Methodology for assigning ESG ratings by D. V. Zhatikova, P. S. Scherbachenko

“…The article presents study results of methodologies for assigning indices and ESG rating, ESG ranking by the largest Russian rating agencies: Analytical Credit Rating Agency, National Rating Agency, Expert RA JSC, and the Russian Union of Industrialists and Entrepreneurs. …”
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Forwarding efficiency aware traffic scheduling algorithm based on deep reinforcement learning by Zongxuan SHA, Ru HUO, Chuang SUN, Shuo WANG, Tao HUANG

“…The software defined network separates the control plane from the data plane to achieve flexible traffic scheduling, which can use network resources more efficiently.However, with the increase of the number of flow entries, load rate, the number of connected hosts, and other factors, the forwarding efficiency of the SDN switch will be reduced, which will affect the end-to-end transmission delay.To solve the above problems, the forwarding efficiency aware traffic scheduling algorithm based on deep reinforcement learning was proposed.First, the switch state was integrated into the perception model, and the mapping relationship between switch state information and forwarding efficiency was established based on neural network.Then, combined with network state and traffic information, traffic scheduling policy was generated through deep reinforcement learning.Finally, the expert samples generated by the shortest path and load balance algorithms could guide the model training, which enabled the model to learn knowledge from expert samples to improve performance and accelerated the training process.The experimental results show that the proposed algorithm not only reduces the average end-to-end transmission delay by 15.31%, but also ensures the overall load balance of the network, compared with other algorithms.…”
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Раціональна антибіотикотерапія при інфекціях дихальних шляхів у дітей: сучасні рекомендації by O.O. Rechkina

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SPECIALISED FINANCIAL COMPANIES AS AN INSTRUMENT OF ASSET SECURITISATION by Anna I. Navalikhina

“…The purpose of the study is to summarize the opinions of the expert-scientific community and dive into the legislation and law enforcement practice of foreign jurisdictions in order to identify positive aspects of regulation, gaps in the current Russian legislation and problems in legal regulation. …”
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Evidence summary of lifestyle interventions in adults with metabolic dysfunction-associated steatotic liver disease by Mei-jing Chen, Ying Chen, Jin-qing Lin, Rong Hu, Dun Liu, Jing-yi Chen, Ka Li, Xiao-ying Jiang

“…The available research included clinical decisions, clinical practice guidelines, evidence summaries, systematic evaluation, expert consensus, and expert opinions. Two researchers independently evaluated the methodology of the studies, and evidence was subsequently extracted and grouped thematically. …”
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Automatic Comparative Chest Radiography Using Deep Neural Networks by Redwan Sony, Carolyn V. Isaac, Alexis Vanbaarle, Clara J. Devota, Todd Fenton, Joseph T. Hefner, Arun Ross

“…In this paper, we leverage the power of deep neural networks and expert domain knowledge to create a radiographic identification system based on AM and PM chest radiographs. …”
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Teaching in the Digital Age—Developing a Support Program for Nursing Education Providers: Design-Based Research by Stefan Walzer, Carolin Barthel, Ronja Pazouki, Helga Marx, Sven Ziegler, Peter Koenig, Christiane Kugler, Stefan Jobst

“…MethodsWe used a design-based research approach, incorporating iterative development with expert consultation to create and evaluate a support program for nursing education providers. …”
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Situational analysis on porcine diseases: general risk assessment and prioritization of epizootic threats to biosecurity systems of pig establishments in the Russian Federation by A. S. Oganesyan, M. A. Shibayev, O. N. Petrova, N. Ye. Baskakova, A. K. Karaulov

“…The results of the situational analysis on porcine diseases in the Russian Federation and the expert assessment prioritizing the list of porcine pathogens significant for the pig industry of the country are presented. …”
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The quality of early breast cancer diagnosis in urban women by doctors of adult polyclinics by V. A. Kozlov, B. A. Polyakov, D. L. Mushnikov, E. L. Funtikova, D. A. Nedavniy

“…The program of the study included the use of methods: expert, sociological, mathematical and statistical. …”
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Who is WithMe? EEG features for attention in a visual task, with auditory and rhythmic support by Renata Turkeš, Steven Mortier, Jorg De Winne, Jorg De Winne, Dick Botteldooren, Paul Devos, Steven Latré, Tim Verdonck

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Forensic Support of Pre-Trial Investigative and Inquiry Agencies’ Activities on Combating Crime by O. O. Yukhno

“…The issues of further dissemination and application in law enforcement and expert activities of molecular genetical examinations promising for pre-trial investigation, in particular methods of DNA analysis, have been separately and widely studied. …”
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A high-throughput ResNet CNN approach for automated grapevine leaf hair quantification by Nagarjun Malagol, Tanuj Rao, Anna Werner, Reinhard Töpfer, Ludger Hausmann

“…Additional validation between expert vs. non-expert on six varieties showed that non-experts contributed to over- and underestimation of the trait, with an absolute error of 0% to 30% and -5% to -60%, respectively. …”
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Advanced Machine Learning and Deep Learning Approaches for Estimating the Remaining Life of EV Batteries—A Review by Daniel H. de la Iglesia, Carlos Chinchilla Corbacho, Jorge Zakour Dib, Vidal Alonso-Secades, Alfonso J. López Rivero

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INFORMATION OPENNESS OF THE MUNICIPAL SYSTEM OF EDUCATION: THE EXPERIENCE OF SOCIAL AUDIT by Tatiana E. Zerchaninova, Olga V. Novgorodtseva

“…Research methods involve: description, analysis of documents, questionnaires, expert interviews, analysis of statistical data. Results. …”
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Analysis of Gas Pipeline Failure Factors Based on the Novel Bayesian Network by Machine Learning Optimization by Shuangqing Chen, Shun Zhou, Zhe Xu, Yongbin Liu, Bing Guan, Xiaoyu Jiang, Wencheng Li

“…However, the conditional probability table (CPT) determined by expert experience is often affected by subjective factors, leading to inaccurate evaluation results. …”
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Distribution of morphological traits in ornamental peach cultivars according to their priority by L. D. Komar-Tyomnaya

“…The identified new traits and gradations, which were absent in the previously accepted expert examination procedures, expand the conception of ornamental peach variability. …”
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Letter from the Editors: Revolutionaries for first aid education

“…Introduces the journal and its purpose: to shift the focus of firstaid from expert providers to learners and the community.…”
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Identifikasi Dan Pengendalian Hama Tanaman Jambu Air Dengan Pendekatan Case Based Reasoning Berbasiskan Sistem Pakar by Dasril Aldo

“…The community can consult using an expert system by selecting visible symptoms, and then the expert system will process the selected symptoms, then diagnose the types of pests that attack the guava plant and provide solutions in the form of prevention and control. …”
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Federated Learning Applications in Fingerprint and Finger Vein Recognition by Wang Yongchao

“…For example, the interpretability issue can be solved by implementing an expert system. The expert system uses its robust knowledge base and inference engine to track model behavior and derive reasonable explanations. …”
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A human-machine integrated optimization method for long walkway space by Yating Wang, Zijun Wang, Hui Wang

“…Through human-machine collaboration based on genetic algorithms and expert judgment, diverse schemes can be generated more quickly and the optimal solution can be effectively selected. …”
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