SA3C-ID: a novel network intrusion detection model using feature selection and adversarial training by Wanwei Huang, Haobin Tian, Lei Wang, Sunan Wang, Kun Wang, Songze Li

“…Finally, to verify the robustness and generalization ability of the SA3C-ID model, ablation experiments and comparative evaluations are conducted on two benchmark datasets, NSL-KDD and CSE-CIC-IDS2018. …”
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Optimization Configuration of Electric–Hydrogen Hybrid Energy Storage System Considering Power Grid Voltage Stability by Yunfei Xu, Yiqiong He, Hongyang Liu, Heran Kang, Jie Chen, Wei Yue, Wencong Xiao, Zhenning Pan

“…The rational planning of their equipment can significantly enhance operational economic efficiency, environmental friendliness, and system stability. …”
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FUSCANet: Enhancing Skin Disease Classification Through Feature Fusion and Spatial-Channel Attention Mechanisms by Qinyang Liu, Xuan Wang, Hongjiu Liu, Xiangzhen Zang, Lei Li, Zhanlin Ji, Ivan Ganchev

“…With the widespread application of computer vision technology in dermatology, automating skin lesion classification through computer algorithms has become a crucial method for improving diagnostic efficiency and reducing the mortality rate due to malignant skin conditions. …”
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Implications for developing global health education in China: evidence from an undergraduate teamwork with role-play by Chen Chen, Taufique Joarder, Chenkai Wu, Yi Cai, Hong Chen, Junxiong Pang

“…However, their inadequate background knowledge of global health issues hindered their ability to undertake the tasks in depth. Students provided positive feedback on the teamwork with the role-play module, highlighting improved efficiency, broader and deeper learning through communication, increased participation, etc. …”
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Parenting through place‐of‐care disruptions: A qualitative study of parents' experiences of neonatal care by Caroline Cupit, Alexis Paton, Elaine Boyle, Thillagavathie Pillay, Josie Anderson, Natalie Armstrong, the OPTI‐PREM team

“…Our analysis focuses on the work generated by managerial systems that organise place‐of‐care decision‐making and other efficiency‐focused practices. Parents are absorbed into negotiating institutional systems and diverted from routine parenting activities. …”
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Calculation and Experimental Study of the Dynamics of the Track Mover Bypass of a Cross-Country Transport Vehicle by Alexey I. Taratorkin, Sergey V. Abdulov, Viktor B. Derzhanskii, Alexandr A. Volkov, Evgeniy B. Sarach, Alexandr I. Komissarov

“…The article presents an analysis of the methods for studying the dynamics of the branches of the track bypass, substantiates and proposes a research methodology and a simulation spatial model of the track mover of a cross-country transport vehicle, which differs from the common string inertialess and rod inertial models of the branches of the track mover by the ability to take into account a complex set of kinematic and force factors excited during the movement of the tracked vehicle in steady and transient motion modes. …”
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A precise spatiotemporal fusion crop classification framework based on parcels by Liegang Xia, Changge Chen, Jiancheng Luo, Xiaodong Hu, Xuanzhi Lu, Hongfeng Yu, Keyu Lu

“…It is also a crucial foundation for improving agricultural production efficiency and promoting agricultural informatization. …”
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Healthcare cybersecurity and cybercrime supply chain risk management by Dr. Jorja Wright

“…This study examines the substantial threat posed by cybercrime to patient safety, data security, and operational efficiency within healthcare logistics and supply chain management. …”
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Exercise capacity in moderate aortic stenosis: a cardiopulmonary stress echocardiography study by Sveeta Badiani, Jet van Zalen, Sahar Alborikan, Aeshah Althunayyan, David Bruce, Thomas Treibel, Sanjeev Bhattacharyya, Nikhil Patel, Guy Lloyd

“…Results 25 patients with moderate AS (Vmax 3.5 ± 0.2mmHg, mean gradient 28 ± 5mmHg, AVA 1.2 ± 0.1cm2, LVEF 61 ± 4%) were compared with 25 controls. % predicted oxygen uptake efficiency slope (OUES), % predicted O2 pulse and VO2 at anaerobic threshold (AT) were significantly lower in patients compared with controls (OUES 79 ± 15 vs. 89 ± 15%, p = 0.013). …”
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Justifying the selection of a neural network linguistic classifier by Олеся Барковська, Ксенія Воропаєва, Олександр Руських

“…This highlights LSTM's ability to effectively adapt to diverse data types and consistently maintain high accuracy, even with substantial data volumes. …”
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A performance enhanced distributed computing framework for clustering by local direction centrality upon Apache Spark by Zhipeng Gui, Zichen Huang, Huan Chen, Dehua Peng, Yuhang Liu, Guangyao Fang, Qianxi Lan, Anqi Zhao, Huayi Wu

