Open Heart

Severe aortic stenosis detection using seismocardiography

Background Patients with severe aortic stenosis (AS) are at high risk of mortality, regardless of symptom status. Despite ...
IEEE

Adaptive Boosting LLMs for Text Classification

Abstract: With large-scale language models demonstrating superior capabilities in a wide range of downstream natural language processing tasks, the future trajectory of research in the field of text ...
Scientific Research Publishing

Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ()

An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ...
IEEE

A Machine Learning Method for Fault Diagnosis of Multi-Point Tool Inserts Based on Vibration Signals and a Hybrid Logistic Regression-Gradient Boosting Model

Abstract: In modern machining, Tool Condition Monitoring (TCM) is essential for boosting output, reducing unscheduled downtime, and producing high-quality surface finishes. Multi-point cutting tools, ...
AlphaGalileo

A federated anti-forgetting representation method based on hybrid model architecture and gradient truncation

Unsupervised Federated Continual Learning (UFCL) is a new learning paradigm that embeds unsupervised representation techniques into the Federated Learning (FL) framework, which enables continuous ...