MDIASE-Autoencoder: A Novel Anomaly Detection Method for Increasing The Performance of Credit Card Fraud Detection Models

AG Putrada, NG Ramadhan - 2023 29th International …, 2023 - ieeexplore.ieee.org
Machine learning has presented diverse solutions for identifying credit card fraud by
analyzing datasets with anonymous transactions. However, an unexplored avenue lies in …

Optimizing Computational Efficiency in Feature Selection for Machine Learning Models: A Study Crime Detection Based on Criminal Data

N Alamsyah, VR Danestiara, I Akbar… - … on Informatics and …, 2023 - ieeexplore.ieee.org
In this study, we embarked on the journey to optimize the computational efficiency of feature
selection techniques for machine learning models, with a focused case study on crime …

Deep Learning-Based Multifunctional End-to-End Model for Optical Character Classification and Denoising

S Xiong, X Chen, H Zhang - Journal of Computational Methods in …, 2023 - ojs.sgsci.org
Optical Character Recognition (OCR) has revolutionized document processing by
converting scanned documents, PDFs, and images captured by cameras into editable and …

A Combined Approach for Efficient Compression and Restoration of Multispectral Satellite Images

IG Naveen, H Meghana, N Preethi… - … Conference on Applied …, 2023 - ieeexplore.ieee.org
Our everyday lives are increasingly influenced by satellite images. They are an integral part
of the daily news such as weather forecasting, waterbody survey, land surveying etc …