Experience Sampling to Assess Burnout in Emergency Medicine: An Acceptability and Feasibility Pilot by Joshua J. Baugh, Justin Margolin, Ali S. Raja, Benjamin A. White

“…In this study we examined the acceptability and feasibility of using a method called “experience sampling” to explore factors important to clinician experience in emergency departments (ED). …”
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MCGS-ReID: A Visible-Infrared Vehicle Reidentification Method Using Modal-Cross Graph Sampler by Jianfei Liu, Chunhui Zhao, Chen Zhao, Nan Su, Wanxuan Lu, Yiming Yan, Shou Feng, Yunfei Qu

“…To alleviate these differences, this article proposes a cross-modal vehicle reidentification network based on modal-cross graph sampling (MCGS) method: first, a MCGS method is proposed, which can help the subsequent network learn more cross-modal information and reduce the modality differences. …”
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Application of Quantitative Methods to Identify Analogous Cities: A Search for Relevant Experiences in the Development of Smart Cities for Implementation in Kazakhstan by Marat Urdabayev, Ivan Digel, Anel Kireyeva

“…This study aims to identify smart cities that are most similar to Almaty and Astana in terms of key indicators by applying quantitative methods. Using a sample of smart cities, this paper successively employs three methods—principal component analysis, hierarchical cluster analysis, and t-distributed stochastic neighbor embedding. …”
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Statistical processing of pharmacological experiments results measured in ordinal and quantitative scales, if it is impossible to analyze using parametric methods by I. B. Tsorin

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From experience to engagement: a mixed methods exploration of learning environments using artificial intelligence and extended reality by Mohammad Hmoud, Wajeeh Daher, Abedalkarim Ayyoub

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Mapping patterns of thought onto brain activity during movie-watching by Raven Star Wallace, Bronte Mckeown, Ian Goodall-Halliwell, Louis Chitiz, Philippe Forest, Theodoros Karapanagiotidis, Bridget Mulholland, Adam Turnbull, Tamara Vanderwal, Samyogita Hardikar, Tirso RJ Gonzalez Alam, Boris C Bernhardt, Hao-Ting Wang, Will Strawson, Michael Milham, Ting Xu, Daniel S Margulies, Giulia L Poerio, Elizabeth Jefferies, Jeremy I Skipper, Jeffrey D Wammes, Robert Leech, Jonathan Smallwood

“…However, we currently lack an understanding of how patterns of ongoing thoughts map onto the different brain systems when we watch a film, partly because methods of sampling experience disrupt the dynamics of brain activity and the experience of movie-watching. …”
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Accurate low-dose exposure assessment of benzene and monoaromatic compounds by diffusive sampling: Sampling and analytical method validation according to ISO 23320 for radiello® sa... by Laura Zaratin, Caterina Boaretto, Riccardo Carnevale Schianca, George Hinkal, Elena Grignani, Danilo Cottica

“…This configuration is packed with graphitised charcoal suitable for thermal desorption and analysis by HRGC-FID or HRGC-MS.The experiments have been conducted following the ISO 23320 standard in the range from 0.005 to 0.1 ppm (16 to 320 µg/m3), yielding a full validation of the sampling and analytical method. …”
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Evaluation of a Candida Antigen Detection Method (Cand-Tec): Experience from a University Teaching Hospital by Todd J Anderson, Heather E Bryant, Deirdre L Church

“…The usefulness of a rapid latex agglutination method for the detection of Candida antigen (Cand-Tec; Ramco Laboratories. …”
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Optimized customer churn prediction using tabular generative adversarial network (GAN)-based hybrid sampling method and cost-sensitive learning by I Nyoman Mahayasa Adiputra, Paweena Wanchai, Pei-Chun Lin

“…Results This study conducted an experiment with six comparative sampling methods, six datasets, and three machine learning algorithms. …”
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Artificial neural networks-based multi-objective optimization of immersion cooling battery thermal management system using Hammersley sampling method by Muhammed Donmez, Mehmet Ihsan Karamangil

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An Anti-Interrupted-Sampling Repeater Jamming Method Based on Simulated Annealing–2-Optimization Parallel Optimization of Waveforms and Fractional Domain Extraction by Ziming Yin, Pengcheng Guo, Yunyu Wei, Sizhe Gao, Jingjing Wang, Anxiang Xue, Kuo Wang

