IEEE

Enhancing Credit Risk Assessment with Machine Learning Algorithms: A Comparative Study of Label Encoding and One-Hot Encoding Across Multiple Classifiers

Abstract: This study focuses on using machine learning for credit risk assessment, which is crucial in making financial decisions. As financial systems become more complex, traditional methods are no ...
GitHub

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering

Prepare the following models for vector encoding: sentence-transformers/all-MiniLM-L6-v2 BAAI/bge-large-en-v1.5 openai/clip-vit-base-patch32 For embedding model ...
GitHub

MGCP — MGC+ coding for DNA and binary channels with insertion, deletion, and substitution (IDS) errors

MGCP is a Python package implementing the Marker Guess & Checl Plus (MGC+) family of encoders and decoders for both binary and DNA sequences. It contains: ...
IEEE

Rethinking Sleep Staging: Tapping the Potential of Novel Label Encoding Beyond Network Designs

Abstract: Sleep staging is an essential step in sleep quality assessment and sleep disorder diagnosis. However, most neural network approaches to automatic sleep staging have focused on improving ...