IEEE

A Hybrid Brain Tumor Classification Using FL With FedAvg and FedProx for Privacy and Robustness Across Heterogeneous Data Sources

Abstract: Data privacy and heterogeneity among healthcare settings present fundamental challenges to machine learning (ML) brain tumor classification (BTC) model development based on local data. In ...
IEEE

Comparative Analysis of Machine Learning and Deep Learning Models for Land Use Classification: On UC Merced Dataset

Abstract: The UC Merced (UCM) land use dataset is a widely adopted benchmark for evaluating aerial image classification algorithms. This paper presents a comparative performance analysis of prominent ...
JD Supra

Nice Classification Changes – Practical Implications for U.S. Trademark Owners

The 13th edition of the Nice Classification (NCL 13-2026) became effective on January 1, 2026, and has been incorporated into U.S. examination practice through updates to the U.S. Patent and Trademark ...
Hosted on MSN

Maher: What is the next practical step when celebs like Billie Eilish say "There's no such thing as illegal people on stolen land?"

HBO host Bill Maher criticized musician Billie Eilish and other celebrities at the Grammy Awards who argued that no one can be considered illegal on occupied Indigenous land. On Friday's broadcast of ...