Housing Mortgage Financing in Africa 2010-2018 by Egino Millanzi

“…The data comes from Center for Affordable Housing in Africa. …”
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People Skills in the 21st Century: A Perspective on the Smart City in an Emerging Economy by Tanatorn Tanantong, Papon Moolngearn, Tanpat Kraiwanit, Pongsakorn Limna, Aishath Rafiyya

“…Employing a quantitative research approach, data were initially collected from 600 Thai respondents through convenience sampling. …”
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Technical, process-related and sustainability requirements for IoT-based temperature monitoring in fruit and vegetable supply chains by Anna Lamberty, Judith Kreyenschmidt

“…In the practical test it was found that the data transmission and measurement accuracy constrained reliable data provision. …”
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Stroke Dataset Modeling: Comparative Study of Machine Learning Classification Methods by Kalina Kitova, Ivan Ivanov, Vincent Hooper

“…They utilized resampling methods to balance the classes and advanced imputation techniques to handle missing data, underscoring the critical role of data preprocessing in enhancing the performance of Support Vector Machines (SVMs). …”
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AnophelesModel: An R package to interface mosquito bionomics, human exposure and intervention effects with models of malaria intervention impact. by Monica Golumbeanu, Olivier Briët, Clara Champagne, Jeanne Lemant, Munir Winkel, Barnabas Zogo, Maximilian Gerhards, Marianne Sinka, Nakul Chitnis, Melissa Penny, Emilie Pothin, Tom Smith

“…In addition, it includes a previously published, comprehensive, curated database of field entomological data from over 50 Anopheles species, field data on mosquito and human behaviour, and estimates of vector control effectiveness. …”
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Use of artificial intelligence in healthcare in South Africa: A scoping review by Jennifer Chipps, Thandazile Sibindi, Amanda Cromhout, Antoine Bagula

“…Contribution: There is a need to have access to high-quality big data, inclusive policies that promote access to the benefits of using machine learning in healthcare, and AI literacy in the health sector to understand and address ethical implications.…”
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The role of hope, academic thriving, and adaptive coping in fostering peace of mind among university students: a mixed-methods study by Jing Shan, Jing Shan, Teng Xu

“…Structural equation modeling (SEM) was used to analyze the quantitative data. Qualitative data were gathered through semi-structured interviews and reflective journals to provide additional context.ResultsThe quantitative analysis revealed that hope and academic thriving are both directly and indirectly associated with peace of mind, with adaptive coping playing a significant mediating role. …”
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Smart Agriculture: Predicting Diseases in olive using Deep Learning Algorithms by Rahman F., Raghatate Kapesh Subhash

“…We trained these models to spot early signs of disease from the visual symptoms and predict potential outbreaks from the given data. Using image data together with temperature, humidity, soil conditions, etc. our method offers a holistic view on disease dynamics in olive cultivation. …”
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Interpreting Sundanese ritual practices at the mikul lodong ceremony in Cipatat, West Bandung, Indonesia by Ani Rostiyati, Kunto Sofianto, Adeng, Heru Erwantoro, Ria Andayani, Hernandi Tismara

“…The study relied on observations and direct implications of the authors in the ritual from conception of the study to its implementation for data accuracy. …”
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IELTS and TOEFL Applicants’ Self-assessment and Actual Test Performance: A Mixed-Methods Study of Relationship and Variation by Reza Rezvani, Farshad Khadivikia

“…Quantitative data were analysed using correlation and regression analyses, while qualitative data were examined through thematic content analysis. …”
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EXPLORING DOCTORAL SUPERVISION IN LAW EDUCATION: PERSPECTIVES IN TEACHING AND PEDAGOGY by Tasnim Ahmed

“…The first set of data was obtained through a focus group comprising five supervisors from the Business and Law Faculty. …”
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The Effect of Good Corporate Governance and Corporate Social Responsibility on Financial Performance by Ali Imron, Isnan Murdiansyah

“…These methods are crucial for confirming that the observed effects are statistically significant and not due to underlying data issues. By combining these rigorous techniques, the study provides valuable insights into how GCG and CSR practices can influence the financial outcomes of banks, with implications for both investors and policymakers who are looking to promote sustainable and ethical business practices in the banking sector.…”
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Deep(er) reconstruction of imaging Cherenkov detectors with swin transformers and normalizing flow models by C Fanelli, J Giroux, J Stevens

“…These methods enable direct learning from real data and the reconstruction of complex topologies. …”
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Online Islamic knowledge sources and their authority in Islamic learning: a case study of Indonesian Muslim universities by Askar Askar, Nurdin Nurdin, Adawiyah Pettalongi, Sagaf S. Pettalongi, Jumri H. I. Thahang Basire

“…This study used a qualitative method in which the data was gathered through field observation, in-depth interviews, and written document analysis. …”
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Role of Magnetic Resonance Imaging in evaluating T2-weighted hyperintensities in spinal cord in a tertiary care hospital in central India [version 3; peer review: 2 approved] by Rishabh Dhabalia, Shivali Kashikar

“…Pathological data, when available, will be correlated with imaging findings. …”
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Assessment of livelihood vulnerability to climate change among tribal communities in Chhindwara and Dhar district, Central India by Amit Kumar, T. Mohanasundari

“…The climatic data was collected from the India Meteorological department from 1954 to 2023. …”
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Advancing athlete safety through real-time ECG monitoring for enhanced cardiovascular health in sports performance by Zhanar Azhibekova, Aigerim Altayeva, Ainur Amirtayeva, Zeinel Momynkulov, Daniyar Sultan, Alisher

“…The discussion extends to the implications of integrating such technology within sports medicine, suggesting that while the systems offer substantial benefits in monitoring and preventing cardiac issues, they also necessitate rigorous standards for data security and ethical oversight. …”
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Implementasi Nilai-Nilai Pendidikan Multikultural di Perguruan Tinggi (Studi Kasus di Prodi PGSD Universitas PGRI Palembang Sumatera Selatan) by Miftahul Husni

“…This type of research is a qualitative descriptive research, using observational data collection, interviews and documentation. The data analysis technique is triangulation (data reduction, data display, and drawing conclusions). …”
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Realities of using self-administered smartphone surveys to solve sustainability challenges by Amy R. Lewis, Simon Willcock, Ana Casas, Beata Kupiec-Teahan, José Mendoza Sanchez, Fiona Anciano, Dani J. Barrington, Mmeli Dube, Paul Hutchings, Caroline Karani, Arturo Llaxacondor, Hellen López, Anna L. Mdee, Keosothea Nou, Alesia D. Ofori, Joy N. Riungu, Kory C. Russel, Md Ehsanul Haque Tamal, Alison H. Parker, Andrew R. Bell

“…By sharing the practical implications and constraints associated with smartphone surveys, this article contributes to the evolving landscape of data collection methods.…”
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A Rapid Identification Method for Cottonseed Varieties Based on Near-Infrared Spectral and Generative Adversarial Networks by Qingxu Li, Hao Li, Renhao Liu, Xiaofeng Dong, Hongzhou Zhang, Wanhuai Zhou

“…In this study, we collected near-infrared (NIR) spectral data from six cottonseed varieties and constructed a GAN for cottonseed NIR data (GAN-CNIRD) model to generate additional cottonseed NIR data. …”
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