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Optimized controllers for stabilizing the frequency changes in hybrid wind-photovoltaic-wave energy-based maritime microgrid systems
Published 2024“…The AOA-based 2DOF-TIDN performance is compared to the following algorithms: genetic, Jaya, bat, grasshopper optimization, particle swarm optimization, and moth flame optimization. …”
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Workflow optimization in distributed computing environment for stream-based data processing model / Saima Gulzar Ahmad
Published 2017“…Data-intensive workflow optimization is an active research area because numerous applications are producing huge amount of data that is increasing exponentially day by day. This thesis proposes data-intensive workflow optimization algorithms. …”
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A spark-based parallel fuzzy C median algorithm for web log big data
Published 2022“…This paper proposes an efficient parallel Fuzzy C median solution based on Spark for large-scale web log data. Based on the Rand Index and SSE (sum of squared error), the parallel Fuzzy C median algorithm's performance is evaluated in the PySpark platform. …”
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Evaluation of genetic algorithm based solar tracking system for photovoltaic panels
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MYMealPal: Malaysian healthy meal planner using artificial bee colony approach / Wan Muhamad Amirul Hakimi Wan Mohd Zaki
Published 2017“…For the result, MYMealPal will generate a number of possible combinations of meal for a day based on five meal sessions to user with optimal calorie required.…”
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Student Project -
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Sentiment analysis for malay newspaper (SAMNews) using negative selection algorithm / Nur Amalina Redzuan
Published 2013“…This project is implemented based on five phases in methodology part which consists of background study, data collection and preparation, prototype design, prototype development and evaluation and dociunentation. …”
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Solving vehicle routing problem by using improved genetic algorithm for optimal solution
Published 2023Article -
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Application of artificial neural network on the prediction of microbial population and species during spontaneous fermentation of garcinia mangostana pericarp / Mohd Fikri Hakim Ab...
Published 2020“…Performance of neural network design was evaluated based on mean square error (MSE) and relative error. …”
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Adopting AHP in evaluating nurse scheduling methods
Published 2004“…Consequently, the memetic algorithm approach stands out to be the better one based on the evaluation scheme.…”
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Bitcoin price prediction using machine learning
Published 2023“…The data is split into 335 days for training set and 30 days for testing set. …”
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Final Year Project / Dissertation / Thesis -
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A hybrid climate model for rainfall forecasting based on combination of self-organizing map and analog method
Published 2017“…AM searches the future day that has similar property with the day in the past. …”
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Hybrid ANN and Artificial Cooperative Search Algorithm to Forecast Short-Term Electricity Price in De-Regulated Electricity Market
Published 2019“…In this regard, efficient design, implementation, evaluation of numerous demand response measures and development of robust short-term price forecasting in the day-ahead transactions are of the utmost importance. …”
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Enhanced Continuous Face Recognition Algorithm for Bandwidth Constrained Network in Real Time Application
Published 2023Conference Paper -
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A hybrid adaptive harmony search with modified great deluge algorithm for school timetabling
Published 2025“…Phase 3 enhances search diversity by integrating HSA and GDA, and Phase 4 evaluates the algorithms on benchmark and real-world datasets. …”
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Spam classification based on supervised learning using grasshopper optimization algorithm and artificial neural network
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Short-term electricity price forecasting in deregulated electricity market based on enhanced artificial intelligence techniques / Alireza Pourdaryaei
Published 2020“…ANFIS is applied as an evaluation metric to determine the performance of every feature subset. …”
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