Search Results - (( loan application based algorithm ) OR ( whale optimization svm algorithm ))
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The influence of sentiments in digital currency prediction using hybrid sentiment-based Support Vector Machine with Whale Optimization Algorithm (SVMWOA)
Published 2021“…Support Vector Machine (SVM) technique is used with the Whale Optimization Algorithm (WOA) which is inspired by the swarm optimization algorithms. …”
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Proceeding Paper -
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Improved whale optimization algorithm for feature selection in Arabic sentiment analysis
Published 2019“…In SA, feature selection phase is an important phase for machine learning classifiers specifically when the datasets used in training is huge. Whale Optimization Algorithm (WOA) is one of the recent metaheuristic optimization algorithm that mimics the whale hunting mechanism. …”
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Hybrid feature selection of microarray prostate cancer diagnostic system
Published 2024“…The performance of GA, particle swarm optimization (PSO), and whale optimization algorithm (WOA) is compared in terms of accuracy, computation time, and the number of selected features. …”
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A Requirement Model For Online Web-Based Car Loan Management System For UUM Bursary
Published 2008“…This research introduces a prototype "Web Based Car Loan Management System" to help in solving the problems or the difficulties of the traditional system (manual system), the study will use the methodology for this study is based on the general methodology in research design, because it is have the logical phases that used to develop a prototype for car loan management web based system and algorithm was developed to help facilitate decision making of the car loan process. …”
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Clustering Based on Customers’ Behaviour in Accepting Personal Loan using Unsupervised Machine Learning
Published 2023“…Focusing on clustering algorithms, the study employs popular methods like K-Means Clustering, Density-Based Spatial Clustering of Applications with Noise (DBSCAN), Agglomerative Hierarchical Clustering, and Mean Shift Clustering to understand customer characteristics and behaviors. …”
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A fuzzy decision support system for personal loan application / Muhammad Mustaqim Md Said
Published 2017“…However, it will make customer hard to identify which personal loan scheme suitable for applicant based on customer information. …”
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Information fusion and data augmentation with deep features for a deep learning-based baby cry recognition / Zhang Ke
Published 2024“…To validate the effectiveness of the proposed method, examples are analyzed, and applied in baby cry recognition. The Whale optimization algorithm-Variational mode decomposition is used to optimally decompose the baby cry signals. …”
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Predicting credit risk of the small medium enterprises using modified KMV model / Shakila Saad
Published 2022“…It implies that this method is one of the viable alternatives that bank institutions can use in determining the credit risk of the SMEs when approving loan application.…”
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Automated model selection for corporation credit risk assessment using machine learning / Zulkifli Halim
Published 2023“…This study has proposed an automated model selection based on the exhaustive search algorithm—that caused the timeout and memory leak issues. …”
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Thesis