Advances in machine learning applications to resource technology for organic solid waste by Hongzhi MA, Yichan LIU, Jihua ZHAO, Fan FEI, Ming GAO, Qunhui WANG

“…This study explores a range of commonly used ML models, including artificial neural network (ANN), support vector machine (SVM), decision tree, random forest, and extreme gradient boosting (XGBoost). These models have been used to predict waste characteristics, classify diverse types of OSW, and optimize treatment parameters across various processes, such as thermochemical conversion, anaerobic digestion, and aerobic composting. …”
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Development, validation, and clinical application of a machine learning model for risk stratification and management of cervical cancer screening based on full-genotyping hrHPV tes... by Binhua Dong, Zhen Lu, Tianjie Yang, Junfeng Wang, Yan Zhang, Xunyuan Tuo, Juntao Wang, Shaomei Lin, Hongning Cai, Huan Cheng, Xiaoli Cao, Xinxin Huang, Zheng Zheng, Chong Miao, Yue Wang, Huifeng Xue, Shuxia Xu, Xianhua Liu, Huachun Zou, Pengming Sun

“…Methods: We developed, compared and validated four machine learning models (eXtreme gradient boosting [XGBoost], support vector machine [SVM], random forest [RF], and naïve bayes [NB]) for cervical cancer prediction, using data from a national cervical cancer screening project conducted in 267 healthcare centers in China. …”
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Ameliorating potential effects of natural biological formulations and biostimulants on plant health and quality attributes in coriander-fenugreek intercropped strawberry (Fragaria... by Priya Thakur, Pramod Kumar, CL Sharma, Uday Sharma, Nisha Sharma, Tanzin Ladon

“…This study inferred that application of bio-organic inputs sources which can boost up cropping behavior, post harvest soil indicators, native microbial properties and enzymatic activity in rhizosphere, and thus can have the potential to improve crop resilience and soil productivity on sustainable basis.…”
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Mortality Prediction Using SaO2/FiO2 Ratio Based on eICU Database Analysis by Sharad Patel, Gurkeerat Singh, Samson Zarbiv, Kia Ghiassi, Jean-Sebastien Rachoin

“…Categorical values were encoded using Target Encoding. We used a gradient boosting decision tree algorithm variant called XGBoost as our model. …”
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Community Work Participation and Outcomes in Nyagatare District, Rwanda. by Jean Marie Vianney, Ruzindana

“…Among those measures that were in place included community sensitisation and that the Government of the Republic of Rwanda through Nyagatare District Local Government had enacted by-laws to boost community work participation in the study area. …”
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An interpretable machine learning tool for in-home monitoring of agitation episodes in people living with dementia: a proof-of-concept studyResearch in context by Marirena Bafaloukou, Ann-Kathrin Schalkamp, Nan Fletcher-Lloyd, Alex Capstick, Chloe Walsh, Cynthia Sandor, Samaneh Kouchaki, Ramin Nilforooshan, Payam Barnaghi

“…Findings: Light Gradient-boosting Machine (LightGBM) achieved the highest performance in identifying agitation over an 8-day period with a sensitivity of 71.32% ± 7.38 and specificity of 75.28% ± 7.38. …”
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Effect of Sunflower (Helianthus annus L.) Hulls with Different Particle Sizes on Growth Performance and Physiological Responses of Broiler Chickens Fed Different Levels of Protein by Najibeh Beigzadeh, Smayyeh Salari, Faegheh Zaefarian, Shima Hosseinifar

“…This improvement is achieved by increasing the digestibility of crude protein, as well as boosting the Lactobacillus population. Additionally, using coarse sunflower hulls led to an increase in the relative weight of the carcass and thighs.…”
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Understanding summertime peroxyacetyl nitrate (PAN) formation and its relation to aerosol pollution: insights from high-resolution measurements and modeling by B. Hu, B. Hu, B. Hu, N. Chen, N. Chen, R. Li, M. Huang, M. Huang, M. Huang, J. Chen, J. Chen, Y. Hong, Y. Hong, L. Xu, L. Xu, X. Fan, X. Fan, M. Li, M. Li, L. Tong, Q. Zheng, Y. Yang

