Development and validation of the PrePain questionnaire for predicting pain by Filip Gedin, Andreas Hellerström, Sebastian Blome, Karin Jensen, Anna Andreasson, Maria Lalouni

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Predicting the destination port of fishing vessels utilizing transformers by Andreas Berntsen Løvland, Helge Fredriksen, John Markus Bjørndalen

“…This provides a rich source for training deep learning models for predicting various behaviors of vessels, which in this context is motivated by resource management of fisheries. …”
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Personality Fuels the Fire: Predicting Firefighter Physical Readiness by Annmarie Chizewski, Steven J. Petruzzello

“…Understanding the factors that influence exercise and fitness behaviors could help identify those less likely to stay physically fit. …”
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Machine Learning Helps in Prediction of Tobacco Smoking in Adolescents by Hamidreza Roohafza, Elahe Mousavi, Razieh Omidi, Masoumeh Sadeghi, Mohammadreza Sehhati, Ahmad Vaez

“…Results: Randomized LASSO feature selection prioritized 15 factors, including peer influence, risky behaviors, attitude and school policy toward smoking, family factors, depression, and sex as the most influential factors in smoking. …”
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Predictive learning rules generate a cortical-like replay of probabilistic sensory experiences by Toshitake Asabuki, Tomoki Fukai

“…We demonstrate that the spontaneous activity of our model well replicates the behavioral biases of monkeys performing perceptual decision making. …”
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Machine learning based risk analysis and predictive modeling of structure fire related casualties by Andres Schmidt, Eric Gemmil, Russ Hoskins

“…The network model achieves a prediction accuracy of 92.5 % for the classification of structural fire-related casualty severities. …”
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Predictive Validity of Screening Tools and Role of Self-Esteem and Coping in Postpartum Depression Risk by Nadica Motofelea, Alexandru Catalin Motofelea, Ionela Florica Tamasan, Teodora Hoinoiu, Jabri Tabrizi Madalina Ioana, Maja Vilibić, Antoniu Ionescu Cringu, Brenda Cristiana Bernad, Sorin Trinc, Dan-Bogdan Navolan

“…Interventions focusing on enhancing self-esteem and promoting adaptive coping, such as cognitive–behavioral therapy and psychoeducation, show promise in reducing PPD incidence. …”
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A Predictive Model of Cardiovascular Aging by Clinical and Immunological Markers Using Machine Learning by Madina Suleimenova, Kuat Abzaliyev, Madina Mansurova, Symbat Abzaliyeva, Almagul Kurmanova, Guzel Tokhtakulinova, Akbota Bugibayeva, Diana Sundetova, Merei Abdykassymova, Ulzhas Sagalbayeva, Raushan Bitemirova, Zhadyra Yerkin

“…A machine learning (ML) model including random forest, logistic regression, k-nearest neighbors, and XGBoost was developed to predict the aging rate and risk of CVD. Correlation anal is revealed significant associations between immune markers (CD14+, HLA-DR, IL-10, CD8+), clinical parameters (BMI, coronary heart disease, hypertension, diabetes), and behavioral factors (physical activity, smoking, alcohol). …”
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Multimodal Data Fusion Framework for Early Prediction of Autism Spectrum Disorder by Mohemmed Sha, Hussein Al-Dossary, Mohamudha Parveen Rahamathulla

“…This outcome indicates that our system is better at predicting ASD compared to other advanced methods.…”
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Fatigue Bond Behavior of Steel Rebars in Recycled Aggregate Concrete Containing Recycled Rubber by Wei Wei, Shanming Cai, Yufu Li

“…This study aims to clarify the effects of recycled aggregate and rubber on the monotonic and fatigue bond behavior of deformed steel rebar in concrete and to propose predictive models. …”
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Effects of Processing Difficulty on Eye Movements in Reading: A Review of Behavioral and Neural Observations by Shun-nan Yang

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Exploration of the Impact of Transformational Leadership on Organizational Citizenship Behavior: The Mediation Role of Organizational Commitment by Tumpak Maniroy Sinaga, Aryana Satrya

“… This study aims to analyze the effect of Transformational Leadership on Organizational Citizenship Behavior, considering the mediating role of Organizational Commitment. …”
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Impact of face trustworthiness on approach-avoidance behavior of adolescents with varied social anxiety traits by Yuan Yao, Zhuqing Wang

“…This heterogeneity has promoted research on exploring the predictive value of individual differences. Based on Person-Context Interaction Theory, the current study focused on the impact of face trustworthiness on adolescents’ approach/avoidance behavior with varied social anxiety traits. …”
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Thermal Behavior of Concrete: Understanding the Influence of Coefficient of Thermal Expansion of Concrete on Rigid Pavements by Alka Subedi, Hyunhwan Kim, Moon-Sup Lee, Soon-Jae Lee

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Conceptual construction and scale development of leadership taking charge behavior in the Chinese cultural context by Guanglin Bai, Shuhui Li, Yan Xu, Guijin Wang

“…Additionally, to enhance the scale’s validity and practicality, three items with the highest factor loadings that best represent the core content of each dimension were selected to create a short version of the leadership taking charge behavior scale. Finally, Study 3 investigated the predictive utility of the short version of the leadership taking charge behavior scale by examining its relationships with two criterion variables: employees’ felt obligation for constructive change and their perception of organizational change significance. …”
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Spatiotemporal, environmental, and behavioral predictors of Varroa mite intensity in managed honey bee apiaries. by Laura Boehm Vock, Lauren M Mossman, Zoi Rapti, Adam G Dolezal, Sara M Clifton

“…After accounting for spatial and temporal trends, we find that most environmental factors (e.g., floral quality, insecticide load) are not predictive of Varroa intensity, while lower numbers of nearby apiaries and several beekeeper behaviors (e.g., supplemental feeding and mite monitoring/treatment) are protective against Varroa. …”
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Investigating Smart Parcel Locker System s in the Framework of Planned Behavior Theory: A Study of Electronic Last Mile Delivery Processes on E-Commerce Platforms by Yavuz Toraman

“…The study uses planned behavior theory (PBT), which is suitable for the purpose of the research and has been frequently mentioned in the literature. …”
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Loads Mismatch and Network Voltage Behavior for Future Planning of Demand Response With Customer Satisfaction by Ismail Arafat, Eduardo Castillo-Guerra, Julian Meng

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Experimental Study of a New Metallic Damper Using Hourglass Fuse by Mohammad Hossein Afridoon, Reza Aghayari, Mohammad Hosein Adibrad, Mehrzad Tahamouliroudsari

“…A simplified analytical procedure using plastic analysis and simple rules of mechanics of solids was found to accurately predict the HSP behavior and was found to be consistent with experimental results. …”
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The Impact of Consumer Behavior on the Formation of Sustainable Development Strategies of Companies in the Context of Digitalization and Virtualization by Zulfiya Arynova, Saida Kaidarova, Dana Bekniyazova, Svetlana Zolotareva, Valentina Shelomentseva, Saltanat Zhanuzakova, Alma Mussina

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