Search Results - (( developing consumer prediction algorithm ) OR ( java application customization algorithm ))
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Decision tree and rule-based classification for predicting online purchase behavior in Malaysia / Maslina Abdul Aziz, Nurul Ain Mustakim and Shuzlina Abdul Rahman
Published 2024“…In Malaysia, fast growth in e-commerce speeds a business need to understand and predict consumer online behavior in order to be more competitive. …”
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Analysis on The Prediction of Homeless using Machine Learning Algorithm
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Final Year Project -
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Algorithm for the legal regulation of internet financial crime
Published 2024“…Similarly, association rules showed a strong correlation between the test and experimental samples, further validating the predictive capabilities of the algorithms. The findings underscore the effectiveness of random forest and association rules in predicting Internet financial crime, emphasizing the potential of computer algorithm combinations in crime prediction. …”
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Software metrics selection model for predicting maintainability of object-oriented software using genetic algorithms
Published 2016“…Software development life cycle maintenance has been advocated as the critical part that consumes more time and resources. …”
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Thesis -
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A Comprehensive Study On Developing Neural Network Models For Predicting The Coagulant Dosage And Treated Water Qualities For A Water Treatment Plant
Published 2019“…Therefore, data driven modeling techniques such as neural networks are used for developing predictive models for the coagulation process. …”
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Diamond price prediction using random forest algorithm / Nur Amirah Mohd Azmi
Published 2025“…Traditional methods struggle to model these complexities effectively, necessitating adoption of advanced algorithms to improve accuracy. The aim of this project is to develop a Diamond Price Prediction System using Random Forest, designed to accurately predict diamond prices based on attributes. …”
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Penilaian esei berbantukan komputer menggunakan teknik Bayesian dan pengunduran linear berganda
Published 2006“…MMB Technique only required a small size of training data. (3) Prediction process of writing style using Multiple Linear Regression (MLR) Algorithm. …”
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Movie recommendation using user-based collaborative filtering algorithm / Nur Ayuni Izlin Mat Ishor
Published 2019“…Thus, the study is to explore how the recommendation engines will work and use user-based collaborative filtering as an algorithm for the movie recommendation. Evaluation for this study is to evaluate the of reliability result of recommendation engine by using the approach algorithm. …”
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Feature optimization with metaheuristics for Artificial Neural Network-based chiller power prediction
Published 2025“…This study aims to develop an improved feature selection approach that enhances prediction accuracy while reducing computational complexity in chiller consumption forecasting. …”
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Analysing the performance of classification algorithms on diseases datasets
Published 2023“…The proposed classification algorithms measure the diseases using the disease datasets which estimates the accurate prediction. …”
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Adapting And Enhancing Hybrid Computational Methods For RNA Secondary Structure Prediction
Published 2011“…This thesis presents a hybrid method to predict the RNA pseudoknot secondary structures by combining detection methods with dynamic programming algorithms.…”
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Thesis -
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Stock indicator scanner customization tool
Published 2022“…As developing a model that could accurately predict the directional changes of stock prices will bring huge benefits to investors. …”
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Final Year Project / Dissertation / Thesis -
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A comparative study on various ANN optimization algorithms for magnetorheological elastomer carbonyl iron particle concentration estimation
Published 2024“…Hence, this model can be the basis to the MRE material and devices development particularly as the tool to reduce costing and time consuming.…”
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Predictive modelling of nanofluids thermophysical properties using machine learning
Published 2021“…Traditionally, the evaluations of these properties have been undertaken by experimental approaches which can be time-consuming, laborious and costly. Consequently, many researchers have developed empirical models to predict nanofluids properties. …”
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Thesis -
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TOPSIS-based Regression Algorithms Evaluation
Published 2022“…Regression is used in diverse fields to predict consumer behavior, analyze business profitability, assess risk, analyze automobile engine performance, predict biological system behavior, and analyze weather data. …”
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Electricity Price Prediction with Support Vector Machine and Bacterial Foraging Optimization Algorithm for Day-Ahead model
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PREDICTIVE MAXIMUM POWER POINT TRACKING (MPPT) ALGORITHM FOR PERMANENT EXCHANGE MEMBRANE FUEL CELL (PEMFC)
Published 2022“…The milestone of this project is to develop a fully functional PEMFC system based on the mathematical modelling presented in the literature with predictive MPPT control. …”
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Final Year Project Report / IMRAD
