Multi-layer retrieval of aerosol optical depth in the troposphere using SEVIRI data: a case study of the European continent by M. Pashayi, M. Satari, M. Momeni Shahraki

“…We employed machine learning models – XGBoost (XGB) and random forest (RF) – trained on SEVIRI data from 2017 to 2018 for the estimations. Validation using CALIOP AOD retrievals in 2019 confirmed the reliability of our findings, emphasizing the importance of wind speed (Ws) and wind direction (Wd) in improving AOD estimation accuracy. …”
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Exploring focal adhesion data: dynamic parameter extraction from FRAP and FLAP experiments using chemical master equation by Luciana Renata de Oliveira, Matheus Gimenez Fernandes, José Salvatore Leister Patane, Jean-Marc Schwartz, José Eduardo Krieger, Christoph Ballestrem, Ayumi Aurea Miyakawa

“…The dynamic behavior of proteins within cellular structures can be studied using fluorescence recovery after photobleaching (FRAP) and fluorescence loss after photobleaching (FLAP) experiments. …”
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The influence of patient-centered communication on psychological distress: the chain mediating role of health-related self-efficacy and healthy lifestyle behaviors and the moderati... by Siying Angus Gong, Song Harris Ao, Yue Selene Chen

“…BackgroundPsychological distress remains a pervasive issue, influenced by complex psychosocial and behavioral mechanisms. Nevertheless, there is a paucity of research exploring how patient-centered communication influences psychological health through intermediary mechanisms, especially the sequential roles played by health-related self-efficacy and healthy lifestyles.MethodThis study was conducted on de-identified public data from the Health Information National Trends Survey 2022 (HINTS 6), with a sample size of 6,252. …”
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Evaluation of porosity, permeability, and reservoir quality of the Asmari Formation using sedimentary facies and diagenesis data in the Ahvaz oil field by Akbar Heidari, Narges Shokri, Milad Faraji

“…It is hoped that the results of this study can be useful in the development program of the studied field. …”
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Optimizing rangeland use: Forage selection and grazing patterns of Nguni and Bonsmara cattle across traditional and commercial systems by Mhlangabezi Slayi, Ishmael Festus Jaja

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Parking, travel behavior, and working from home by Hao Ding, Michael Manville

“… We examine parking policy’s potential to influence people’s travel behavior, including their decision to work from home. …”
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Adherence as a predictor of sexual behaviors in people living with HIV/AIDS during the first year of antiretroviral therapy in rural Cameroon: data from Stratall ANRS 12110/ESTHER... by Gilbert Ndziessi, Sylvie Boyer, Charles Kouanfack, Julien Cohen, Fabienne Marcellin, Jean-Paul Moatti, Eric Delaporte, Bruno Spire, Christian Laurent, Maria Patrizia Carrieri, Stratall ANRS 12110/ESTHER Study Group

“…<h4>Methods</h4>Data collection was nested within a longitudinal trial on HIV treatment. …”
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Revealing the City Influence and Its Pattern Using Web Search Data: A New Perspective Through Attention Flow by Xiaoxiao Wang, Haiping Zhang, Zitong Li, Xin Yang, Ziyi Qian, Duo Bian, Yongxin Zhao

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General feature selection technique supporting sex-debiasing in chronic illness algorithms validated using wearable device data by Jamison H. Burks, Lauryn Keeler Bruce, Patrick Kasl, Severine Soltani, Varun Viswanath, Wendy Hartogensis, Stephan Dilchert, Frederick M. Hecht, Subhasis Dasgupta, Ilkay Altintas, Amarnath Gupta, Ashley E. Mason, Benjamin L. Smarr

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Sociological Analysis of Gender Differences in Suicide Ideation on Instagram: A Social Network Analysis Approach Using Big Data by Somayeh Mirzaee, Akbar Aliverdinia

