Machine Learning and Deep Learning Hybrid Approach Based on Muscle Imaging Features for Diagnosis of Esophageal Cancer by Yuan Hong, Hanlin Wang, Qi Zhang, Peng Zhang, Kang Cheng, Guodong Cao, Renquan Zhang, Bo Chen

“…The multilayer perceptron (MLP) fusion model achieved the best performance among all models tested for N staging prediction, although the accuracy remained moderate (ACC = 0.704 in the training set and 0.685 in the validation set), indicating potential for further optimization. …”
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Forecasting malaria cases using climate variability in Sierra Leone by Saidu Wurie Jalloh, Boniface Malenje, Herbert Imboga, Mary H. Hodges

“…The ANN model outperformed both the baseline SARIMA and SARIMAX models with the lowest MAPE of 6.68%. …”
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Potential and limitations of noise-based surface-wave tomography for numerical site effect estimation: a case study in the French Rhône valley by Lavoué, François, Froment, Bérénice, Gélis, Céline, Boué, Pierre,  Chaljub, Emmanuel, Stehly, Laurent, Beauprêtre, Sophie, De Martin, Florent,  Gisselbrecht, Loïc, Pilz, Marco, Moiriat, Denis, Cushing, Edward Marc

“…Our results therefore contribute to identify and better understand the potential and limitations of using ANSWT models for numerical site effect estimation. This study allows us to propose perspectives for future work to improve the approach, which remains promising for site effect assessment in low- to moderate-seismicity contexts.…”
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Will Teacher-AI Collaboration Enhance Teaching Engagement? by Lai-Jian Ding, Jia-Min Li, Bei-He Hui

“…In addition, perceived organizational support positively moderates the effect of teacher-AI collaboration on technological self-efficacy, forming a moderated mediation model. …”
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Digital leadership and employee innovative performance: the role of job crafting and person–job fit by Yongkang Wang, Jonghyuk Park, Qi Gao

“…Using the proactive motivation model, this study constructed a moderated mediation model with job crafting as the mediating variable and person–job fit as the moderating variable. …”
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Exploring rice consumption patterns and carbohydrate source diversification among the Indonesian community in Hungary by Juniarsih Triara, Nazaruddin La Ode, Rahmat Al Fauzi, Szendrő Katalin

“…Collinearity tests show no significant issues, and the model demonstrates moderate explanatory power (R² = 0.351 for consumption and 0.297 for diversity). …”
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Urban buzz or urban bust? Beekeeping challenges, suitability, and survival insights in Montreal, Canada by Navid Mahdizadeh Gharakhanlou, Julien Vadnais, Liliana Perez, Nico Coallier

“…For the 1 km buffer, the RSF model achieved a C-index of 0.90 (training) and 0.82 (test) with IBS scores of 0.06 and 0.10, outperforming the Cox model, which showed a C-index of 0.56 (both training and test) and IBS values of 0.19 and 0.18. …”
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Liquid-Liquid Extraction in Systems Containing Butanol and Ionic Liquids – A Review by Kubiczek Artur, Kamiński Władysław

“…Thus, all the presented studies have been selected based on the accepted modeling method. The reader is also shown how the NRTL equation can be used to model liquid-liquid systems containing more than three components as it has been the authors’ recent area of expertise.…”
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“Give Me the Opportunity”: Mixed Ability Sports and Quality of Life in People with Intellectual Disabilities by Pablo Elipe-Lorenzo, Miguel Ángel Verdugo, Pelayo Diez-Fernández, Brais Ruibal-Lista, Sergio López-García

“…Furthermore, a positive trend was also observed among individuals with moderate and severe intellectual disabilities. Qualitatively, participants highlighted the model’s emphasis on inclusivity, familial bonds, enjoyment, community spirit, active engagement, and opportunities to experience new activities. …”
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Prevention of student attrition: a data-backed approach to school counselling using Delphi technique and multiple classification algorithms by Amiru Bakariwie, Dominic Asamoah, Abudu Ballu Duwiejuah

