Integration of silver nanostructures in wireless sensor networks for enhanced biochemical sensing by M. Sahaya Sheela, S. Kumarganesh, Binay Kumar Pandey, Mesfin Esayas Lelisho

“…Abstract Integrating noble metal nanostructures, specifically silver nanoparticles, into sensor designs has proven to enhance sensor performance across key metrics, including response time, stability, and sensitivity. …”
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A Hybrid Machine Learning Model for Efficient XML Parsing by Muhammad Ali, Minhaj Ahmad Khan, Raihan Ur Rasool

“…Additionally, based on evaluation outcomes, the code generation phase produces an efficient parsing model of XML files. The newly designed and developed XPOHML framework has shown a meaningful improvement in the performance of parsing XML files.…”
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COUNCIL REGULATION (EU) 2019/1111: NEW PROGRESS IN INTERNATIONAL CHILD ABDUCTIONS by Anca Magda VOICULESCU

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Development of an expectation management intervention for patients with Long COVID: A focus group study with affected patients. by Manuel Funk, Max Reinke, Bernd Löwe, Petra Engelmann

“…To ensure that an expectation management intervention, designed for the research project SOMA.COV, addresses relevant patient needs as well as to promote treatment acceptance and adherence, a participatory approach was chosen.…”
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Research on Integrated Control Strategy for Highway Merging Bottlenecks Based on Collaborative Multi-Agent Reinforcement Learning by Juan Du, Anshuang Yu, Hao Zhou, Qianli Jiang, Xueying Bai

“…By transforming the control framework into a Decentralized Partially Observable Markov Decision Process (Dec-POMDP), state and action spaces for heterogeneous agents are designed. These agents dynamically adjust control strategies and control area lengths based on real-time traffic conditions, adapting to the changing traffic environment. …”
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Use of Antenatal Services in Kampung District, Cambodia by Ahmed A. Zafar, John E. Ehiri, Ebere C. Anyanwu

“…This study was conducted to assess factors that influence use of antenatal care services with both quantitative and qualitative designs. Methods used were structured questionnaire interviews and focus group discussions in the Kampung District, Kampot Province in Cambodia with a volunteer sample of 260 postnatal mothers. …”
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Short-Term Exercise Approaches on Menopausal Symptoms, Psychological Health, and Quality of Life in Postmenopausal Women by Ayşegül Ağıl, Faruk Abıke, Arzu Daşkapan, Rıdvan Alaca, Handan Tüzün

“…Objective. This study was designed to determine the effects of different short-term exercise programs on menopausal symptoms, psychological health, and quality of life in postmenopausal women. …”
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Diversity and inclusion for the All of Us research program: A scoping review. by Brandy M Mapes, Christopher S Foster, Sheila V Kusnoor, Marcia I Epelbaum, Mona AuYoung, Gwynne Jenkins, Maria Lopez-Class, Dara Richardson-Heron, Ahmed Elmi, Karl Surkan, Robert M Cronin, Consuelo H Wilkins, Eliseo J Pérez-Stable, Eric Dishman, Joshua C Denny, Joni L Rutter, All of Us Research Program

“…Based on these efforts, All of Us emphasizes enrollment of racial and ethnic minorities, and has formally designated the following additional groups as historically underrepresented: individuals-with inadequate access to medical care; under the age of 18 or over 65; with an annual household income at or below 200% of the federal poverty level; who have a cognitive or physical disability; have less than a high school education or equivalent; are intersex; identify as a sexual or gender minority; or live in rural or non-metropolitan areas. …”
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Development of Automated Image Processing for High-Throughput Screening of Potential Anti-Chikungunya Virus Compounds by Pathaphon Wiriwithya, Siwaporn Boonyasuppayakorn, Pattadon Sawetpiyakul, Duangpron Peypala, Gridsada Phanomchoeng

“…This study presents the development and validation of an automated image processing algorithm designed to improve the accuracy and speed of high-throughput screening for potential anti-chikungunya virus compounds. …”
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Effects of a 12-week digital training equipment program on cognitive function and mental health in older women: a randomized controlled trial by Byung-Sun Lee, Bong Du Choi, Ho Sung Park, Chae Won Seo, Kyung-Ae Kim

“…The content included digital health tools such as VR, motion tracking, and touchscreens designed for cognitive and physical fitness. Measurements were taken one week before and after the intervention for both groups, assessing body composition, cognitive function, depression, and quality of life. …”
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Mape: defending against transferable adversarial attacks using multi-source adversarial perturbations elimination by Xinlei Liu, Jichao Xie, Tao Hu, Peng Yi, Yuxiang Hu, Shumin Huo, Zhen Zhang