“…For data cleaning, Excel was employed, while Gephi and R software were used for data analysis to calculate network variables. …”
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Data Attribute Selection with Information Gain to Improve Credit Approval Classification Performance using K-Nearest Neighbor Algorithm by Ivandari Ivandari, Tria Titiani Chasanah, Sattriedi Wahyu Binabar, M. Adib Al Karomi

“…Such condition causes the payment process to be disrupted or also called the term “bad creditâ€. This research uses public data of credit card dataset from UCI repository and private data that is dataset of credit approval from local banking. …”
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Predicting at-risk students in the early stage of a blended learning course via machine learning using limited data by Zahra Azizah, Tomoya Ohyama, Xiumin Zhao, Yuichi Ohkawa, Takashi Mitsuishi

“…By analyzing time-related behaviors, we establish a robust foundation for data-driven decisions to improve future BL implementations as well as support motivation and self-regulated learning practices.…”
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Development of ann-based data-driven ground motion model for Azerbaijan using temporal earthquake records of 2022–2024 by T. Babayev, G. Babayev, S. Irawan, E. Bayramov

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Constipation among workers with depression/anxiety: a retrospective study using a claims database and survey data in Japan by Shin Fukudo, Kazutaka Nozawa, Yusuke Karasawa, Keisuke Nomoto

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Poppers use, adherence to antiretroviral therapy and risky sexual behaviors among HIV-positive men who have sex with men in Chongqing, China by Huailiang Chen, Jin Chen, Qingge Zhao, Min Zhou

“…Methods Between June 2022 to June 2023, 1501 HIV-positive MSM enrolled in the study and data on sociodemographic characteristics, substances use, depressive and anxiety symptoms, perceived HIV-related stigma, adherence to ART and sexual behaviors were collected using an online questionnaire. …”
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Three Days of ActiGraph^® Use Are Sufficient to Determine the Time Spent in Sedentary Behavior, and in Moderate and Moderate-to-Vigorous Physical Activity, in People with... by Lucas Melo Neves, Fabricio Eduardo Rossi, Caico Bruno Curcio Oliva de Paula, Vitória Joana Paes Arida, Isabella Cavaco Gonçalves Pereira, Priscila Almeida Queiroz Rossi, Jane de Eston Armond, Jeffer Eidi Sasaki, Felipe Barreto Schuch, Brendon Stubbs, Beny Lafer

“…This finding has a significant practical application, allowing data collection using a reduced duration of accelerometer wear. …”
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The role of technology and screen media use in treatment outcomes of children participating in a digital mental health intervention: a retrospective analysis of Bend Health by Kelsey McAlister, Darian Lawrence-Sidebottom, Donna McCutchen, Monika Roots, Jennifer Huberty, Jennifer Huberty

“…Video streaming, internet use, and gaming were linked to inattention, hyperactivity, and oppositional behavior (P's &lt; 0.05). …”
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A longitudinal analysis of adherence to COVID-19 preventive measures, media use, and risk perceptions in a Dutch population-based sample by Nadine Bol, Ruben D. Vromans, Marloes M. C. van Wezel, Emiel J. Krahmer

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Reddit comment analysis: sentiment prediction and topic modeling using VADER and BERTopic by Denilson de Oliveira Silva, Richard Matheus Avelino da Silva, Patrícia Virgínia de Santana Lima, Jéssica Cristina Pereira Batista, Sílvio Fernando Alves Xavier Júnior

“… This work aims at exploring data analysis techniques applied to the social media platform Reddit, highlighting the execution of an Exploratory Data Analysis (EDA) to identify trends and patterns of interaction among users. …”
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Dependence of suicide frequency rate on the use of non-office hours by P. A. Korotkov, A. B. rubyanov, E. A. Zagaynova, I. D. Chemodanova

“…The latter provides consistent, comparable and detailed data on average time consumed by one surveyed, by one participant and the degree of employee’s involvement in the framework of Harmonized European Time Use Surveys (HETUS). …”
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