Results 241 to 250 of about 20,583 (298)

Backpropagation Network‐Based Contrastive Learning for Unsupervised Domain Adaptation

Engineering Reports, Volume 8, Issue 6, June 2026.
Unsupervised domain adaptation for contractive learning. ABSTRACT This study introduces a new method for domain adaptation for image classification tasks that aims to improve the model's performance on a target domain after being trained on a source domain.
Yushui Xiao, Yong Huang, Yujie Li
wiley   +1 more source

Light-XAI: a CADx for explainable cervical cancer detection via attention-based lightweight convolutional neural networks and layer-wise feature fusion. [PDF]

BioData Min
Attallah O.
europepmc   +1 more source

Enhancing Interpretability and Explainability of Protein Function Prediction ML Model Using Explainable AI

Engineering Reports, Volume 8, Issue 6, June 2026.
This systematic review traces the evolution of protein function prediction from experimental methods through homology‐based tools, ML and DL to XAI. While deep learning models achieve state‐of‐the‐art predictive accuracy, their black‐box nature limits biological insight and clinical trust.
Aastha Katiyar, Rashmi Yadav
wiley   +1 more source

Machine Learning-Driven Prediction and Mechanistic Insight into CO <b>₂</b> Adsorption on Biomass-Derived Activated Carbons Using Explainable AI (XAI). [PDF]

ACS Omega
Ali DA.
europepmc   +1 more source

Optimizing Deep Neural Models for Early Dyslexia Detection Using Novel Bilingual Handwritten Dataset

Engineering Reports, Volume 8, Issue 6, June 2026.
Here we present the initial case of a novel bilingual (Urdu–English) handwritten dataset along with a deep learning framework for dyslexia detection. MobileNet3 with RMSProp achieves the highest accuracy in dyslexic handwriting detection and demonstrates a promising approach for diagnostic handwriting screening in low‐resource multilingual classrooms ...
Muhammad Kashif, Zunaib Maqsood Haider, Iqra Muneer, Dileep Kumar, Touseef Tahir, Jawad Shafi   +5 more
wiley   +1 more source

On the prediction models for brain signal-based emotion recognition. [PDF]

Sci Rep
Margaret MJ, Banu NMM, Madhumithaa S, Pathan AK.   +3 more
europepmc   +1 more source

RUL Prediction of Rolling Bearings via Adaptive Multi‐Scale Feature Alignment and Semantic Fusion

Engineering Reports, Volume 8, Issue 6, June 2026.
An adaptive multi‐scale framework integrates denoising, feature fusion, and degradation‐stage‐driven alignment to suppress noise, capture local–global degradation patterns, and enable robust and accurate remaining useful life prediction. ABSTRACT Remaining useful life (RUL) prediction of rolling bearings is essential for intelligent maintenance and ...
Yuanyuan Wu, Ning Li
wiley   +1 more source

Generating explainable hypotheses for drug repurposing with graph neural networks. [PDF]

Sci Rep
Perdomo-Quinteiro P, Guney E, Belmonte-Hernández A.   +2 more
europepmc   +1 more source

Mechanistic Insights Into Color and Texture Stability of Frozen Tropical Vegetables: Processing, Modeling, and Preservation Strategies

Food Science &Nutrition, Volume 14, Issue 6, June 2026.
This review elucidates the mechanistic pathways governing color and texture degradation in frozen tropical vegetables, emphasizing pigment oxidation, enzymatic softening, and ice crystal‐induced structural damage. It integrates kinetic, Arrhenius, RSM, and machine‐learning models with advanced preservation strategies to optimize freezing processes ...
Muhammad Muntasir Mahmud, Md. Suhel Mia, Md. Hassan Bin Nabi, Abid Hassan Arnab, Wahidu Zzaman   +4 more
wiley   +1 more source

An intelligent healthcare framework for hepatocellular carcinoma diagnosis based on aggregated learners from biomedical data utilising explainable artificial intelligence. [PDF]

Sci Rep
Alqaralleh BAY, Alksasbeh MZ, Kulakli A, Zreikat AI.   +3 more
europepmc   +1 more source