IEEE

KDLight: A Lightweight Knowledge Distillation Framework for Medical Image Classification

Abstract: Conventional standalone approaches for diagnosing individual diseases often fail to achieve robust generalization because they are severely impacted by overfitting. This results in poor ...
Soy Nómada on MSN

What is the NOVA food classification system? An explainer

The NOVA food classification system is shaping the new U.S. Dietary Guidelines. Learn what it is, how it works, and how to use it to identify ultra-processed foods.
Scientific Research Publishing

An Explainable Wavelet-Based Feature Decomposition and Machine Learning Framework for Land Cover Classification ()

1 Department of Geomatic Engineering, University of Mines and Technology, Tarkwa, Ghana. 2 Department of Geomatic and Civil Engineering, University of Mines and Technology, Essikado, Ghana. Accurate ...
Frontiers

CNN-based framework for Alzheimer's disease detection from EEG via dynamic mode decomposition

Alzheimer's disease (AD) and frontotemporal dementia (FTD) are major neurodegenerative disorders with characteristic EEG alterations. While most prior studies have focused on eyes-closed (EC) EEG, ...
Reuters

Congo, Rwanda initial economic pact in Washington as part of peace process

WASHINGTON/PARIS, Nov 7 (Reuters) - Democratic Republic of Congo and Rwanda said in a statement on Friday that they had agreed an economic pact in Washington, as U.S. President Donald Trump seeks to ...
PC Gamer

'Systems that have a secure boot process, in reality, do not': Major backdoors have been discovered in Framework Linux machines and it might just be the tip of the iceberg

Turns out, allowing direct memory modification is a little risky. When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. Add us as a preferred source on ...
IEEE

Time Series Classification Based on Supervised Contrastive Learning and Homoscedastic Uncertainty

Abstract: In recent years, contrastive learning (CL) frameworks have been widely applied to multivariate time series classification (MTSC) tasks. However, existing methods lack task-specific guidance, ...
Frontiers

Weight-aware semi-supervised self-ensembling framework for interior decoration style classification

Automatic classification of interior decoration styles has great potential to guide and streamline the design process. Despite recent advancements, it remains challenging to construct an accurate ...
Scientific Research Publishing

FOCUS-Net: A Hybrid Denoising and Confidence-Weighted Attention Fusion Framework for Robust Alzheimer’s Disease Classification from MRI Data ()

1 Department of Computing and Informatics, University of Nairobi, Nairobi, Kenya. 2 Department of Computer Science, Mountains of the Moon University, Fort Portal, Uganda. Alzheimer’s Disease (AD) is a ...