Comparison of fast regression algorithms in large datasets by Sengul Cangur, Handan Ankarali

“…In all simulation-scenarios, all the target variables were chosen for final models using four methods. …”
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ESTIMATION OF A BI-RESPONSE TRUNCATED SPLINE NONPARAMETRIC REGRESSION MODEL ON LIFE EXPECTANCY AND PREVALENCE OF UNDERWEIGHT CHILDREN IN INDONESIA by Anggi Putri Anisar, Sifriyani Sifriyani, Andrea Tri Rian Dani

“…The nonparametric spline truncated bi-response regression approach is used when one or more predictor variables affect the two response variables with the assumption that there is a correlation between the response variables. …”
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The impact of varied correlated color temperatures on visual comfort in museum exhibitions: integrating physiological and subjective assessments by Liang Qian, Xiwen Zeng, Xiaorong Liu, Li Peng

“…Consistent findings support that a CCT of 4500 K provides the highest comfort level, aligning with the observed trend in eye gaze duration. Pupil diameter variability indicates that greater comfort is associated with higher CCT values. …”
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COVID-19 PROJECTIONS ON JAVA AND BALI ISLANDS INVOLVING VACCINATION AND TESTING INTERVENTIONS USING VARI-X MODEL by Riza Andrian Ibrahim, Budi Nurani Ruchjana

“…Projections are performed using a vector of autoregression integrated with the exogenous variables (VARI-X) model. This model is used because it can simultaneously project the Covid-19 spread in the two islands by involving interventions of vaccination and testing of Covid-19 as exogenous variables. …”
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PENGARUH BAURAN PEMASARAN TERHADAP KEPUTUSAN PEMBELIAN TIKET MASKAPAI AIRASIA by Ivana Viamrina Dewi, NPE. Mahadewi, Putu Agus Wikanatha Sagita

“…This research aims to explain the influence of the 7P marketing mix (Product, Price, Place, Promotion, People, Process, and Physical Evidence) on the purchase decisions of flight tickets on AirAsia Indonesia. …”
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SPECIFICS OF ARTERIAL HYPERTENSION DEVELOPMENT IN PENITENTIARY STRESS CIRCUMSTANCES by E. V. Dyuzheva, S. B. Ponomarev

“…Also, heart rhythm variability analysis shows significant decrease of value of LF (%) and predomination of VLF (%) in the wave spectrum. …”
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Entrepreneurship and Economic Freedom: Do Objective and Subjective Data Reflect the Same Tendencies? by Burak Erkut

“…This was the main aim of the analysis, which closes a research gap defined in this research program. …”
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Mathematics teaching strategies and 4th-grade student achievement in Arab countries: evidence from TIMSS 2019 data by Misfer AlSalouli, Mohammed AlGhamdi, Saeed AlShamrani, Abdu AlMufti, Bakeel Aldarwani, Maciej Jakubowski

“…It contributes to the literature by a detailed analysis of the most effective teaching strategies for students in Arab countries and by developing a methodology for assessing variability in mathematics performance. The method employs multilevel models, which allow us to assess where most of the variability in mathematics achievements is found, comparing the attainment between and within classrooms. …”
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Contributions of Sustainable Tourist Behavior in Food Events to the Cultural Identity of Destinations by María-Dolores Sánchez-Sánchez, Carmen de Pablos-Heredero, José Luis Montes-Botella

“…This study proposes a model to determine the importance of food tourism events in developing the cultural identity of tourist destinations by analyzing the tourist experience concerning their motivation, satisfaction, and loyalty, understood as variables of sustainable tourism behavior. The hypotheses in the model have been tested using non-linear structural equations modeling (SEM), estimated with data from the Resident Tourism Survey of the National Statistics Institute (NSI), on domestic demand for value-added gastronomic tourism in Spain. …”
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The Effect of High Intensity Interval Training in Different Forms Applied to Combat Athletes on Body Composition and Muscular Strength by İbrahim Orkun Akcan, Latif Aydos, Mustafa Şakir Akgül

“…Body composition, leg strength, back strength and hand grip strength of the participants were measured before and after the application. Mean values, standard deviations and 95% confidence intervals of the variables were calculated. …”
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Role of pro-environmental post-purchase behaviour in green consumer behaviour by Rajyalakshmi Nittala, Venkata Rajasekhar Moturu

“…Data is analysed using factor analysis to examine the important factors influencing post-purchase variables and green consumer behaviour and the multiple regression to understand the contribution of post-purchase variables to green consumer behaviour. …”
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Mapping forage quality parameters based on Sentinel-2 images and auxiliary data during the senescent stage of alpine grasslands in Tibetan Plateau by Jinlong Gao, Tiangang Liang, Qisheng Feng, Zhibin He, Jing Wang, Dongmei Zhang

