À la recherche de l’habitant dans les dispositifs participatifs de projets urbains durables en région parisienne : les éclairages de l’observation participante by Hélène Chelzen, Anne Jégou

“…While sustainable urban projects are spreading, they are expected to integrate the inhabitants’ participation as a goal. …”
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La part manquante du paysage by Valentine Losseau

“…Landscaping is therfore more focused on the enhancement of an illusory wild forest than on the environmental integrity of a threatened ecosystem ; and show up central concepts of scientific ecology. …”
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Construction and initial validation of the International Trauma Questionnaire – Caregiver Version (ITQ-CG): assessing ICD-11 PTSD and CPTSD in children from caregiver perspective by Alexander Haselgruber, Dina Weindl-Wagner, Andrea Zagaria, Karin Zajec, Judith Noske, Brigitte Lueger-Schuster

“…Excluding patients due to missing data or no trauma exposure, a final sample of 223 patients was analysed. …”
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Capabilities of ChatGPT-3.5 as a Urological Triage System by Christopher Hirtsiefer, Tim Nestler, Johanna Eckrich, Henrieke Beverungen, Carolin Siech, Cem Aksoy, Marianne Leitsmann, Martin Baunacke, Annemarie Uhlig

“…The quality of the information was good overall, but missing and unclear sources for the information can be a problem.…”
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The Impact of Chinese Foreign Direct Investment on US Industry by Baghirzade Manaf, Deniss Djakons, Daria Bilokon

“…To ensure data comparability, missing values were imputed using ETS forecasting, and all variables were standardized through z-score normalization. …”
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Le BIT, la mesure du “travail des enfants” et la question de la scolarisation by Bernard Schlemmer

“…By giving a priority to the protection of children instead of defending status of children as workers, the ILO is missing its mission. This position has gathered a large consensus from which the working children themselves are exchaded.…”
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Application of random forest in big data completion by Zheng WANG, Hua REN, Yanping FANG

“…Telecom operators have a lot of data, but in view of a variety of reasons, the quality of the data is not ideal, there are a lot of data is not complete or even missing. For existing data mining, it is necessary to carry out the data to meet the quality of the data and to achieve sufficient sampling proportion. …”
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A Predictive Method for Unplanned Postoperative Readmission Risk Based on Heterogeneous Data by Kai YU, Xiaofeng DONG, Zhenming YUAN, Zhaojian CUI, Weibin LUO

“…For instance, many studies have focused on a single structured data set or have used basic concatenation techniques to integrate heterogeneous data resources. These approaches do not fully utilize the extensive data available in electronic medical records and are often ineffective at integrating heterogeneous data resources. …”
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Enhancing early gestational diabetes mellitus prediction with imputation-based machine learning framework: A comparative study on real-world clinical records by Leyao Ma, Lin Yang, Yaxin Wang, Jie Hao, Yini Li, Liangkun Ma, Ziyang Wang, Ye Li, Suhan Zhang, Mingyue Hu, Jiao Li, Yin Sun

“…This study aims to address the problem of missing EHR data in GDM prediction before 12 weeks gestation. …”
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DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network by Ahmed M. Elshewey, Safia Abbas, Ahmed M. Osman, Eman Abdullah Aldakheel, Yasser Fouad

“…A robust preprocessing pipeline followed, including missing value verification (no missing values were found), feature normalization using StandardScaler to standardize numerical values, reshaping the data into 3D format to fit temporal models like CNN and GRU, and stratified train-test split (80% training, 20% testing) to maintain class distribution. …”
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Adults’ dental caries burden through the DMFT index: Tanzanian national pathfinder survey by Kasusu Nyamuryekung’e, Hawa Mbawalla, Matilda Mlangwa, Joyce Masalu

“…Abstract Background Dental caries remains the most prevalent chronic disease globally. The DMFT (Decayed, Missing, and Filled Teeth) index is a key metric in oral epidemiology to quantify the prevalence and severity of dental caries. …”
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AI-Powered Real-time Accessibility Enhancement: A Solution for Web Content Accessibility Issues by Samir Dash

“…This paper addresses the primary accessibility issues, such as missing Accessible Rich Internet Applications (ARIA) landmarks, ill-formed headings, low contrast text, and inadequate form labeling. …”
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Diagnostic Errors in Interactive Telepathology by G. Stauch, K. W. Schweppe, K. Kayser

“…Telepathology (TP) as a service in pathology at a distance is now widely used. It is integrated in the daily workflow of numerous pathologists. …”
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Identifying Deprescribing Opportunities With Large Language Models in Older Adults: Retrospective Cohort Study by Vimig Socrates, Donald S Wright, Thomas Huang, Soraya Fereydooni, Christine Dien, Ling Chi, Jesse Albano, Brian Patterson, Naga Sasidhar Kanaparthy, Catherine X Wright, Andrew Loza, David Chartash, Mark Iscoe, Richard Andrew Taylor

“…The findings underscore the need for clearer deprescribing guidelines, improved LLM calibration for real-world use, and better integration of human–artificial intelligence workflows to balance artificial intelligence recommendations with clinician judgment.…”
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Non-adherence to antenatal iron supplementation and its determinants among pregnant women in 35 sub-saharan African countries: a generalized linear mixed-effects modeling with robu... by Kusse Urmale Mare, Setognal Birara Aychiluhm, Getahun Fentaw Mulaw, Kebede Gemeda Sabo, Oumer Abdulkadir Ebrahim, Tsion Mulat Tebeje, Beminate Lemma Seifu

“…Abstract Background Despite the integration of iron supplementation into routine antenatal care programs as a nutritional intervention to prevent anemia in pregnant women, the use of this supplement for the recommended duration remains low in sub-Saharan Africa (SSA). …”
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Patient and public involvement in international research: Perspectives of a team of researchers from six countries on collaborating with people with lived experiences of dementia a... by Shirin Vellani, Marie‐Lee Yous, Vanessa Maradiaga Rivas, Stephanie Lucchese, Julia Kruizinga, Tamara Sussman, Julia Abelson, Noori Akhtar‐Danesh, Gina Bravo, Kevin Brazil, Rebecca Ganann, Sharon Kaasalainen

“…However, these efforts are missing in international projects aimed at those living with advanced dementia in long‐term care (LTC) homes. …”
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Cervical cancer screening uptake and its associated factor in Sub-Sharan Africa: a machine learning approach by Fetlework Gubena Arage, Zinabu Bekele Tadese, Eliyas Addisu Taye, Tigist Kifle Tsegaw, Tsegasilassie Gebremariam Abate, Eyob Akalewold Alemu

“…These results will be validated in different populations in order to find the clinical integration via decision support systems.…”
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Evaluation of the MyFertiCoach Lifestyle App for Subfertile Couples: Single-Center Evaluation of Augmented Standard Care by Jesper Smeenk, Ellen Smit, Marc Jacobs, Ilse van Rooij

“…For missing data patterns deemed missing not at random, joint modeling was applied. …”
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Cross-sensor data reconstruction for optical remote sensing gap-filling with attention-enhanced multi-scale fusion network by Xi Wang, Songchao Chen, Chang Zhou, Si-Bo Duan, Zhou Shi

“…The integrated enhanced attention mechanism significantly improves the accuracy of image reconstruction and visual quality, particularly in restoring fine details. …”
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Enhancing HRQoL assessment for economic evaluation in dementia populations by Hannah Hussain, Anju Keetharuth, Allan Wailoo, Donna Rowen

“…Novel guidelines on integrating EQ‐5D data reported by PwD and proxies are proposed. …”
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