Fast learning network algorithm for voice pathology detection and classification

MAA Albadr, M Ayob, S Tiun, FT AL-Dhief… - Multimedia Tools and …, 2024 - Springer
The utilisation of ML (Machine Learning) techniques in the detection of the VP (Voice
Pathology) has recently gained a lot of consideration. However, these efforts still have …

Explainable hate speech detection using LIME

JL Imbwaga, NB Chittaragi, SG Koolagudi - International Journal of …, 2024 - Springer
Free speech is essential, but it can conflict with protecting marginalized groups from harm
caused by hate speech. Social media platforms have become breeding grounds for this …

[PDF][PDF] Comparative Analysis of LightGBM with Traditional Credit Assessment Methods

E Brown, D Williams, J Smith, M Johnson… - Proceedings of the …, 2024 - researchgate.net
Traditional credit assessment methods, such as logistic regression and standard decision
trees, have been widely employed for evaluating credit risk. However, these conventional …

Credit Card Churn Prediction: An Analytical and Model-Driven Study

BR Viswadhanush - … of Innovative Research in Engineering and …, 2025 - journal-ijirem.org
This study compares the performance of three machine learning models namely Logistic
Regression, Naive Bayes, and K-Nearest Neighbors (KNN) in forecasting customer churn …

Integrating Ensemble Learning and Generative Adversarial Networks to Enhance Small Data Set Prediction Capability

CC Chang, CL Law - Available at SSRN 4999807 - papers.ssrn.com
The research aims to investigate an approach that can explore several appropriate
predictive models in machine learning under Small Data Set Learning (SDSL). The method …

[PDF][PDF] Financial Oracle: Unlocking Credit Scores

M Bharathi, TAS Srinivas - researchgate.net
This paper provides individuals with a reliable tool for predicting their credit scores based on
various financial attributes. Leveraging ML models, specifically a Random Forest classifier …