A Correlation-Aware Feature Selection and Explainable AI Framework for Avian Influenza Outbreak Prediction
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3625369
Abstract: Timely and accurate prediction of infectious disease outbreaks is essential for effective public health response and resource allocation. Machine learning (ML) models have shown promise in forecasting such outbreaks by uncovering complex patterns in surveillance… read more here.
Keywords: correlation; framework; correlation aware; aware feature ... See more keywords
Complementarity-Aware Feature Fusion for Aircraft Detection via Unpaired Opt2SAR Image Translation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3578876
Abstract: Detecting aircraft in complex remote sensing scenes has significant value for military and civilian applications. To overcome the interference of complex environmental factors and achieve high-accuracy detection performance, the comprehensive utilization of optical and synthetic… read more here.
Keywords: detection; image; fusion; complementarity aware ... See more keywords
DCRP: Class-Aware Feature Diffusion Constraint and Reliable Pseudo-Labeling for Imbalanced Semi-Supervised Learning
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2024.3360704
Abstract: Despite the astounding progress made in semi-supervised learning (SSL) and imbalanced supervised learning (ISL), there has been little attention devoted to the research of imbalanced semi-supervised learning (ISSL). The “Matthew effect”, a phenomenon where a… read more here.
Keywords: supervised learning; class; semi supervised; class aware ... See more keywords