“…Five classification algorithms were deployed in modelling, using tenfold cross-validation. Model performance was compared based on Accuracy, F1 Score, misclassification rate, Kappa statistic, ROC Area, and PRC Area. …”
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PENGARUH SUPERVISI PEMBELAJARAN KEPALA SEKOLAH TERHADAP KINERJA GURU YANG DIMODERASI IKLIM SEKOLAH PADA SMP MARDIWIYATA by Matius Eko Suprianto, Ali Imron, Juharyanto Juharyanto

“…Research used quantitative descriptive methods, with a sample size 91 teachers, calculations using PLS SEM, outer model testing (validity and reliability) and inner model testing. …”
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The Impact of Conflicts in Foreign Business Relationships on SME Performance by Milena Ratajczak-Mrozek, Krzysztof Fonfara, Aleksandra Hauke-Lopes

“…Findings: The article proposes a model of the positive impact of conflicts in foreign business relationships on SME performance. …”
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Study on the influencing factors of land desertification degree in Xilingol Grassland by Shuning Liang, Mingguang Diao, Chuyan Zhang, Tianze Liu

“…This model introduced the land desertification evaluation index, dividing the degree of desertification into four levels, with highly and moderately desertified areas mainly distributed in the western part of Xilingol League, while moderately and mildly desertified areas mainly distributed in the eastern and southern regions. …”
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A Machine Learning-Based Assessment of Proxies and Drivers of Harmful Algal Blooms in the Western Lake Erie Basin Using Satellite Remote Sensing by Neha Joshi, Armeen Ghoorkhanian, Jongmin Park, Kaiguang Zhao, Sami Khanal

“…While satellite-only models achieved moderate performance (R² up to 0.48), they could still be useful for preliminary monitoring where field data are unavailable. …”
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How Green Mindful Leadership Drives Employee Green Creativity: The Role of Employee Resilience, Green Identity, and Workplace Digitalization by Huang Mei-jiao

“…This study applies social cognitive theory, role identity theory, and conservation of resources theory to construct a chained mediation model where green mindful leadership influences employee green creativity through employee resilience and green role identity, and also investigates the moderating effect of workplace digitalization. …”
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Bitcoin adoption in online payments: examining consumer intentions and word-of-mouth recommendations by Thabang E. Mofokeng, Steven Mbeya, Daniel K. Maduku

“…This study explores factors driving consumer adoption and word-of-mouth (WOM) recommendations for Bitcoin in online transactions. Using an integrated model combining valency theory, social contagion theory, and the technology acceptance model (TAM), we analyse data from 521 South African online shoppers. …”
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To share or hide under performance pressure: the role of supervisor support in shaping subordinate knowledge management behaviors by Jia Xu, Jia Xu, Jingrong Chen, Qisi Lan, Man Zhao

“…Grounded in conservation of resources theory, this study proposes a dual-path model that examines how perceived supervisor support moderates the effects of employee performance pressure on knowledge management behaviors.MethodsTwo studies were conducted to test the proposed model. …”
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Deep learning algorithm for the automatic assessment of axial vertebral rotation in patients with scoliosis using the Nash–Moe method by Jeoung Kun Kim, Ming Xing Wang, Donghwi Park, Min Cheol Chang

“…The framework comprises a vertebra detection model (864 training and 216 validation images) and a pedicle detection model (14,608 training and 3652 validation images). …”
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Active Transient Acousto-Structural Response Control of a Smart Cavity-Coupled Circular Plate System by Seyyed M. HASHEMINEJAD, Rezgar SHAKERI

“…Numerical simulations demonstrate satisfactory performance of adopted control methodology in effective suppression of panel displacement response and radiated external sound pressure for enclosures of shallow and moderate depths. Limiting cases are considered and accuracy of the proposed model is rigorously verified.…”
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THE EFFECT OF JOB SELF-EFFICACY ON JOB ENGAGEMENT WITH AN EMPHASIS ON THE ROLE OF WORK-LIFE BALANCE. CASE STUDY: NATIONAL LAND AND HOUSING ORGANIZATION OF TEHRAN by Mahsa NAGHSHINEH

“…The purpose of this study was to provide a predictive model of job engagement based on self-efficacy effect and moderating effect of work-life balance of employees of National Land and Housing Organization of Tehran. …”
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