A Global Attention Mechanism-Based EfficientNet Model for Road Pavement-Type Identification by Zhe-Yuan Ni, Jun-Cheng Wang

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Machine learning for detection of diffusion abnormalities-related respiratory changes among normal, overweight, and obese individuals based on BMI and pulmonary ventilation paramet... by Xin-Yue Song, Xin-Peng Xie, Wen-Jing Xu, Yu-Jia Cao, Bin-Miao Liang

“…Methods We conducted a retrospective analysis of data from 440 individuals who underwent pulmonary function tests between January 1, 2021, and April 1, 2024. …”
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An integrated machine learning model of transcriptomic genes in multi-center chronic obstructive pulmonary disease reveals the causal role of TIMP4 in airway epithelial cell by Erkang Yi, Haiqing Li, Yu Liu, Qingyang Li, Chengshu Xie, Ruining Sun, Fan Wu, Zhishan Deng, Kunning Zhou, Hairong Wang, Xinru Ran, Yumin Zhou, Pixin Ran

“…Gene expression in specific cell types was analyzed, and Mendelian randomization was used to confirm associations between candidate genes and lung function/COPD. Preliminary in vitro functional validation was performed on prioritized core candidate genes. …”
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Efficient and Lightweight IoT Security Using CNTFET-Based Ultra-Low Power SRAM-PUF by Alireza Shafiei, Mehrnaz Monajati

“…The escalating development of artificial intelligence and machine learning in Industry 4.0 and cyber-physical systems has heightened security challenges for humans. …”
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Huanglian Jiedu Decoction improves the"central-peripheral"inflammatory microenvironment and enhances the cognitive function of APP/PS1 mice by inhibiting the activation of NLRP3 in... by Yani Zhang, Jiahua Wang, Xuetao Li, Ruibo Guo, Liyan Wang, Yang Liu, Yang Yu, Liang Kong

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Constrained Heat Kernel Graph Diffusion Convolution: A High-Dimensional Statistical Approximation via Information Theory by Zhuo-Chen He

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Fast grouping fusion method of dual carbon monitoring data based on DBSCAN clustering algorithm by Rui Ma, Jiangbo Sha, Shuang Zhang, Dongge Zhu, Wenni Kang, Jia Liu

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Enforcing Equity in Neural Climate Emulators by William Yik, Sam J. Silva

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A novel region based neighbors searching classification algorithm for big data by Rajib Kumar Halder, Mohammed Nasir Uddin, Md Ashraf Uddin

“…The K-Nearest Neighbors (KNN) algorithm remains a cornerstone of machine learning due to its intuitive design and effectiveness in classification tasks. …”
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Immune status assessment based on plasma proteomics with meta graph convolutional networks by Min Zhang, Nan Xu, Qi Cheng, Jing Ye, Shiwei Wu, Haoliang Liu, Chengkui Zhao, Lei Yu, Weixing Feng

“…Despite their significance, the link between these proteins and systemic immune function remains unclear. To bridge this gap, researchers developed ProMetaGCN, a model integrating meta-learning, graph convolutional networks, and protein-protein interaction (PPI) data to evaluate immune status via plasma proteomics. …”
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Predicting crop yield lows through the highs via binned deep imbalanced regression: A case study on vineyards by Hamid Kamangir, Brent S. Sams, Nick Dokoozlian, Luis Sanchez, J. Mason Earles

“…First, we propose a cost-sensitive loss function, ExtremeLoss, designed to better capture and represent less frequent yield values by giving greater importance to extreme cases during training. …”
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Accurate Rainfall Prediction Using GNSS PWV Based on Pre-Trained Transformer Model by Wenjie Yin, Chen Zhou, Yuan Tian, Hui Qiu, Wei Zhang, Hua Chen, Pan Liu, Qile Zhao, Jian Kong, Yibin Yao

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Influence of Bilinguism on Socio-Cognitive Personality Development by I. V. Sokolova

“…Their advantages compared with the monolingual peers include the well-developed meta-lingual abilities and executive functions - executive control, attention, planning, concentration, rejection of inessential information - necessary for fulfilling verbal tasks and activity control. …”
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Le plurilinguisme dans les Moocs : profils d'usagers et fonctions du sous-titrage by Mariana Fonseca, Laurent Gajo

“…This article seeks to study the conflict between contextualization and globalization, and focuses on the use and functions of subtitles in Moocs, from the point of view of their users. …”
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An Analysis of the Role of Middle Leaders in Parental Involvement and Learner Discipline in Gauteng Province Middle Schools by Mpipo Zipporah Sedio, Vimbi Petrus Mahlangu

“…The study seeks to elucidate successful leadership techniques that promote collaboration between educational institutions and parents, while preserving a disciplined learning atmosphere. Conclusions: Comprehending the function of middle leaders is crucial for enhancing learner behavior and parental involvement, hence boosting educational achievements in Gauteng middle schools.…”
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Integrated neural network framework for multi-object detection and recognition using UAV imagery by Mohammed Alshehri, Tingting Xue, Tingting Xue, Ghulam Mujtaba, Yahya AlQahtani, Nouf Abdullah Almujally, Ahmad Jalal, Ahmad Jalal, Hui Liu, Hui Liu, Hui Liu

“…In the end, using an attention function, Vision Transformer-based models classify vehicles seen from above. …”
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Identification and validation of immune-related and inflammation-related genes in endometriosis by Yanzhen Zhou, Yanzhen Zhou, Jingmin Li, Meihuan Chen, Hailong Huang, Hailong Huang

“…Subsequently, three machine learning models—LASSO regression, SVM-RFE, and Boruta—were conducted to identify the potential key genes in endometriosis. …”
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Pathological Aging of Patients With Amyotrophic Lateral Sclerosis: A Preliminary Longitudinal Study by Sana Mohammadi, Sadegh Ghaderi, Farzad Fatehi, Sanjay Kalra, Seyed Amir Hossein Batouli

“…ABSTRACT Objective This longitudinal study investigated pathological brain aging in amyotrophic lateral sclerosis (ALS) by evaluating disparities between chronological age and deep learning‐derived brain structure age (BSA) and exploring associations with cognitive and functional decline. …”
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Om bildandet av ”pedagogiskt entreprenörskap” – ett prekärt projekt? by Ditte Storck Christensen

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“Who can keep learning [the linguistic] games we play?” Linguistic Games and the Parody of Contemporary American Culture in Edward Albee’s Who’s Afraid of Virginia Woolf by Olfa Gandouz

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