UNVEILING FAKE NEWS DETECTION MODELS AND THEIR INTEGRATION INTO WEB SYSTEMS: AN EXTENSIVE INVESTIGATION by Vimal Gaur, Naman Veerwal, Ujjwal Chaudhary, Sparsh Kadian

“…Through meticulous preprocessing, including stemming and TF-IDF vectorization, the system optimizes textual data for analysis. Powered by Multinomial Naive Bayes and Passive Aggressive Classifier algorithms, Fake News Detection System ensures accurate classification. …”
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Abra State Institute of Sciences and Technology Cottage Rental Billing and Collection System (ASIST-CREBACS by Joventino T. Trinidad Jr.

“…The study used documentary analysis, interview, and the Usefulness, Satisfaction and Ease of Use (USE) questionnaire as data gathering instruments. …”
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DDC-Chat: Achieving accurate distracted driver classification through instruction tuning of visual language model by Chupei Liao, Kuoyi Lin

“…Due to the computational intensity of inference, DDC-Chat is optimized for deployment on remote servers, with data streamed from in-vehicle monitoring systems for real-time analysis.…”
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Failing Forward Quickly as a Developmental Evaluator: Lessons from Year One of the LiveWell Kershaw Journey by Holly G. Hayes, Susan Witkowski, Lillian Smith

“…Setting: Free clinic and community setting in Kershaw County, South Carolina Intervention: NA Research Design: NA Data Collection and Analysis: The Evaluator documented mistakes and lessons learned during the beginning, planning and implementation stages of a complex community health initiative. …”
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Indonesian Lip-Reading Detection and Recognition Based on Lip Shape Using Face Mesh and Long-Term Recurrent Convolutional Network by null Aripin, Abas Setiawan

“…Leveraging advanced deep learning techniques and precise landmark detection, these findings promise improved communication accessibility for individuals facing auditory challenges.…”
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The Role of School Principals in Improving the Success of Elementary School Management: A Qualitative Case Study in Yogyakarta by Ahmad Salim, Akhsanul Fuadi, Endi Rochaendi, Laelatul Badriah

“…Employing a qualitative case study design in Kasihan District, Bantul Regency, data were obtained through in-depth interviews, direct observations, and document analysis. …”
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Study on the quality of mathematics education in primary schools in Sindh province, Pakistan by Takuya Numajiri, Masato Kosaka

“…The study employs a multiple linear regression analysis and descriptive statistics, to explore the impact of various factors on students' mathematics performance. …”
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Investigating the Relationship Between Primary School Students' Reading Attitudes and Their Parents' Reading Attitudes by Ela Nur Mutlu, Mustafa Kocaarslan

“…The reading attitudes of primary school-aged children serve as foundational elements in the lifelong learning journey, with parental influence playing a pivotal role in this process. …”
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Early Fault Detection and Operator-Based MIMO Fault-Tolerant Temperature Control of Microreactor by Yuma Morita, Mingcong Deng

“…We also use a fault detection system that combines ChangeFinder, a time-series data analysis method, and One-Class SVM, an unsupervised learning method. …”
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Sentinel Alpine Pastures: An original programme for a new form of shared governance to face the climate challenge by Laurent Dobremez, Baptiste Nettier, Jean-Pierre Legeard, Bruno Caraguel, Laurent Garde, Simon Vieux, Sandra Lavorel, Muriel Della-Vedova

“…We show how this approach, the information collection protocols and the data capitalization methods implemented aim to meet the requirements stemming from this current issue: involvement of all actors (livestock farmers and herdsmen, farming technicians, pastoral systems specialists, researchers and managers of protected areas), collective learning based on shared observations, and integration of an alpine pasture farms system. …”
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Advances in Amazigh Language Technologies: A Comprehensive Survey Across Processing Domains by Oussama Akallouch, Mohammed Akallouch, Khalid Fardousse

“…We analyze the evolution from rule-based systems to advanced neural models, demonstrating how researchers have addressed resource constraints through innovative approaches that blend linguistic knowledge with machine learning. Our analysis reveals uneven progress across domains, with optical character recognition reaching high maturity levels while machine translation remains constrained by limited parallel data. …”
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Multistage Training of Fuzzy Cognitive Maps to Predict Preeclampsia and Fetal Growth Restriction by William Hoyos, Rodrigo Garcia, Jose Aguilar

“…Convergence analysis demonstrated the stability of the FCM generated during the training stages. …”
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Supervised Semantic Segmentation of Urban Area Using SAR by Joanna Pluto-Kossakowska, Sandhi Wangiyana

“…We present a novel dataset for urban classification focusing on density analysis. Machine learning methods, including a selection of artificial neural networks and other classifiers, have been used to distinguish among different classes of built-up areas, as defined according to the Urban Atlas database. …”
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Mediating Role of Mathematics and Science Engagement in the Relationship between Attitude toward STEM Education and Subjective Well-being of Adolescents by Kavitha Radha Nair, Jacqueline Kareem

“…Drawing upon theoretical frameworks from psychology, education, and sociology, this study employs a quantitative approach to data collection and analysis. A sample of 363 secondary and senior secondary students was administered standardized survey tools, measuring attitudes toward STEM education, subjective well-being, and their engagement in mathematics and science classes. …”
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Pemikiran Tasawuf K. H. Raden Abdullah Bin Nuh Dan Relevansinya Dalam Konteks Kehidupan Era Modern by Yasirul Musyaffa, M. Syukron Jazilah

“…This study uses a Library Research approach to collect data from relevant books, journals and scientific articles. …”
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Pedagogical translanguaging in English classrooms: Teachers’ and students’ experiences in a Thai secondary school by Apiwit Pawapootanon, Somkiet Poopatwiboon, Eric A. Ambele

“…Data were collected through classroom observations, video recordings, field notes, and stimulated recall interviews with three teachers and twelve students from three grade levels. …”
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Curriculum Reform in Islamic Religious Education: A Competency-Based Approach in Indonesian Madrasah Ibtidaiyah by Muhammad Adib, Agus Pahrudin, Agus Jatmiko, Koderi Koderi

“…Using qualitative methods, data were collected through interviews, observations, and document analysis, then analyzed descriptively to explore the relationship between the objectives of the Competency-Based Curriculum and its implementation in the field. …”
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Carbon co-benefits of digital economy and green finance: empirical evidence from China by Yayun Ren, Xiaohang Xu, Yantuan Yu, Zhenhua Zhang

“…These findings are robust across various validation tests, including time-placebo test, alternative model specification, and double machine learning algorithms. According to mechanisms analysis, improving green technological innovation and human capital level are the main channels that DEGF produces carbon co-benefits. …”
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An Effective Fault Feature Extraction Method for Gas Turbine Generator System Diagnosis by Jian-Hua Zhong, JieJunYi Liang, Zhi-Xin Yang, Pak Kin Wong, Xian-Bo Wang

“…The fault diagnosis of the GTGS faces the main challenge that the acquired data, vibration or sound signals, contain a great deal of redundant information which extends the fault identification time and degrades the diagnostic accuracy. …”
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Swinging for Success: A Qualitative Study on Baseball’s Role in Supporting a Player with ADHD by Eva Zöller, Carsten Klöpfer, Janine Bracht, Paul Martin Müller, Matthias Grünke

“…Through an extensive interview with the participant, our research aimed to determine how baseball can effectively support individuals with this diagnosis in overcoming their obstacles. Qualitative analysis of the verbal data revealed four interconnected themes—Formative Years and Key Experiences, Dealing with ADHD, Learning through Baseball, and Navigating Life Today—highlighting how the sport has served as a vital developmental and supportive activity for this athlete. …”
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