“…However, it has a quadratic time complexity due to costly K-nearest neighbor search and internal connection operations, which hinder its ability to handle large-scale datasets. To improve its computational efficiency and scalability, we proposed a performance enhanced distributed framework of CDC, named D-CDC, by workflow-level algorithm optimization and distributed computational acceleration. …”
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The superiority of feasible solutions-moth flame optimizer using valve point loading by Mohammad Khurshed Alam, Herwan Sulaiman, Asma Ferdowsi, Md Shaoran Sayem, Md Mahfuzer Akter Ringku, Md. Foysal

“…They have evolved the ability to navigate at night using a technique called transverse orientation. …”
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The role of eco-digital learning in enhancing the impact of IoT, blockchain, and artificial intelligence on green supply chain for SME internationalization by Faisol, Hestin Sri Widiawati, Risky Aswi Ramadhani, Bambang Agus Sumantri

“…For blockchain, eco-digital learning enhances its positive impact (p = 0.0277, T-statistic = 2.2085) by strengthening the organization’s ability to leverage transparency and sustainability. …”
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TMN-Net: A Hybrid 2.5D Multi-Branch Transformer Network for Coronary Artery Segmentation in Cardiac Diagnosis by Bo Zhao, Jianjun Peng, Kai Zhang, Yongyan Fan, Ce Chen, Yang Zhang

“…Coronary artery disease (CAD) continues to be a leading cause of global mortality, necessitating accurate and efficient diagnostic tools for early detection and treatment planning. …”
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TiO2–Cu7S4 modified with a carbazole-based conjugated porous polymer for adsorption and photocatalytic degradation of bisphenol A by Wanjun Xu, Xunxun Li, Dongyun Chen, Najun Li, Qingfeng Xu, Hua Li, Jianmei Lu

“…In addition, the dual S-scheme heterojunctions effectively improve carrier separation while maintaining a strong redox ability. Thus, the optimized 1.5% CST-130 catalysts can adsorb 71% of 20 ppm BPA in 15 min and completely remove it within 30 min with high adsorption capacity and photodegradation efficiency. …”
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Neuromodulatory effects of caffeine and bromazepam on visual event-related potential (P300): a comparative study Efeitos neuromoduladores da cafeína e do bromazepam no potencial ev... by Mariana Montenegro, Heloisa Veiga, Andréa Deslandes, Maurício Cagy, Kaleb McDowell, Fernando Pompeu, Roberto Piedade, Pedro Ribeiro

“…The P300 component of the event-related potential (ERP) is a general measurement of "cognitive efficiency". It is an index of the ability of an individual's central nervous system (CNS) to process incoming information. …”
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Automated sparse feature selection in high-dimensional proteomics data via 1-bit compressed sensing and K-Medoids clustering by FuDong Wen, Yue Su, Dan Liu, YuPeng Wang, MeiNa Liu

“…These results highlight ST-CS’s ability to rigorously automate feature selection while balancing classification efficacy, interpretability, and scalability for translational proteomics.…”
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Designing an oral insulin delivery system based on milk exosomes for managing diabetes: in vitro and in vivo investigation by Sadegh Dehghani, Reza Zolfaghari, Seyed Mohamaad Taghdisi, Khalil Abnous, Mona Alibolandi, Mohammad Ramezani

“…Meanwhile, Mexolin NPs penetrated a monolayer of polarized Caco-2 cells, confirming their ability to be absorbed through the intestinal epithelium. …”
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Emerging Trends in Injectable Stimuli‐Responsive Hydrogel Microspheres: Design Strategies and Therapeutic Innovations by Jiacheng Liu, Chengcheng Du, Senrui Liu, Junyan Liu, Xuefeng Luo, Jingdi Zhan, Zhuolin Chen, Zhenglin Zhu, Liangbin Zhou, Zhong Alan Li, Wei Huang, Yiting Lei

“…However, traditional bulk hydrogels often suffer from limitations such as inadequate mechanical strength, slow response to external stimuli, and restricted diffusion efficiency, which hinder their performance in dynamic biological environments. …”
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Heterogeneity and main controlling factors of black shale in first Member of Lower Carboniferous Luzhai Formation in Northern Liucheng Slope, Guizhong Depression by LIN Yifei, QIN Yinglun, LU Yongchao, ZHUO Seqiang, WANG Chuan, LU Wenshi, CUI Qinyu, CEN Wenpan

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