Accessibility for people with motor disabilities at CEOs in Brazil: an ecological study by Djalma Antonio de LIMA JÚNIOR, Magda Lyce Rodrigues CAMPOS, Elisa Miranda COSTA, Rejane Christine de Sousa QUEIROZ, Ana Margarida Melo NUNES, Nilcema FIGUEIREDO, Paulo Sávio Angeira de GOES, Erika Barbara Abreu Fonseca THOMAZ

“…The structural items analyzed included corridors and doors adapted for wheelchairs, functional wheelchairs, access ramps with handrails, and bathrooms adapted for PwMD. …”
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Measuring gender-based violence risk mitigation in humanitarian settings: results from a comprehensive desk review and systematic mapping by Vandana Sharma, Emily Ausubel, Christine Heckman, Meredith Blake, Jocelyn TD Kelly, Emma Kenny, Sonia Rastogi

“…Objectives To systematically document measurement approaches used in the monitoring and evaluation of gender-based violence (GBV) risk mitigation activities, categorise the types of available literature produced by sector, identify existing tools and measures and identify knowledge gaps within the humanitarian sector.Design Systematic mapping and in-depth review.Data sources: Pubmed, Global Health, PsychInfo, ReliefWeb, OpenGrey (grey literature), Google Scholar, Web of Science (Social Science Index)Eligibility criteria: a structured search strategy was systematically applied to 17 databases as well as registers, websites and other resources to identify materials published between 1 January 2005 and 15 May 2019.Data extraction and synthesis: Those resources that met the inclusion criteria underwent a comprehensive full-text review. …”
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Beta diversity of aquatic insects (Ephemeroptera, Plecoptera and Trichoptera) across stream microhabitats by Jhenifer Simões dos Santos, Rogério Campos de Oliveira, Tácio Duarte, Cleto Kaveski Peres

“…Conclusions The partitioning of beta diversity into its components helped understand ecological patterns at local scales, highlighting the importance of microhabitat diversity in stream systems for maintaining the structure and composition of aquatic fauna.…”
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ADDAEIL: Anomaly Detection with Drift-Aware Ensemble-Based Incremental Learning by Danlei Li, Nirmal-Kumar C. Nair, Kevin I-Kai Wang

“…ADDAEIL integrates a hybrid drift detection mechanism that combines statistical distribution tests with structural-based performance evaluation of base detectors in Isolation Forest. …”
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Anatomical considerations for thread-based brow lifting and wrinkle treatment by Gi-Woong Hong, Jovian Wan, Song-Eun Yoon, Sky Wong, Kyu-Ho Yi

“…Additionally, the review emphasizes the significance of preoperative assessment, especially the evaluation of tissue mobility and adhesion patterns, in predicting procedural success. …”
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Research on load labeling method for big data in novel power system by ZHANG Ximing, XU Huan, YANG Qiuyong

“…Unique evaluation indicators are also identified to measure the performance of the composite dataset. …”
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Pathways to optimising antibiotic use in rural China: identifying key determinants in community and clinical settings, a mixed methods study protocol by Helen Lambert, Rui Feng, Jing Chai, Caroline Coope, Jing Cheng, Isabel Oliver, DeBin Wang, Alasdair MacGowan, Matthew Hickman, Christie Cabral, Linhai Zhao, Rachel Marie Kwiatkowska, Meixuan Chen, Karen Bowker, Jilu Shen, XingRong Shen, Paul Kadetz

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Research on deep learning model for stock prediction by integrating frequency domain and time series features by Wenjie Sun, Jianhua Mei, Shengrui Liu, Chunhong Yuan, Jiaxuan Zhao

“…Most existing models can only process single temporal features, failing to capture multi-scale temporal patterns and latent cyclical components embedded in price fluctuations, while also neglecting the interactions between different stocks–resulting in predictions that lack accuracy and stability. …”
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Mapping the Process of Engagement With Digital Health Interventions: A Cross-Case Synthesis by Madison Milne-Ives, PhD, Sophie R. Homer, PhD, Jackie Andrade, PhD, Edward Meinert, PhD

“…Results: The case studies highlighted close associations between affective, cognitive, and behavioral components throughout the engagement process. Similar patterns of engagement were generated from the case studies, but these patterns differed from the literature-based hypothesized model in the order of influence of cognitive and affective engagement. …”
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ANALYSIS OF RON 92 OIL BASED ON MORPHOLOGY AND HISTOGRAM TECHNIQUES by Indah Purnama Sari, Zainal Azis, Ahmad Riady Hasibuan

