Local or Neighborhood? Examining the Relationship between Traffic Accidents and Land Use Using a Gradient Boosting Machine Learning Method: The Case of Suzhou Industrial Park, Chin... by Yueming Yang, Hyungchul Chung, Joon Sik Kim

“…The results show that the GBM can be used as an effective accident model for a variety of research and analysis methods by (1) ranking the influential factors, (2) testing the degree of interpretation of each variable as the complexity of iterations changes, and (3) obtaining partial dependence plots, among other methods. …”
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Chinese dentists’ restorative preferences and choices for endodontically treated teeth: a representative survey by Wenhui Li, Ziting Zheng, Yuting Zeng, Zhiyan Zhou, Ping Xiao, Xincen Zhong, Wenjuan Yan

“…The amount of remaining tooth structure was identified as the most influential factor in determining the restoration strategies, contributing to 26.1%. …”
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Marketing Research of Supply and Demand in the Regional Energy Market by M. A. Alinazarova

“…The paper is based on a dynamic analysis of analytical and statistical information about ongoing processes in the energy sector. The task is to conduct marketing research of supply and demand in the regional energy market.Materials and methods. …”
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A CNN deep learning approach to scour depth estimation around complex bridge piers in steady flow environments by Ngoc Thi Huynh, Anh Thu Thi Phan, Tan Tai Trieu, Ho-Hong-Duy Nguyen, Thanh Nhan Nguyen

“…The proposed model leverages the ability of 1D CNNs to process high-dimensional input dataset, capturing intricate non-linear relationships between influential parameters, such as flow velocity, pier configurations, sediment properties, and water depth. …”
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The impact of policies on the digital transformation capability of Vietnamese agricultural enterprises: the moderating role of policy accessibility by Man Do Thi, Trang Le Huyen, Lan Le Thi

“…Policy support is the second most influential factor in enhancing digital transformation. …”
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Flexible systems and their effectiveness in designing interior spaces(Private university buildings as a model) by Abdel-Zahra Odeh Hassan, Rajaa Saadi Lafta

“… The idea and philosophy of flexible systems and their effectiveness in the field of interior design came as one of the important influential points to confront future developments and to lay the foundations for achieving all functional and aesthetic requirements through the possibility of change, and the university system is one of the systems most affected by these changes. …”
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Comparative Analysis of Machine Learning Techniques for Predicting Bulk Specific Gravity in Modified Asphalt Mixtures Incorporating Polyethylene Terephthalate (PET), High-Density P... by Bhupender Kumar, Navsal Kumar, Rabee Rustum, Vijay Shankar

“…Additionally, sensitivity analysis identified bitumen content (BC) and volume of bitumen (V_b) as the most influential parameters affecting G_mb, emphasizing the need for precise parameter optimization in asphalt mix design. …”
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Improving Subsurface Soil Moisture Estimation Using a 2‐Dimensional Data Assimilation Framework Incorporated With a Dual State‐Parameter Scheme by Dehai Liao, Jun Niu, Taisheng Du, Shaozhong Kang

“…This study may provide new insights into the diagnosis and refinements of the model representation of surface‐subsurface processes.…”
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Rain-Induced Shallow Landslide Susceptibility Under Multiple Scenarios Based on Effective Antecedent Precipitation by Chuanmei Cheng, Ying Li, Dong Zhu, Yu Liu, Yongqiu Wu, Degen Lin, Hao Guo

“…However, due to the lag nature of this process, landslides usually do not occur on the day of heavy rainfall. …”
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The impact of perinatal maternal stress on the maternal and infant gut and human milk microbiomes: A scoping review. by Niamh Ryan, Siobhain O'Mahony, Patricia Leahy-Warren, Lloyd Philpott, Helen Mulcahy

“…<h4>Conclusion</h4>This review suggests that maternal stress does have an impact on the alteration of abundance and diversity of influential bacteria in the gut microbiome, however, it can affect colonisation in different ways. …”
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Machine learning analysis of CO2 and methane adsorption in tight reservoir rocks by Mehdi Maleki, Mohammad Rasool Dehghani, Moein Kafi, Ali Akbari, Yousef Kazemzadeh, Ali Ranjbar