“…Faced with increasingly complex electronic jamming environments, intra-pulse agility has become a primary method of anti-interrupted-sampling repeater jamming (ISRJ) for radar systems. …”
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Influence of Source Term Algorithm on Irradiation Induced Microstructure Evolution Based on Cascade Collision Defect Database by Cluster Dynamics Method by WANG Dongjie#, PAN Caifu#, WU Shi, HE Xinfu, DOU Yankun, YANG Wen

“…Based on the probability of discrete values of cascade energy, the defect cluster size distribution in the cascade collision defect database was weighted, grouped, fitted, and a relatively smooth continuous size distribution curve was obtained as the source term of the CD method. In order to test the rationality of the source term algorithms, the CD method was used to simulate the low-dose neutron irradiation of pure tungsten experiment in the HFIR reactor, and compared the defect cluster information. …”

A Method for Auto Generating a Remote Sensing Building Detection Sample Dataset Based on OpenStreetMap and Bing Maps by Jiawei Gu, Chen Ji, Houlin Chen, Xiangtian Zheng, Liangbao Jiao, Liang Cheng

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Performance Optimization Method of Steam Generator Liquid Level Control Based on Hybrid Iterative Model Reconstruction by Xiaoyu Li, Xiangsong Kong, Changqing Shi, Jinguang Shi, Zean Yang

“…The method first constructs the initial dataset with a small-sample Latin-square experiment design and then builds two different fitting models, SVM and Kriging, based on the initial dataset respectively, under the hybrid model fusion idea. …”
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Digital photometric analysis as a non-invasive method to determine gingival phenotype: A comparative study by Seham Altaweel, Maha Sehli, Mirna Khogeer, Rahmah Ayyash, Saleh Al Zahrani, Thamer Al-Ghalib, Mohamed Abdelrasoul

“…Periodontal phenotype can be assessed via invasive or non-invasive methods. This study aimed to establish the reliability of non-invasive methods in determining gingival phenotypes in comparison with validated methods. …”
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Mobile malware detection method using improved GhostNetV2 with image enhancement technique by Yao Du, CaiXia Gao, Xi Chen, MengTian Cui, LiLi Xu, AoJi Ning

“…Finally, extensive experiments are conducted to evaluate the proposed method. …”
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Estimating the Population Size of People Who Inject Drugs in 3 Cities in Zambia: Capture-Recapture, Successive Sampling, and Bayesian Consensus Estimation Methods by Lauren Parmley, Giles Reid, Joyce J Neal, Brave Hanunka, Leigh Tally, Lophina Chilukutu, Tepa Nkumbula, Chipili Mulemfwe, Lazarous Chelu, Ray Handema, John Mwale, Kennedy Mutale, Lloyd Mulenga, Anne F McIntyre, Neena M Philip, Hannah Chung, Maria Lahuerta

“…MethodsWe applied 2-source capture-recapture (2S-CRC), 3-source capture-recapture (3S-CRC), and successive sampling population size estimation (SS-PSE) methods in Lusaka, Livingstone, and Ndola, Zambia. 3S-CRC methods included location-based 2S-CRC in combination with a respondent-driven sampling (RDS) survey. …”
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Characteristics, experiences and actions taken by women to address delayed conception: A mixed-methods cross-sectional study protocol. by Priyanka Adhikary, Nivedita Roy, Gitau Mburu, Rita Kabra, Ndema Abu Habib, James Kiarie, Neeta Dhabhai, Ranadip Chowdhury, Sarmila Mazumder

“…<h4>Methods</h4>Mixed-methods cross-sectional design is used to obtain deep insights into the experiences of delayed conception, coping mechanisms, medical assistance and other help sought. …”
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Exploring experiences of healthcare and clinical challenges for Deaf people: for better healthcare equity! A mixed-methods study protocol by Min Wang, Liping Wang, Jiaqi Sun, Chengang Hong, Zhongling Zhou, Feier Zhou, Jinhui Chu, Weichao Liu, Jinghan Yang, Qianyu Zhang

“…This protocol will outline a mixed-methods study aimed at gaining comprehensive insights into the healthcare experiences and challenges faced by the Deaf population in China.Methods and analysis This study will adopt a mixed research design strategy in relation to the cultural context of the Deaf population. …”
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Trajectory Based Prioritized Double Experience Buffer for Sample-Efficient Policy Optimization by Shengxiang Li, Ou Li, Guangyi Liu, Siyuan Ding, Yijie Bai

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