“…This technique can help identify important structures and patterns in Ron 92 oil images, such as quality and cleanliness. …”
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Legal Support of Artificial Intelligence in Countering Anti-Money Laundering and Terrorism Financing Regimes in the BRICS Plus Countries by M. Aksenova

“…It examines how artificial intelligence can enhance the performance of anti-money laundering and counter-terrorism financing frameworks by enabling the evaluation of massive datasets, the identification of anomalous transaction patterns, and the automation of compliance procedures. …”
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Priority topics for research on dietary nutrition and mental health during perinatal period in China by XIAO Wenhan, JIANG Denan, WU Jing, JIANG Shen, WU Bing, GONG Yanhong, LI Xue, YUAN Changzheng, SONG Peige, WANG Zhixu

“…Objective To identify research priorities in the realm of dietary nutrition and perinatal mental health in China.Methods The Child Health and Nutrition Research Initiative method, which integrates qualitative decision-making and quantitative assessment, was used to bring together and prioritize priority research topics through a structured process of establishing research themes, topic creation and evaluation, evaluating and weighting criteria, and prioritizing research topics.Results The top three research questions identified were "exploring the causal relationship between food and perinatal mental health in high-quality cohort studies" "developing mental health intervention measures for women with perinatal metabolic diseases", and "studying the effects of comprehensive health care service interventions, including nutritional care, on perinatal mental health". …”
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Didactic frameworks for effective personnel training in modern agribusiness management by Kalmuratov Bakhtiyar, Adilchaev Rustem, Tleuov Nietulla

“…It explains how learning environments and organizational structures, rules, technological tools, and pedagogical approaches interconnect to influence training outcomes using the experiential learning paradigm and method of mixed-method analysis, the competency-based training concept, and a regression-supported evaluation method. …”
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Fire Hazard Risk Grading of Timber Architectural Complexes Based on Fire Spreading Characteristics by Chong Wang, Zhigang Song, Jian Zhang, Lijiao Liu, Feiyang Zheng, Siqi Cao

“…Results demonstrate that the approach efficiently computes fire spread characteristics across different scenarios and quantitatively evaluates risk levels, enabling targeted fire safety interventions based on village-specific spread patterns. …”
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Pore-Throat Differences Across Flow Units in Low-Permeability Sandstone Reservoirs: Impact on Movable Fluid Saturation in the Triassic Chang 6 Reservoir, Jiyuan Oilfield, Ordos Bas... by Pan Li, Jian Yan, Rui Hu, Ming Han, Jiangang Bai

“…Our results indicate that different flow units adhere to unique dynamic fluid occurrence patterns. To evaluate the flow units of the Chang 6 member reservoir in the Jiyuan Oilfield, we considered five parameters: sand thickness, porosity, permeability, oil saturation, and flow zone index. …”
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A Hybrid Method Combining Variational Mode Decomposition and Deep Neural Networks for Predicting PM2.5 Concentration in China by Senlin Li, Bo Tang, Xiaowu Deng

“…The results confirm that the proposed hybrid structure outperforms single deep neural prediction structures in terms of performance metrics. …”
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A dataset of laymen olfactory perception for 74 mono-molecular odors by Antonie Louise Bierling, Alexander Croy, Tim Jesgarzewsky, Maria Rommel, Gianaurelio Cuniberti, Thomas Hummel, Ilona Croy

“…Abstract The molecular structure of an odor determines whether and how it is perceived by humans. …”
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Using Graph-Based Maximum Independent Sets with Large Language Models for Extractive Text Summarization by Cengiz Hark

“…While they are effective in capturing semantic patterns from large corpora, they typically lack mechanisms for encoding structural relationships between sentences or paragraphs. …”
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Study of an adaptive bump control mechanism for shock wave/boundary layer interactions in supersonic flows by Shan-Shan Tian, Liang Jin, Wei Huang, Yang Shen, Kai An

“…The adaptive control effects of five different bump speeds are evaluated. Within the range of bump speeds studied, the analysis of the flow field structure reveals the patterns of change in the separation zone area during the control process, as well as the relationship between the bump motion speed and the control effect on the separation zone. …”
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Does systematic analysis of patient complaints and compensation cases at hospitals provide useful information to guide quality improvement? Experience from Denmark by Lars Morsø, Søren Fryd Birkeland, Helle Rexbye, Søren Bie Bie Bogh, Sisse Walløe, Peter Sigerseth Grøn

“…The hospital management evaluated the approach as promising and decided to test the approach in clinical practice.…”
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