Machine Learning-Based Analysis of Travel Mode Preferences: Neural and Boosting Model Comparison Using Stated Preference Data from Thailand’s Emerging High-Speed Rail Network by Chinnakrit Banyong, Natthaporn Hantanong, Supanida Nanthawong, Chamroeun Se, Panuwat Wisutwattanasak, Thanapong Champahom, Vatanavongs Ratanavaraha, Sajjakaj Jomnonkwao

“…The analysis leverages stated preference (SP) data and employs Bayesian optimization in conjunction with a stratified 10-fold cross-validation scheme to ensure model robustness. …”
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Empowering sustainable development: revolutionizing agricultural green total factor productivity through rural digitalization by Fanjun Zeng, Fanjun Zeng, Yingying Zhou, Yingying Zhou, Bin Wei, Bin Wei

“…This transformation has become a core driving force behind sustainable agricultural development. This paper utilizes panel data from 30 provincial-level administrative regions of mainland China (excluding Tibet) for the period 2011 to 2020 to explore how digital rural development (DRD) impacts agricultural green total factor productivity (AGTFP) and examines its underlying mechanisms.MethodsRegarding variable measurement, the study employs the entropy weighting method to quantify the DRD and uses an extended Data Envelopment Analysis-Malmquist model to assess AGTFP. …”
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Time-series urban green space mapping and analysis through automatic sample generation and seasonal consistency modification on Sentinel-2 data: A case study of Shanghai, China by Zhuoqun Chai, Keyao Wen, Hao Fu, Mengxi Liu, Qian Shi

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Estimating Vertical Movement and Slip Distribution During the 2018 Boso, Japan, Slow Slip Event From Ocean Bottom Pressure Gauge Data and an Oceanic Model by Toshinori Sato, Saki Shibata, Koichi Murata, Norihisa Usui, Hajime Shiobara, Tomoaki Yamada, Masanao Shinohara

“…Abstract Many slow slip events (SSEs) occur beneath the ocean, and continuous ocean‐bottom pressure gauge (OBP) observations provide useful data. OBPs record both oceanic variations and crustal movements, so we developed a multi‐channel singular spectrum analysis method to remove oceanic variations and applied our method to OBPs and oceanic model data. …”
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A bibliometric analysis of sustainable development research in higher education institutions (HEIs): key trends, global collaborations and influential contributions (2015–2023) by Mohamed Ali Osman, Abdirahman Ahmed Sheikh Farah, Abdirahman Ibrahim Abdi

“…This study presents a bibliometric analysis of sustainable development (SD) research in higher education institutions (HEIs) from 2015 to 2023, analyzing 1,122 articles using VOS viewer. …”
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Sustainable Urban Mobility: A Comparative Analysis of China-Nigeria Green Transportation Policies and Their Impact on Smart City Development and Carbon Reduction Initiatives by Caroline Esangbedo, Olawunmi Dorcas Olurin

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Analysis of regional differences, spatial-temporal characteristics, and influencing factors of the coupling and coordination development of science and technology innovation betwee... by Xiao Liu, Qingjin Wang, Hao Gao, Qian Cui, Qian Cui

“…IntroductionThe coupling and coordination development level (CCDL) of science and technology innovation (STI) between universities and enterprises is a key determinant of the effectiveness of the national STI system.MethodsThis study utilized data from universities and industrial enterprises spanning from 2012 to 2021 to establish an indicator system for measuring university STI ability and enterprise STI ability. …”
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Needs analysis fo the development of web-based teaching materials in scientific writing skills instruction for eleventh-grade vocational high school students by Evi Susanti, Ade Hikmat, Wini Tarmini

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Quantile Analysis of Economic Growth, Foreign Direct Investment, and Renewable Energy on CO₂ Emissions in Brazil: Insights for Sustainable Development by Fatema Fauze Moh Ben Abd Alah, Opeoluwa Seun Ojekemi

“…These insights support Brazil’s climate targets and guide a balanced path toward inclusive and sustainable development.…”
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Eating disorders in weight-related therapy (EDIT): Protocol for a systematic review with individual participant data meta-analysis of eating disorder risk in behavioural weight man... by Hiba Jebeile, Natalie B Lister, Sol Libesman, Kylie E Hunter, Caitlin M McMaster, Brittany J Johnson, Louise A Baur, Susan J Paxton, Sarah P Garnett, Amy L Ahern, Denise E Wilfley, Sarah Maguire, Amanda Sainsbury, Katharine Steinbeck, Lisa Askie, Caroline Braet, Andrew J Hill, Dasha Nicholls, Rebecca A Jones, Genevieve Dammery, Alicia M Grunseit, Kelly Cooper, Theodore K Kyle, Faith A Heeren, Fiona Quigley, Rachel D Barnes, Melanie K Bean, Kristine Beaulieu, Maxine Bonham, Kerri N Boutelle, Braulio Henrique Magnani Branco, Simona Calugi, Michelle I Cardel, Kelly Carpenter, Hoi Lun Cheng, Riccardo Dalle Grave, Yngvild S Danielsen, Marcelo Demarzo, Aimee Dordevic, Dawn M Eichen, Andrea B Goldschmidt, Anja Hilbert, Katrijn Houben, Mara Lofrano do Prado, Corby K Martin, Anne McTiernan, Janell L Mensinger, Carly Pacanowski, Wagner Luiz do Prado, Sofia M Ramalho, Hollie A Raynor, Elizabeth Rieger, Eric Robinson, Vera Salvo, Nancy E Sherwood, Sharon A Simpson, Hanna F Skjakodegard, Evelyn Smith, Stephanie Partridge, Marian Tanofsky-Kraff, Rachael W Taylor, Annelies Van Eyck, Krista A Varady, Alaina P Vidmar, Victoria Whitelock, Jack Yanovski, Anna L Seidler, Eating Disorders In weight-related Therapy (EDIT) Collaboration

