Search Results - (( developing innovative solution algorithm ) OR ( java classification mining algorithm ))
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An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…Recently, various techniques based on different algorithms have been developed. However, the classification accuracy and computational cost are not satisfied. …”
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Thesis -
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A web-based implementation of k-means algorithms
Published 2022“…Firstly, k-luster could incorporate additional clustering algorithms, or even classification algorithms in the future. …”
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Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…The simulation will be carried on WEKA tool, which allows us to call some data mining methods under JAVA environment. The proposed model will be tested and evaluated on both NSL-KDD and KDD-CUP 99 using several performance metrics.…”
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Reference-point modified honey badger algorithm: Intelligent optimization for off-grid photovoltaic system / Nur Atharah Kamarzaman ... [et al.]
Published 2024“…RP-MHBA enhances the conventional Honey Badger Algorithm (HBA) by offering a more comprehensive range of alternative solutions through a Pareto front that trades off between conflicting technical reliability and economic viability, facilitating the discovery of balanced solutions. …”
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i-Saturate: The New Discovery of Stopping Criterion in Genetic Algorithm
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Web based personalized university timetable for UiTM students using genetic algorithm / Mohd Radhi Fauzan Jamli and Ahmad Firdaus Ahmad Fadzil
Published 2024“…Traditional methods of timetable generation lack the adaptability needed to tackle these complexities, necessitating the development of an innovative solution. The proposed approach utilizes genetic algorithms to dynamically produce optimized timetables based on individual student needs, with real-time data scraping from 'iCRESS' ensuring the system stays up to date with the latest course information for accurate timetable generation. …”
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Process Planning Optimization In Reconfigurable Manufacturing Systems
Published 2008“…Five (5) Alternative Algorithm Design Techniques (AADTs) were developed and investigated for suitability in providing process planning solutions suitable for reconfigurable manufacturing. …”
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An Improved Artificial Immune System Based On Antibody Reminder Method For Mathematical Function Optimization
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Non-dominated sorting manta ray foraging algorithm with an application to optimize PD control
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Coverage performance analysis of genetic algorithm controlled smart antenna system
Published 2023“…In this paper, an innovative type of smart antenna based on genetic algorithm (GA) has been developed and tested. …”
Conference paper -
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Bridging the gap: technological innovations and sustainability towards transforming disability products / Norida Abu Bakar … [et al.]
Published 2024“…By examining key developments across various domains such as mobility aids, communication tools, and sensory enhancements, this study elucidates the profound shift towards more inclusive and empowering solutions for individuals with disabilities. …”
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Book Section -
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Hybrid artificial immune system-genetic algorithm optimization based on mathematical test functions
Published 2023Conference paper -
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Fuzzy state space modeling for solving inverse problems in multivariable dynamic systems
Published 2005“…To facilitate the implementation of these algorithms, a semi-automated computational tool using Matlab® programming facilities is developed. …”
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Thesis -
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Enhanced multi-objective evolutionary mating algorithm with improved crowding distance and levy flight for optimizing comfort index and energy consumption in smart buildings
Published 2025“…Comparative analysis against established algorithms, like NSGA-II demonstrates MOEMA's effectiveness in achieving superior solution diversity and convergence characteristics. …”
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A smart food security monitoring and predicting algorithm for rice productivity in Southeast Asia
Published 2025“…The rising food insecurity in Southeast Asia demands innovative and data-driven solutions. This study aims to develop a statistical forecasting approach by utilizing a single-stacked predictive framework to model rice productivity, even when data availability is limited, an essential advantage in this region. …”
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Optimizing palm oil biomass collection: genetic algorithm approaches in solving location-routing problem
Published 2025“…To achieve these objectives, the research employs genetic algorithm (GA) approaches, incorporating innovative strategies, namely automated mutation operator selection (AMOS) and elite child population (ECP). …”
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