GLOBE Observer: A Case Study in Advancing Earth System Knowledge with AI-Powered Citizen Science by Peder V. Nelson, Russanne Low, Holli Kohl, David Overoye, Di Yang, Xiao Huang, Sriram Chellappan, Farhat Binte Azam, Ryan M. Carney, Monika Falk, Joan Garriga, Larisa Schelkin, Rebecca Boger, Theresa Schwerin

“…Citizen science generates terabytes of raw numerical, text, and image data, the analysis of which requires automated techniques to process in an efficient manner. …”
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A reliable prognostic model for hepatocellular carcinoma using neutrophil extracellular traps and immune related genes by Defeng Yuan, Feng Zhang, Pengfei Lv, Jun Zhu, Haiwei Zhang, Zhengcong Zhang

“…Differentially expressed genes (DEGs) intersecting with key module genes were identified, followed by Cox regression analysis and machine learning to determine prognostic genes. …”
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Information and communication technologies as a basis for the development of the information society: Russia in the system of international statistical indicators by Svetlana G. Bychkova, Lidiya S. Parshintseva

“…For the processing of primary information, application packages of statistical analysis were used: Microsoft Excel and STATISTICA 10.0.Results. …”
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Research trends on AI in breast cancer diagnosis, and treatment over two decades by Alok Singh, Akanksha Singh, Sudip Bhattacharya

“…These articles were subsequently subjected to quantitative analysis and visualization through the Bibliometrix R package. …”
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Enhancing female teachers’ engagement, Self-efficacy, and performance in mathematics and science through continuous professional development training program in Rwanda by Pheneas Nkundabakura, Theophile Nsengimana, Aloys Iyamuremye, Celine Byukusenge, Eugenie Uwamariya, Victor Dusabumuremyi

“…The quantitative data were analyzed by using paired while qualitative data were analyzed using inductive and deductive techniques. …”
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Fog Service Placement Optimization: A Survey of State-of-the-Art Strategies and Techniques by Hemant Kumar Apat, Veena Goswami, Bibhudatta Sahoo, Rabindra K. Barik, Manob Jyoti Saikia

“…The rapid development of Internet of Things (IoT) devices in various smart city-based applications such as healthcare, traffic management systems, environment sensing systems, and public safety systems produce large volumes of data. To process these data, it requires substantial computing and storage resources for smooth implementation and execution. …”
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Young people in social networks: scaling social interactions and practices of forming individual media environments (based on regional studies) by Dmitrii V. Zernov, Nadezhda V. Shalyutina

“…The empirical basis of the analysis is the data of sociological research conducted among the student youth of Nizhny Novgorod from 2021 to 2023, including four questionnaire surveys (2021–2023) and one series of in-depth interviews (2023). …”
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IMPLEMENTATION OF SAFETY EDUCATION IN THE SPORT CLASS by Yustinus Sukarmin, Sumaryanti Sumaryanti

“…The study was a survey using questionnaires to collect data. Data analysis was descriptive quantitative using percentages. …”
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Unlocking financial innovation through strategic investments in information management: a systematic review by Askar Garad, Hosam Alden Riyadh, Abdullah M. Al-Ansi, Baligh Ali Hasan Beshr

“…By examining the integration of advanced technologies such as Artificial Intelligence (AI), Machine Learning (ML), Blockchain, Big Data Analytics, Cloud Computing, Large Language Models (LLMs), Robotic Process Automation (RPA), Internet of Things (IoT), Cybersecurity Technologies, and Quantum Computing, this research aims to highlight how these technologies enhance decision-making, operational effectiveness, risk management, and compliance within the financial sector. …”
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Semi-MeshSeg: A semi-supervised semantic segmentation network for large-scale urban textured meshes using all pseudo-labels by Wenjie Zi, Jun Li, Hao Chen, Qingren Jia

“…To address this issue, we propose a novel semi-supervised learning approach, Semi-MeshSeg, to tackle the problem of insufficiently labeled data. …”
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Temporal Convolutional Network Approach to Secure Open Charge Point Protocol (OCPP) in Electric Vehicle Charging by Ikram Benfarhat, Vik Tor Goh, Chun Lim Siow, Muhammad Sheraz, Teong Chee Chuah

