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Predicting breast cancer using ant colony optimisation / Siti Sarah Aqilah Che Ani
Published 2021“…This study implements a machine learning algorithm called Ant Colony Optimization (ACO) algorithm to develop an accurate classification model for predicting breast cancer cells. …”
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Student Project -
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Development of cell formation algorithm and model for cellular manufacturing system
Published 2011“…Therefore, for this proposes good benchmarked algorithm, bacteria foraging algorithm is selected and developed to solve multiobjective cell formation model and traced constraints satisfaction handling to produce feasible optimal solution. …”
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Inter-cell and intra-cell facility layout models under different demand environments in cellular manufacturing systems
Published 2012“…The model minimizes both inter-cell and intra-cell material handling cost. To solve the model, an algorithm based on Simulated Annealing (SA) is developed in C/C++ namely SA1. …”
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A bacteria foraging algorithm for solving integrated multi-period cell formation and subcontracting production planning in a dynamic cellular manufacturing system
Published 2011“…In addition, a newly-developed BFA-based optimisation algorithm has been compared with the branch and bound algorithm. …”
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A study on development of automation diagnosis of liquid based cytology
Published 2015“…A cell diagnosis program based on GUI, combined with the imaging process and the diagnosis algorithms were developed to automate the test process. …”
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Unsupervised segmentation technique for acute leukemia cells using clustering algorithms
Published 2015“…Therefore, if the identification of acute leukaemia cells could be done fast and effectively, proper treatment and medicine could be delivered. …”
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Blood cell image segmentation using unsupervised clustering techniques
Published 2009“…The aim of our research is to develop an effective algorithm for segmentation of the blood cell images. …”
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Conference or Workshop Item -
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Improved power output forecastingtechnique for effective battery management in photovoltaic system / Utpal Kumar Das
Published 2019“…To extract the maximum power from the PV system, the proposed BCM algorithm selects a suitable set of battery cells to charge for a particular time by referring to the forecasted PV output power. …”
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Lithium-Ion Battery Charge Equalization Algorithm for Electric Vehicle Applications
Published 2023Article -
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Parameter characterization of PEM fuel cell mathematical models using an orthogonal learning-based GOOSE algorithm
Published 2025“…In this paper, a new method is designed to effectively determine the parameters of proton exchange membrane fuel cells (PEMFCs), i.e., ?…”
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Improvement of the processing of initial and final conditions of particles undergoing DEP effects in homogenous suspension using MATLAB / Noor Hidayah Amir Hassan
Published 2012“…This is because the algorithm developed based on CMIS and histogram plots are already proven to be effective. …”
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Facility layout design for hybrid cellular manufacturing systems
Published 2011“…In this paper, a mathematical model for layout problems in a hybrid cellular manufacturing system is proposed that minimizes the total material handling cost (both inter-cell and intra-cell material handling cost). To solve the model, a variant of a simulated annealing algorithm is developed. …”
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Development of an augmented reality based facility layout planning and optimization / Tan Chee Hau
Published 2020“…This research is useful for production line which requires flexibility and agility. The developed AR-based FLP software is fast and effective. …”
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Thesis -
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Machine learning for accelerating development of ion conducting membranes for fuel cell applications
Published 2025“…Recent progress in machine learning (ML) is introducing powerful tools to aid in the discovery, design, and optimization of membrane materials that is likely to lead to quicker and more cost-effective materials development cycles. This article discusses the significant potential of applying ML research and development of new generation of ICMs for polymer electrolyte membrane fuel cells. …”
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Dynamic Feedback Flow Control Algorithms for Unicast and Multicast Available Bit Rate Service in Asynchronous Transfer Mode Networks
Published 2000“…This thesis develops dynamic feedback flow control schemes in ATM networks, with primary focus on point-to-point (unicast) and point-tomUltipoint (multicast) ABR algorithms. …”
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Multi-dimensional optimization of In0.53Ga0.47As thermophotovoltaic cell using real coded genetic algorithm
Published 2023“…The reported efficiencies of In0.53Ga0.47As TPV cell mostly remain < 15%. Therefore, this work develops a multi-variable or multi-dimensional optimization of In0.53Ga0.47As TPV cell using the real coded genetic algorithm (RCGA) at various radiation temperatures. …”
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