“…Sensitivity analysis identified pressure as the most influential factor, followed by TOC and CO2 percentage, while temperature had a restrictive effect on adsorption. …”
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Root pH variation of herbaceous plants among plant functional groups in response to climate and soil gradients on the Tibetan alpine grasslands by Lirong Zhao, Bo Pang, Jiangtao Hong, Xingxing Ma, Ziyin Du, Xiaodan Wang

“…Abstract Plant pH is an emerging functional trait that plays important roles in physiological processes and nutrient cycling. However, how root pH varies among plant functional groups (PFGs) and the regulatory factors on a large scale remain unclear. …”
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Mapping the path to domestic surrogacy: Identifying key facilitators and barriers in the Netherlands. by Malene Tanderup, Lone Schmidt, Amrita Pande, Birgitte Bruun Nielsen, Charlotte Kroløkke, Peter Humaidan

“…<h4>Background</h4>Surrogacy involves a woman who consents, before conception, to carry and deliver a child for individuals or couples unable to do so due to biological or medical limitations. This complex process encompasses medical, ethical, legal and financial considerations, resulting in varied legislation worldwide, with countries either prohibiting, restricting or legalising it. …”
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Surface quality prediction and validation of Electro-Fenton chemical mechanical polishing for single crystal SiC based on neural network models by Jiacheng Geng, Jiayun Deng, Zilei Bai, Xiaoning Wen, Jiabin Lu, Qiusheng Yan, Xiaojing Yang

“…Based on SHAP value analysis, most influential process parameter affecting the MRR is the abrasive size, while the most critical factor impacting surface quality is the H₂O₂ concentration in the EF-CMP process. …”
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Land use changes alter microbial functional gene diversity and its relationship with soil ecosystem multifunctionality in a subtropical estuary by Zi-Kai Liu, Lige Zhang, Shengsheng Jin, Hanxia Yu, Ji-Zheng He, Ji-Zheng He, Ju-Pei Shen, Ju-Pei Shen

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Can Dominant Runoff Generation Mechanisms Be Disentangled Through Hypothesis Testing? Insights From Integrated Hydrological‐Hydrodynamic Modeling by Pasquale Perrini, Vito Iacobellis, Andrea Gioia, Luis Cea, Hubert H. G. Savenije, Fabrizio Fenicia

“…Our findings reveal that during consecutive storm events in the study catchment, surface processes dominate the initial stages, whereas subsurface processes become more influential in later events, providing valuable insights that may be applicable to similar semi‐arid regions. …”
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Integrative modeling of POPs output flux from soil at a regional scale: A comprehensive approach by Xinyue Chen, Meie Wang, Tian Xie, Yutong Song, Weiping Chen

“…Plot-scale natural attenuation models provide valuable insights into localized pollutant behavior but struggle to account for regional-scale hydrological processes. Existing research has predominantly concentrated on single processes, lacking comprehensive models to describe the output flux of persistent organic pollutants (POPs) by transport and transformation from soil at a regional scale. …”
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Penerapan Simple Additive Weighting pada Pemilihan Canvasser Terbaik PT.Eratel Prima by Veny Cahya Hardita, Ema Utami, Emha Taufiq Luthfi

“…To encourage their spirit, the company give a monthly reward in the form of bonuses for a canvasser with the best performance. The assessment process done by the Head of Marketing. But this assessment process done with manual method and for data process require more time.  …”
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Qualitative evaluation of a package of implementation strategies codesigned to support the introduction of multiple micronutrient supplementation (MMS) for pregnant women in Bamako... by Aissata Ba, Monica J. Fox, Adama Mamby Keita, Kristen M. Hurley, Shannon E. King, Samba Sow, Kounandji Diarra, Mahamane Djiteye, Baba Seydou Kanté, Moussa Coulibaly, Ousmane Dembele, Lisa M. Noguchi, Pooja Sripad, Peter J. Winch

“…Family members play an influential role in pregnant women's decision‐making regarding MMS uptake. …”
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Optimization of pyrolysis conditions for Catha edulis waste-based biochar production using response surface methodology by Abdi Birhanu, Abrha Mulu Hailu, Zemene Worku, Israel Tessema, Kenatu Angassa, Solomon Tibebu

“…Therefore, this study aims to optimize the biochar production process from Catha edulis waste for high yield and desirable characteristics. …”
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