represented ones. We propose a new reinforced active learning strategy based on a deep reinforcement learning algorithm. …”
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Nomadic people optimizer (NPO) for large-scale optimization problems
Published 2019“…Good performances were also achieved with the NPO with respect to noise and limited information problems. A Wilcoxon Signed-Rank Test was performed to measure the pair-wise statistical performances of the algorithms and from the results, NPO recorded a better statistical performance compared to the other benchmarking algorithms. …”
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Thesis -
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Protein Sequences Classification Using Modular RBF Neural Networks
Published 2002“…The intelligent classification techniques described in this paper aims to enhance the performance of single neural classifiers based on a centralized information structure in terms of recognition rate, generalization and reliability. …”
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Book Chapter -
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Investment 101: robo-advisor
Published 2024“…Fret not, robo-advisors may be able to help. What is a robo-advisor? By definition, a robo-advisor is a digital investment platform that automates investment portfolio using artificial intelligence (AI) algorithms. …”
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