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Research Article
MgEL: Quantum Entanglement-Inspired Evidence Fusion for Learning with Noisy Labels
With the rise of data engineering-driven automatic annotation strategies, deep learning has demonstrated remarkable performance and strong competitiveness in intelligent fault diagnosis. However, the inherent limitations of automatic annotators inevitably introduce noisy labels, which in turn hinder...
Research Article
Lightweight Mura Defect Detection via Semantic Interscale Integration and Neighbor Fusion
Considering the large-area distribution, smooth brightness gradients, and blurred boundaries of Mura defects in real industrial scenarios, as well as the challenge of balancing accuracy and efficiency in existing methods, we propose a lightweight deep learning-based detection method for large-area M...
Research Article
Experimental Study on the Influence of Water-rock Interaction on the Mechanical Characteristics and Creep Behavior of Shale
In shale reservoirs, fracturing fluid can be easily absorbed into the pore space due to the strong capillary force of shale. These invading fluids can impact the rock mechanical properties and creep behavior characteristics of shale under water-rock interaction. This paper discussed the influence of...
Research Article
Advanced Machine Learning and Optimization for Erodibility Prediction of Treated Unsaturated Lateritic Soil
This research pioneers the application of a diverse set of advanced machine learning and optimization methods, to predict the erodibility of lateritic soil treated with cement and nanostructured quarry fines, providing a groundbreaking, data-driven approach that enhances traditional erosion analysis...
Review Article
Research on the Reform Path of Nursing Talent Training Model for Health Care
In the context of the accelerated global aging process and the increasingly diverse health care demands, the shortage of skilled elderly care and nursing professionals has emerged as a key constraint impeding the development of this sector. This article offers a systematic review of both domestic an...
Research Article
CT Image Denoising using Discrete Wavelet Transform
Low Dose Computed Tomography (LDCT) scan is modern medical imaging diagnostic technique that provides a detailed projection of internal human body tissue level structures. Even though the LDCT image quality is compromised by Gaussian-noise, which can be generated during image acquisition, this compr...
Research Article
Enhancing Inclusive Mobility for Elderly Pilgrims in Indian Religious Cities: A Case Study of Haridwar
Pilgrimage tourism in India is a cultural and deeply spiritual journey, especially for elderly individuals who view it as a cherished life milestone. However, their mobility and accessibility needs are often under-addressed in policy and planning. This study examines inclusive mobility challenges fa...
Perspective
Primary Thought on Artificial Intelligence (AI) Enhanced Control Engineering Education
Artificial intelligence (AI) is reshaping engineering education by offering adaptive, interactive, and data-driven learning environments. This paper examines the primary roles of AI in enhancing control engineering education (CEE), with emphasis on sensing-oriented applications such as sensor-based...
Research Article
Integrating Artificial Intelligence and Machine Learning in Autism Detection via Gut Microbiome Analysis
The Autism Spectrum Disorder (ASD) diagnosis and detection in its initial stages is a more complex issue in the face of the wide-ranging, diverse nature and causes. Subsequent literature inclined towards a possible correlation of gut microbiome with ASD, and its disclosure presents a more promising...
Review Article
Ethical Cognition and Attitudes of Medical Students: A Bibliometric Analysis from 2000 to 2025
This study conducts a bibliometric and scientometric analysis of global research trends in medical ethics education from 2000 to 2025. Drawing on 443 English-language articles retrieved from the Scopus database, the analysis employs VOSviewer to map knowledge structures, identify thematic clusters,...