Tech Xplore

Reinforcement learning accelerates model-free training of optical AI systems

Optical computing has emerged as a powerful approach for high-speed and energy-efficient information processing. Diffractive ...
Scientific Research Publishing

Emmanuel, I., Sun, Y. and Wang, Z. (2024) A Machine Learning-Based Credit Risk Prediction Engine System Using a Stacked Classifier and a Filter-Based Feature Selection Method ...

ABSTRACT: Credit risk assessment plays an important role in financial services by estimating the chance of a borrower defaulting. Recently, although the Large Language Models (LLMs) have demonstrated ...
GitHub

seansica/satellite-image-classifier

This framework provides a modular, extensible system for evaluating machine learning models on satellite image classification tasks. While initially designed for the SPARK 2021 space object detection ...
IEEE

Adapting Rule Representation With Four-Parameter Beta Distribution for Learning Classifier Systems

Abstract: Rule representations significantly influence the search capabilities and decision boundaries within the search space of Learning Classifier Systems (LCSs). However, it is very difficult to ...
Scientific Research Publishing

Arutjothi, G., & Senthamarai, C. (2017). Prediction of Loan Status in Commercial Bank Using Machine Learning Classifier. In 2017 International Conference on Intelligent ...

ABSTRACT: Banks are important for the development of economies in any financial ecosystem through consumer and business loans. Lending, however, presents risks; thus, banks have to determine the ...