“…Securing data transactions across computer networks presents significant challenges, particularly concerning data privacy and cybersecurity threats. …”
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Lithofacies and sandstone reservoir characterization for geothermal assessment through artificial intelligence by Zohaib Naseer, Muhsan Ehsan, Muhammad Ali, Muhammad Raiees Amjad, Muhammad Ali Umair Latif, Kamal Abdelrahman

“…Facies analysis was performed based on well data through machine learning, demonstrating that the major facies present are sandstone and shale in the target Formation. …”
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Is air pollution a risk factor for early menopause? by Joyce Mary Kim, Surabhi Shah, Jieun Min, Kyungah Jeong, Eun-Hee Ha

“…These data were linked with summary pollution data from AiMS-CREATE (AI-Machine Learning and Statistics Collaborative Research Ensemble for Air Pollution, Temperature, and All Types of Environmental Exposures) from 2002 to 2020. …”
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Strategies to Implement a Community-Based, Longitudinal Cohort Study: The Whole Communities-Whole Health Case Study by Lindsay Bouchacourt, Sarah Smith, Michael Mackert, Shoaa Almalki, Germine Awad, Amanda Barczyk, Sarah Kate Bearman, Darla Castelli, Frances Champagne, Kaya de Barbaro, Shirene Garcia, Karen Johnson, Kerry Kinney, Karla Lawson, Zoltan Nagy, Laura Quiñones Camacho, Lourdes Rodríguez, David Schnyer, Edison Thomaz, Sean Upshaw, Yan Zhang

“…These strategies are (1) creating a data collection schedule that balances participant burden and maintains temporality across data types; (2) facilitating multiple opportunities for qualitative and quantitative input from faculty, families, and nonparticipant community members; and (3) establishing an open-door policy for data analysis and interpretation. …”
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Influencia del bilingüismo en el tiempo de compromiso motor en Educación Física (Influence of bilingualism on engagement motor time in Physical Education) by Francisco José Martínez Hita, Eliseo Garcia Canto

“…The different categories of time in PE classes were studied by analyzing a random sample of third grade students from eight schools in the Region of Murcia. The analysis of the data showed significant differences in the time spent on the task and the time of organization between monolingual and bilingual schools. …”
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Discourse in curriculum: A focus on film, television, and media studies by Firdaus Noor, Nuril Ashivah Misbah, Dede Suprayitno, Putrawan Yuliandri

“…This research uses the interpretive phenomenology method (Interpretative Phenomenological Analysis), and the classification and framing of data are carried out through focused group discussions. …”
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Identifying real time surveillance indicators to estimate COVID-19 hospital admissions in Colorado during and after the public health emergency by Elise N. Grover, Andrew C. Hill, Irina M. Kasarskis, Emma J. Wu, Nisha B. Alden, Alicia B. Cronquist, Kirsten Weisbeck, Rachel Herlihy, Elizabeth J. Carlton

“…We assessed how well the indicators predicted 7-day average COVID-19 hospital admissions, a key indicator of outbreak severity, using machine learning and regression models, and used cross-correlation analysis to identify leading indicators. …”
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Developing Computer Vision Models for Classifying Grain Shapes of Crushed Stone by Alexey N. Beskopylny, Evgenii M. Shcherban’, Sergey A. Stel’makh, Alexandr A. Shilov, Irina Razveeva, Diana Elshaeva, Andrei Chernil’nik, Gleb Onore

“…Using intelligent algorithms, along with grain analysis methods via manual selection, sieve analysis, or using special equipment, will reduce manual labor and can also serve as an additional source for verifying the quality of building materials at various stages of construction.…”
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Nairobi Early Childcare in Slums (NECS) Study Protocol: a mixed-methods exploration of paid early childcare in Mukuru slum, Nairobi by Sunil Bhopal, Zelee Hill, Elizabeth W Kimani-Murage, Robert C Hughes, Patricia Kitsao-Wekulo, Betty R Kirkwood

“…Finally, in-depth interviews and focus group discussions with childcare providers will explore their behaviours and motivations. Qualitative data will be analysed through thematic analysis and triangulation across methods. …”
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Patient Experiences and Prerequisites of Collaboration as Partners in Person‐Centred Care: An Interview Study by Lena Rosenlund, Sofie Jakobsson, Helen Lloyd, Anna Diffner, Åsa Lundgren‐Nilsson, Anna Dencker

“…Methods Semi‐structured individual interviews were conducted with 15 persons with long‐term condition/s who experienced outpatient treatment or follow‐up care. Data were explored through inductive thematic analysis. …”
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