Educating people with special needs in the Volga Federal District by Elena Anatolyevna Karasik, Iuliia Vitalievna Seregina, Ramziya Nurgalievna Gubaydullina, Ramil Haevich Yagudin

“… Special education is defined as the process of educating students in a way that provides accommodations that address their differences, disabilities, and special needs. …”
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Aesthetics and Philosophy of the Performance Interpretation of the Author's Concept of a Musical Work by Vіtalіi ZAIETS, Oksana ZAIETS

“…This division is quite conditional as these processes occur simultaneously and interact with each other. …”
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Reliability evaluation of wireless multimedia sensor networks based on instantaneous availability by Yi Yang, Sixin Wang, Wei Xu, Kunlun Wei

“…With the widespread application of wireless multimedia sensor networks, the issue of network reliability has attracted more and more attention. …”
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Optimizing XGBoost Hyperparameters for Credit Scoring Classification Using Weighted Cognitive Avoidance Particle Swarm by Atul Vikas Lakra, Sudarson Jena, Kaushik Mishra

“…Extreme Gradient Boosting (XGBoost) overcomes the issue of overfitting in decision trees by integrating multiple tree models. …”
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Reliability Evaluation Method for Electricity Meters with Competitive Failures Under Arid High Temperature by ZHANG Wei, LI Ning, CHEN Min, HE Shuai

“…How to carry out the research on the life and reliability of smart electricity meters (SEMs) with the help of typical environmental test bases is a hot and challenging issue in the current industry. In view of the problems of a small amount of failure time, sudden failure and degradation failure of SEMs in the typical environment test base of high dry heat, the classical and Bayes evaluation methods of SEMs reliability are constructed considering the random truncation of the fault data. …”
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EDUCATIONAL AUTONOMY AS AN IMPORTANT PREREQUISITE FOR THE FORMATION OF FUTURE PHDS’ RESEARCH COMPETENCE IN THE CONDITIONS OF POSTGRADUATE STUDIES by Oliinyk Iryna

“…The purpose of this research is to examine the concept of “learning autonomy” as an effective method of increasing the awareness of future PhD candidates in the process of developing research competence in terms of postgraduate studies. …”
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Some Views on the EU’s Conditionality and Pre-Accession Policies for the Central and Eastern European Countries by Oana Mocanu

“…The end of the Cold War has brought to the European public attention the issue of the ‘forgotten countries’ of the Eastern part of Europe. …”
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The Most Important Risks Resulting From The Computerization of Smart Decisions by Ayman Nayef Al Halaybeh, Khaldoun Besoul, Safwan al Salaimeh

“…The risks of automation in making "smart" decisions are among the most critical problems facing the modern world, as the issue of digitizing all areas of society is an integral part of it. …”
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Confidence in consent: the use of a patient information leaflet as a tool for consent for regional anaesthesia – a service improvement project by Emma Lennon, Shanika Wijayaratne, Abigail Walsh, Sherife El Mahgoub

“…However, informed consent remains a critical issue, particularly given the rising litigation claims related to peripheral nerve blockade. …”
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Automation of the Peak Fitting Method in Bone FTIR Microspectroscopy Spectrum Analysis: Human and Mice Bone Study by Marc Gardegaront, Delphine Farlay, Olivier Peyruchaud, Hélène Follet

“…., boundary limits), thus implying a time-consuming and redundant analysis process. To solve this issue, software has been developed based on several algorithms to automate the analysis. …”
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Residual Stress Distribution in Selective Laser Melting of SS316L Parts by Harinadh Vemanaboina, Paolo Ferro, B. Sridhar Babu, Edison Gundabattini, Kaushik Kumar, Filippo Berto

“…The undesired residual stress induced in the components during layer-by-layer melting and solidification of the metal powder is an important issue related to the selective laser melting (SLM) process that needs to be studied deeply. …”
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The Role of Noninvasive Techniques in Stroke Therapy by Daniel Maxwell Bernad, Julien Doyon

“…The first part of this review will briefly survey some of the methodological issues and limitations related to noninvasive poststroke motor recovery studies. …”
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Big-Data-Driven Transformations in Biomedical Research Paradigm by Jianhui LI, Ning YANG

“…We are currently witnessing a golden era of artificial intelligence for science, marked by a continuous emergence of new algorithms capable of processing diverse biological data sources, and novel tools for uncovering and understanding physiological and pathological knowledge. …”
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Near-Optimal Diagnosis System Deployment in Wireless Sensor Networks by Shuo Lian, Jizhong Zhao, Xu Zhao

“…To address the above issues, we propose a solution for the multidimensional diagnosis nodes selection problem and give the corresponding upper bound. …”
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EVALUATION OF DATA COLLECTION TREE ROUTING PROTOCOLS FOR WIRELESS SENSOR NETWORKS by Do Huy Khoi

“…This study addresses efficiency issues such as energy savings and the maintenance of high data packet delivery rates under mobile network node conditions. …”
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TEDformer: Temporal Feature Enhanced Decomposed Transformer for Long-Term Series Forecasting by Jiayi Fan, Bingyao Wang, Dong Bian

“…However, Transformer-based models, such as Autoformer, have not fully considered the local temporal features of the sequence, and have not addressed the impact of sequence anomalies on decomposition and the processing of trend terms. To address these issues, we combined the excellent performance of the time convolutional neural network (TCN) on time series data and the advantages of the STL inner-outer loop decomposition to design the TEDformer, a Transformer prediction model enhanced with global and local temporal features. …”
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An analysis on the revoking mechanisms for JSON Web Tokens by László Viktor Jánoky, János Levendovszky, Péter Ekler

“…One of the obstacles still preventing the wide-spread use of JSON Web Token–based access control is the problem of invalidating the issued tokens upon clients leaving the system. Token invalidation presently takes a considerable processing overhead or a drastically increased architectural complexity. …”
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Steering nonlocality in high-speed telecommunication system without detection loophole by Qiang Zeng, Huihong Yuan, Haoyang Wang, Lai Zhou, Zhiliang Yuan

“…Abstract Nonlocal correlation represents the key feature of quantum mechanics, and is an exploitable resource in quantum information processing. However, the loophole issues and the associated applicability compromises hamper the practical applications. …”
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Examining Deep Learning Techniques for Ethical Artificial Intelligence: Cleansing Malicious Comments from Users by Ji Woong Yoo, Kyoung Jun Lee, Arum Park

“…The focus of this research is to explore the potential of deep learning techniques in addressing these issues and enhancing the ethical nature of AI systems. …”
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Mapping and Analysis of the Sorghum Value Chain in Tehuledere District, Amhara Region, Ethiopia by Wondale Habtamu Teferi

“…The current value chain has Input Suppliers, Producers/Farmers, Wholesalers/Distributors, Transporters, Processors, and Consumers. Some issues were identified as input supply with some inefficiency and marketing and processing channels as supply was interrupted and producer prices were low. …”
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