Does the free trade zone strategy promote urban low-carbon transformation? Experimental evidence from China by Junkai Sun, Xin Fang, Xinyue Gao, Guilin Dai

“…This paper seeks to elucidate the issue of China's low-carbon transformation development by examining the impact of FTZ strategy and providing insights into the path of low-carbon transformation development. …”
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A framework for continual learning in real-time traffic forecasting utilizing spatial–temporal graph convolutional recurrent networks by Mariam Labib Francies, Abeer Twakol Khalil, Hanan M. Amer, Mohamed Maher Ata

“…This approach improves the efficiency of the Continual Learning (CL) process by enabling the model to adapt to new traffic patterns more effectively over time. …”
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Anti-harassment policies across Canadian and international medical programs: strengths, areas for improvement, and a need for standardization by Hannah Peters, Tony Ahn, Ruilin Gong, Nigel Mantou Lou, Jason M Harley

“… Background/Purpose: Medical trainee harassment is a global issue that has led to a multitude of detrimental effects. …”
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Machine learning and clustering for supporting the identification of active landslides at national scale by Camilla Medici, Alessandro Novellino, Claire Dashwood, Silvia Bianchini

“…Landslide inventory maps (LIMs) are essential for risk management and reduction, but they usually remain an overlooked issue, especially over very large areas, i.e. at a regional or national level. …”
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PHYSIOLOGICAL AND BIOCHEMICAL ASPECTS OF OPTIMISING THE SOWING RATE OF SPRING AND WINTER Pisum sativum FORMS by Victor SHCHERBAKOV, Vyacheslav RUDENKO

“…The intensity of chlorophyll in the process was not a determining factor in the accumulation of organic biomass. …”
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IMPROVEMENT OF THE METHODOLOGICAL APPROACH TO ASSESSING THE IMPACT OF PUBLIC GOVERNANCE ON ENSURING THE ECONOMIC SECURITY OF THE STATE by L. Akimova, O. Akimov, I. Mihus, Y. Koval, V. Dmitrenko

“…It is to address this result that the issue of regulating the role and place of economic security in the general system of public administration mechanisms in Ukraine arises. …”
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The Effect of Agricultural Mechanization Services on the Technical Efficiency of Cotton Production by Yaxue Zhu, Guangyao Wang, Huijuan Du, Jiajia Liu, Qingshan Yang

“…As the process of agricultural modernization accelerates, exploring the impact of agricultural mechanization services on production technology efficiency has become a key issue for enhancing agricultural productivity and promoting sustainable agricultural development. …”
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Research into Robust Federated Learning Methods Driven by Heterogeneity Awareness by Junhui Song, Zhangqi Zheng, Afei Li, Zhixin Xia, Yongshan Liu

“…This metric is further employed to guide the model aggregation process through a heterogeneity-aware weighted strategy. …”
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PLOD3 as a novel oncogene in prognostic and immune infiltration risk model based on multi-machine learning in cervical cancer by Lingling Qiu, Xiuchai Qiu, Xiaoyi Yang

“…Abstract Cervical carcinoma (CC) remains a significant global health issue despite advancements in screening and treatment. …”
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Analysis of development of fetal hypoxia as a common complication of pregnancy and labor by E. V. Semeleva, O. A. Smirnova, E. A. Mironova

“…It is a consequence of various pathological processes in the body of the mother, fetus and in the placenta. …”
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Cropland suitability assessment evolution and outlooks by Shuai Bai, Yujia Chen, Bowen Fu, Meiqi Wu, Tonghui Yu, Xufeng Cui

“…Scientifically and rationally evaluating land suitability has thus emerged as a pressing issue demanding immediate attention, providing critical foundations for sustainable utilization and conservation of arable resources. …”
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Criminal policy in support of victims of terrorist crimes by Saeed Nasimi, Hamid Masjedsaraei, Mohammad Hassan Hassani

“…Right now، Terrorist crimes with variable figures and different victims threaten human life and cause descriptive-analytical research of this issue in this article that supports Efficient of terrorism offenders, what policies and measures are appropriate in criminal systems؟ According to the findings of the study, the real compensation of victims of terrorism based on the standards of international humanitarian law requires co-ordination and international action plans. …”
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A Mobile Application to Reduce Time to Calculate Medication Dosage and Medication Administration Errors in Simulated Pediatric and Neonatal Settings: A Research Protocol for a Cros... by Somaye Norouzi, Zahra Sarkohi, Leila Alizadeh, Leila Ahmadian

“…ABSTRACT Background Pediatric and neonate medication safety is a major issue. Children are at a higher risk of adverse drug events and medication errors than adults. …”
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Philosophical foundations of S. M. Solovyov?s professorial ministry by Dmitry Tsigankov

“…A certain challenge to Solovyov was the lack of consensus on this issue among professors and Westerners in the mid-1840s. …”
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Stress and Coping Strategies among Students: Review by J.A. Marakshina, V.I. Ismatullina, L.M. Marina

“… <p>Global socio-economic crises, new pandemics, climate disasters, and other large-scale factors create an unfavorable background for humanity, often involving painful processes that lead to significant changes in personality and the social situation of development. …”
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A 'synthetic-sickness' screen for senescence re-engagement targets in mutant cancer backgrounds. by Claire J Cairney, Lauren S Godwin, Alan E Bilsland, Sharon Burns, Katrina H Stevenson, Lynn McGarry, John Revie, Jon D Moore, Ceri M Wiggins, Rebecca S Collinson, Clare Mudd, Elpida Tsonou, Mahito Sadaie, Dorothy C Bennett, Masashi Narita, Christopher J Torrance, W Nicol Keith

“…As such, interest in the use of senescence-induction in a therapeutic context has been gaining momentum in the past few years; however, senescence and immortalisation remain underserved areas for drug discovery owing to a lack of robust senescence inducing agents and an incomplete understanding of the signalling events underlying this complex process. In order to address this issue we undertook a large-scale morphological siRNA screen for inducers of senescence phenotypes in the human melanoma cell line A375P. …”
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Crosstalk between ferroptosis and innate immune in diabetic kidney disease: mechanisms and therapeutic implications by Jinyang Wang, Haonan Shi, Ye Yang, Xueli Gong

“…Effective treatment and long-term management of DKD present significant challenges; thus, a deeper understanding of its pathogenesis is essential to address this issue. Chronic inflammation and abnormal cell death in the kidney closely associate with DKD development. …”
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Central adiposity and α-klotho: inflammatory mechanisms underlying aging biomarkers related to body roundness index by Rui Du, Xiaoyan Tang, Lei Guan, Yuchen Lai, Huijuan Xiang, Wei Huang

“…Abstract Background Obesity is a global health issue which has been widely accepted as an aging related pathogenesis. α-Klotho is a protein involved in aging process, mineral metabolism, insulin sensitivity, and the pathogenesis of various age-related diseases. …”
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Mi-maml: classifying few-shot advanced malware using multi-improved model-agnostic meta-learning by Yulong Ji, Kunjin Zou, Bin Zou

“…These approaches do not consider the integration of both processes or tailor the neural network and learning rate schedules to the specific task. …”
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Short-Term Building Electrical Load Prediction by Peak Data Clustering and Transfer Learning Strategy by Kangji Li, Shiyi Zhou, Mengtao Zhao, Borui Wei

“…Second, for peak/valley data clusters, an instance-based transfer learning (IBTL) strategy is used to transfer similar data from multi-source domains to enhance the target prediction’s accuracy. During the process, a two-stage similar data selection strategy is applied based on Wasserstein distance and locality sensitive hashing. …”
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