“…The present study aims to map the forage crude protein (CP), acid detergent fiber (ADF), neutral detergent fiber (NDF), crude fiber (CF), nitrogen-free extract (NFE), crude fat (EE), relative feed value (RFV) and organic matter digestibility (OMD) in alpine grassland during the senescent stage based on Sentinel-2 spectral variables and auxiliary data (i.e. topography, meteorology and soil). …”
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Predicting the risk of postoperative avascular necrosis in patients with talar fractures based on an interpretable machine learning model by Jian Zhang, Jian Zhang, Jian Zhang, Jihai Xu, Jihai Xu, Jiapei Yu, Jiapei Yu, Jiapei Yu, Hong Chen, Hong Chen, Xin Hong, Songou Zhang, Xin Wang, Xin Wang, Chengchun Shen, Chengchun Shen, Chengchun Shen

“…Multidimensional data encompassing demographic characteristics, fracture-related variables, surgery-related parameters, and follow-up information were collected. …”
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Tax Avoidance: Capital and Inventory Intensity in BEI Non-Cyclicals (2019-2023) by Syifa Nurul Ardiana, Intan Pramesti Dewi

“…Interestingly, inventory intensity also has a negative and significant effect, contrary to the initial hypothesis. Both variables simultaneously have a significant effect on tax avoidance with a determination value of 77.9% (R²=0.779). …”
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Explainable machine learning prediction of internet addiction among Chinese primary and middle school children and adolescents: a longitudinal study based on positive youth develop... by Jiahe Liu, Lang Chen, Yuxin Chen, Jingsong Luo, Kexin Yu, Linlin Fan, Chan Yong, Huiyu He, Simei Liao, Zongyuan Ge, Lihua Jiang, Lihua Jiang

“…IA was defined using Young’s Internet Addiction Test (IAT ≥ 40). Demographic variables such as age, gender, and grade level, along with key variables including scores of Cognitive Behavioral Competencies (CBC), Prosocial Attributes (PA), Positive Identity (PI), General Positive Youth Development Qualities (GPYDQ), Life Satisfaction (LS), Delinquent Behavior (DB), Non-Suicidal Self-Injury (NSSI), Depression (DP), Anxiety (AX), Family Function Disorders (FF), Egocentrism (EG), Empathy (EP), Academic Intrinsic Value (IV), and Academic Utility Value (UV) were examined. …”
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Evaluating the performance of herd-specific long short-term memory models to identify automated health alerts associated with a ketosis diagnosis in early-lactation cows by N. Taechachokevivat, B. Kou, T. Zhang, M.E. Montes, J.P. Boerman, J.S. Doucette, R.C. Neves

“…The objective of our study was to evaluate the ability of LSTM models to identify a health alert associated with a ketosis diagnosis (HAK) using deviations of daily milk yield, milk fat-to-protein ratio (FPR), number of successful milkings, rumination time, and activity index from the herd median by parity and DIM, considering various time series lengths and numbers of days before HAK. Additionally, we aimed to use Explainable Artificial Intelligence method to understand the relationships between input variables and model outputs. …”
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Correlation between the white blood cell/platelet ratio and 28-day all-cause mortality in cardiac arrest patients: a retrospective cohort study based on machine learning by Huai Huang, Guangqin Ren, Shanghui Sun, Zhi Li, Yongtian Zheng, Lijuan Dong, Shaoliang Zhu, Xiaosheng Zhu, Wenyu Jiang

“…Subgroup analyses stratified the prognostic value of WPR by demographic and clinical factors.ResultsWPR demonstrated the highest prognostic significance among the variables studied, showing a strong association with 28-day all-cause mortality. …”
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Unpacking the adoption and use of mobile education apps: A UTAUT2 perspective from a developing country by Khuong Phi Dinh, Pham Chien Thang, Nguyen Thi Tra My

“…This study is constrained by its geographical coverage, sample makeup, cross-sectional design, dependence on self-reported data, and restricted variables. Subsequent investigations should aim to address these limitations.…”
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Development and Evaluation of a Novel Polymer Drug Delivery System Using Cromolyn-Polyamides-Disulfide using Response Surface Design by Nadeen Mohammad Alkurdi, Samer Hasan Hussein-Al-Ali, Awad Albalwi, Mike Kh. Haddad, Yousef Aldalahmed, Dalia Khalil Ali

“…The cromolyn polyamide-disulfide samples were prepared using several amounts of cromolyn and sodium polyamide-disulfide polymer at different pH values. Analysis of variance (ANOVA) was performed to obtain the significant independent variables affecting the dependent response by using a P value lower than 0.05. …”
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The Relationship between Learning Activeness and Student Learning Outcomes in Al-Qur'an Hadith Subject by Laili Rahmawati, Mahmudah Mahmudah, Tamjidnor Tamjidnor, Makherus Sholeh

“…This study aims to determine whether there is a relationship between active learning and student learning outcomes in Al-Qur'an Hadith subject at MIS Al-Ashriyah Banjarmasin. …”
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