“…We present a protocol for a systematic review and individual participant data (IPD) meta-analysis which aims to identify participants at risk of developing eating disorders, or related symptoms, during or after weight management interventions conducted in adolescents or adults with overweight or obesity. …”
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A Study on the Differences in Parental Educational Expectations and Adolescents’ Academic and Psychological Development: A Comparative Analysis of Only Children and Non-Only Childr... by Guilin Xu, Yan Liu, Zhuo Tu, Xuewen Yang

“…Based on data from the China Family Panel Studies (CFPS), this study employs structural equation modeling and multi-group path analysis to explore the mechanisms and differences in how parental educational expectations, mediated by parent–child relationships and self-educational expectations, affect the academic performance and mental health of only children and non-only children. …”
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Analysis of the need for a mobile application to support family caregivers of patients with incurable cancer – The development of the “Angehörigen-App”: a qualitative study in Swit... by Beat Huber, Natalie Röderer, Monica Fliedner, Alexander Wünsch

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Evaluation and identification of high yielding and stable cowpea genotypes using GGE biplot and joint regression analysis for varietal development in East and Southern Africa by Michael M. Chipeta, Esnart Nyirenda Yohane, John Kafwambira, Mussa Tamba, Henriques Colial

“…Thirty genotypes were evaluated in ten environments using an incomplete block design with three replications. Grain yield data was analyzed using genotype (G) × genotype-environment interaction (GGE) biplot and joint regression analysis. …”
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Development of Single Nucleotide Polymorphism and Phylogenetic Analysis of <i>Rhododendron</i> Species in Zhejiang Province, China, Using ddRAD-Seq Technology by Hong Zhu, Dongbin Li, Chunlei Yue, Hepeng Li

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Role of human infection challenge studies (HICs) in drug development for respiratory syncytial virus (RSV): systematic review and meta-analysisResearch in context by Prosenjit Kundu, Mark Quinn, Elaine Thomas, Jared C. Christensen, Sima S. Toussi, Negar Niki Alami, Anindita Banerjee

“…Our findings inform researchers on disease course and VL kinetics, critical data needed for designing RSV treatment studies and understanding implications in clinical practice. …”
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How well are marginalised groups represented in electronic records? A codelist development project and cross-sectional analysis of UK electronic health records by Georgios Lyratzopoulos, Luke Mounce, Brian D Nicholson, Agnieszka Lemanska, Katriina L Whitaker, Isabella Joy de Vere Hunt, Robert S Kerrison, Tetyana Perchyk, Kate Sykes

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Green Infrastructure: Opinion Mining and Construction Material Reuse Optimization Portal by Arturas Kaklauskas, Elisabete Teixeira, Yiannis Xenidis, Anastasia Tzioutziou, Lorcan Connolly, Sarunas Skuodis, Kestutis Dauksys, Natalija Lepkova, Laura Tupenaite, Loreta Kaklauskiene, Simona Kildiene, Jurgita Zidoniene, Virginijus Milevicius, Saulius Naimavicius

“…More detailed, real-time, and cost-effective data, however, are still in short supply. To address this gap, one of the main objectives of the present study is to propose the GREEN method for opinion analysis to support the development of green infrastructure. …”
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Prediction of population aging trend and analysis of influencing factors based on grey fractional-order and grey relational models: a case study of Jiangsu Province, China by Xiaojun Guo, Ying Wu, Yueyue Wang, Houxue Shen, Yingjie Yang, Yun Fan

“…Additionally, grey relational analysis (GRA) based on panel data was conducted to thoroughly examine the relevant influencing factors of population aging in Jiangsu Province. …”
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Hybrid project management methodologies as a sign for organizational ambidexterity by S. A. Titov, N. V. Titova

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Evaluating the digital transformation in health sciences education: a thematic analysis of higher education teachers’ perspectives by Mirko Prosen, Sabina Ličen

“…Data were analysed using thematic analysis. Three main themes were identified: (1) Digital transformation in education, (2) Educational efficacy and evolution, and (3) Overcoming barriers and embracing opportunities. …”
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