“…SAPE utilizes a thoughtfully designed channel-attention U-Net as the defense model and employs adversarial examples generated by a pre-trained model (e.g., ResNet) for its training, thereby enabling the elimination of known adversarial perturbations. …”
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Smart Filter Performance Monitoring System by Chenxing Pei, Weiqi Chen, Qisheng Ou, David Y. H. Pui

“…Abstract Air filters are widely used in residential and industrial applications. It is designed to remove particulate pollutants in the air to supply cleaner air to either occupants or industrial equipment. …”
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Experiences in the application of a triage system in the health institutions of the province of Cienfuegos, 1998-2016 by Víctor René Navarro Machado, Arelys Falcón Hernández, Omar Bárbaro Rojas Santana, Raúl Nieto Cabrera

“…<br /><strong>Results:</strong> atriage system was designed with three coding levels (red, yellow and green) according to vital risk. …”
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Perception and Awareness of Diabetes Mellites and Diabetes Ketoacidosis among the General Population in Sudair Area, Saudi Arabia by Yousef A. Alanazi, Bandar M. B. Alsaadoon, Talal M. A. Alanazi, Abdulaziz M. A. Alanazi, Sultan M. B. Alsaadoon, Majeed G. I. Alanazi, Abdulrahman N. N. Almutairi, Khalid F. Alanazi, Riyaz A. Shaik, Elsadig Y. Mohamed

“…The data will be collected by filling out a pre-designed online questionnaire that has choice answers. …”
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THE DEMAND FOR VIDEO CONTENT AMONG STUDENT YOUTH IN MODERN SOCIETY by Ekaterina V. Baranova, Yulia R. Guro-Frolova, Elena G. Sokolova

“…A sociological experiment without observing subsequent changes is an empirical, descriptive study conducted through specially designed electronic survey forms in the Internet on the Yandex platform, as well as oral standardized interviewing. …”
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Introducing a Markov Chain-Based Energy Awareness Approach for Cloud Data Center Virtual Machine Dynamic Management by Xinbin Huang, Yu Huang, Cecılıa. Mercado

“…This paper introduces a novel model designed to address these challenges by enhancing existing algorithms and employing advanced techniques. …”
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Age and gender differences in the recognition, use and perception of a selection of Anglicisms by Carlos Ponce Folgado

“…For the implementation of this study, a survey was designed and distributed online targeting one hundred individuals. …”
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Lessons Learned from Van Earthquake in the Context of Urban Environment and Health by Bilge Kalanlar

“…Van earthquake was evaluated in terms of the urban environment and health and study designed as an evaluation article. Earthquake observations of author is evaluated and discussed in the context of national and international literature. …”
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Encrypted traffic classification method based on convolutional neural network by Rongna XIE, Zhuhong MA, Zongyu LI, Ye TIAN

“…Aiming at the problems of low accuracy, weak generality, and easy privacy violation of traditional encrypted network traffic classification methods, an encrypted traffic classification method based on convolutional neural network was proposed, which avoided relying on original traffic data and prevented overfitting of specific byte structure of the application.According to the data packet size and arrival time information of network traffic, a method to convert the original traffic into a two-dimensional picture was designed.Each cell in the histogram represented the number of packets with corresponding size that arrive at the corresponding time interval, avoiding reliance on packet payloads and privacy violations.The LeNet-5 convolutional neural network model was optimized to improve the classification accuracy.The inception module was embedded for multi-dimensional feature extraction and feature fusion.And the 1*1 convolution was used to control the feature dimension of the output.Besides, the average pooling layer and the convolutional layer were used to replace the fully connected layer to increase the calculation speed and avoid overfitting.The sliding window method was used in the object detection task, and each network unidirectional flow was divided into equal-sized blocks, ensuring that the blocks in the training set and the blocks in the test set in a single session do not overlap and expanding the dataset samples.The classification experiment results on the ISCX dataset show that for the application traffic classification task, the average accuracy rate reaches more than 95%.The comparative experimental results show that the traditional classification method has a significant decrease in accuracy or even fails when the types of training set and test set are different.However, the accuracy rate of the proposed method still reaches 89.2%, which proves that the method is universally suitable for encrypted traffic and non-encrypted traffic.All experiments are based on imbalanced datasets, and the experimental results may be further improved if balanced processing is performed.…”
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Effects of Temperature and Extraguild Prey Density on Intraguild Predation of <i>Coccinella septempunctata</i> and <i>Harmonia axyridis</i> by Xia Wen, Guizhen Gao

“…Intraguild predation (IGP) is prevalent among natural enemies that coexist in shared habitats and prey upon the same extraguild prey. We designed laboratory experiments to evaluate the potential for IGP between these two ladybirds at different temperatures and extraguild (EG) prey densities, and the ability of IGP to control EG prey under different conditions. …”
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