“…Using eXtreme Gradient Boosting (XGBoost), we identified NH<span class="inline-formula">₃</span>, NO<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M13" display="inline" overflow="scroll" dspmath="mathml"><mrow><msubsup><mi/><mn mathvariant="normal">3</mn><mo>-</mo></msubsup></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="9pt" height="16pt" class="svg-formula" dspmath="mathimg" md5hash="a192f22c747584054322d55d69a940ca"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="acp-25-905-2025-ie00001.svg" width="9pt" height="16pt" src="acp-25-905-2025-ie00001.png"/></svg:svg></span></span>, and PM<span class="inline-formula">_2.5</span> as the primary factors for simulation bias. …”
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Effectiveness of ambon banana stem juice as immunostimulatory against Aeromonas hydrophila infections in catfish Clarias gariepinus by Qorie Astria, Sri Nuryati, Kukuh Nirmala, Alimuddin Alimuddin

“…Thus Immersion of seeds in stem juice can boost the immune system against infections A. hydrophila.   …”
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Influencing Mechanisms of Ecosystem Services on Net Carbon Sink Efficiency and Spatial Differentiation Thereof: A Case Study of the Shanghai Metropolitan Area by Haoyang SONG, Min WANG

“…While effectively coordinating regional ecological, social and economic needs and promoting carbon sequestration and emission reduction, ecosystem services can be transmitted to surrounding areas to boost regional ecological space optimization. Under the guidance of the carbon peaking and carbon neutrality goals, clarifying the positive impact of ecosystem services on net carbon sink efficiency in metropolitan areas and the spillover effect of ecosystem services can effectively contribute to regional ecosystem service enhancement, and realize efficient carbon sequestration and reduction in ecological space.MethodsSupported by multi-source panel data spanning the period from 2010 to 2020, this research takes the Shanghai Metropolitan Area as the research object and divides the research area into 40 research units. …”
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Effect of Simultaneous Use of Different Amounts of Biochar and Soil Application of Common Sulfur and Spraying of Nanosulfur on Yield and Yield Components and Some Phytochemical Cha... by Vahid Mohammadzadeh Kakhki, mohmmad Hossein Aminifard, Mohamad Behzad Amiri

“…Also, the relatively high vitamin C and vitamin A content of savory may contribute to long-term health by boosting the natural state of the human immune system. …”
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Editorial by Thomas Duve

“… Woher nehmen wir unsere Vorstellung davon, was richtig oder falsch, gut oder böse, erlaubt oder verboten ist? – Die für jeden Juristen und jede Juristin naheliegende Antwort lautet: Aus dem Wortlaut des Gesetzes. …”
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Presenting a merit-oriented service compensation system model for veterans in sports by Hoseain Aeinehchi, Mohammad reza Esmaeilzadeh Ghandehari, Hoseain peymanizad, Hasan Fahim Davin

“…A proper compensation management system helps business owners and managers to significantly boost employee performance by having a more active and motivated workforce (Mabaso, 2018). …”
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Natural Resource Rent and Financial Development: Testing Financial Resource Curse Hypothesis in Iran by Majid Aghaei, Mahdieh Rezagholizadeh, mohammad abdi, rawa mosavi

“…Consequently, it can create various job opportunities and boost economic activities, leading to economic growth and development. …”
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Investigating The Performance Of Local And Indigenous Businesses In Times Of Economic Recession With Emphasis On Developing The Capabilities Of Cooperatives In Sistan And Baluchest... by Ali Asghar Tabavar, Abdoulnaser Derakhshan, Sahar Arefi

“…On the other hand, the beneficiaries present in the cooperatives can also benefit from the financial support of the cooperative and boost their business. According to the existing capacities and potentials in Iran, the field of ecology or ecotourism can lead to great growth and the impact that local businesses in the field of ecology through cooperatives can have on economic growth and national development. …”
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體驗教育對建構大學生心理資本之研究 Effect of Experiential Education on College Students’ Psychological Capital Development by 陳淑媛 Shu-Yuan Chen, 許于仁 Yu-Ren Hsu

“…Designing tasks to build initial success before introducing complex challenges may help boost PsyCap. …”
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Identifying factors affecting the creation of brand identity in Iran's banking industry by Seyed Mahdi Saatchi, farzad asayesh, Sedighe Tootian Esfahani, Seyed Mahmood Hashemi

“…Significant increasing of competition in the business domain has led to the boost and growth in establishing, maintaining and expanding brand communication with customers has been growing. …”
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