Synchronization in Fractional-Order Delayed Non-Autonomous Neural Networks by Dingping Wu, Changyou Wang, Tao Jiang

“…Fractional-order dynamics, characterized by their ability to capture memory effects and non-local interactions, introduce additional layers of complexity to the synchronization problem. …”
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Machine Learning in Smart Buildings: A Review of Methods, Challenges, and Future Trends by Fatema El Husseini, Hassan N. Noura, Ola Salman, Khaled Chahine

“…It explores the diverse applications of ML techniques in critical areas such as energy forecasting, non-intrusive load monitoring (NILM), and predictive maintenance. A thorough analysis then identifies key challenges that impede widespread adoption, including issues related to data quality, privacy concerns, system integration complexities, and scalability limitations. …”
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Coal Seam Roof and Floor Lithology Prediction for Underground Coal Gasification Based on Deep Residual Shrinkage Network by Jialiang Guo, Ruizhao Yang, Fengtao Han

“…A comparative analysis between the DRSN and other newer lithological prediction models is conducted. …”
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Developing a strategic framework for airline destination selection: A multi-criteria decision-making approach applied to Turkish airlines by Filiz Mizrak, Kagan Cenk Mizrak, Gonca Reyhan Akkartal

“…The purpose of this study is to develop a comprehensive decision-making framework that airlines can use to strategically select new destinations, demonstrated here with a case application for Turkish Airlines. Addressing the complexities of route expansion, the study integrates the Entropy weighting method with the 2-Tuple Linguistic T-Spherical Fuzzy Decision by Opinion Score Method (2TLTS-FDOSM) to evaluate potential destinations across critical criteria, including market demand, economic impact, and regulatory environment. …”
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A collaborative auditing scheme with dynamic data updates based on blockchain by Jie Xiao, Hui Huang, Chenhuang Wu, Qunshan Chen, Zhenjie Huang

“…For data update, we introduce the Pseudo Index Linked List(PIL) index management structure, which reduces the size of the index management structure to adapt to the blockchain's characteristics and makes the update operation have a constant time complexity. Through a complete security analysis and performance evaluation, we proved the security and effectiveness of the scheme.…”
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Use of TED Talks video materials in teaching oral liaison interpreting in a non-language university by Maria Valerievna Belorukova, Marina Vianorovna Zolotova

“…The main research method is system analysis. The result of the research is the experience of implementing interpretation training with TED Talks on the example of groups with Intermediate proficiency level and higher. …”
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APPLICATION OF THE EVOLUTIONARY PARADIGM TO DESIGNING ARCHITEСTURE OF A NEURAL NETWORK FOR RECOGNIZING THE DISTORTED TEXT by Y. A. Bury, D. I. Samal

“…Nevertheless, the traditional heuristic approaches to design of multi-layer neural networks are based on the recombination of already existing neural network architectures.This approach allows us to solve a wide range of problems, but implies compliance with specific conditions for the quality work of algorithms.The natural analogues of such intelligent systems in living nature, however, are universal enough to adapt to virtually any habitat.Despite their extreme complexity and limited ability to study their structures, it is known that these structures were formed as a result of the evolutionary process. …”
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Assessment of ChatGPT-4 in Family Medicine Board Examinations Using Advanced AI Learning and Analytical Methods: Observational Study by Anthony James Goodings, Sten Kajitani, Allison Chhor, Ahmad Albakri, Mila Pastrak, Megha Kodancha, Rowan Ives, Yoo Bin Lee, Kari Kajitani

“…The AI was presented with a series of ABFM-type examination questions, reflecting the breadth and complexity typical of the examination. Emphasis was placed on assessing the AI’s ability to interpret and respond to these questions accurately, leveraging its advanced data processing and analysis capabilities within this controlled subenvironment. …”
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Integrating analytical statistical models, sequential pattern mining, and fuzzy set theory for advanced mobile app reliability assessment by Олександр Шматко, Олексій Коломійцев, Володимир Федорченко, Ірина Михайленко, Вячеслав Третяк

“…It is recommended to change the model to take into account the constantly changing characteristics of mobile applications and their increasing complexity. In addition, it is advisable to conduct additional research to improve the data mining methods used in the model and explore the possibility of integrating artificial intelligence for more advanced software reliability analysis. …”
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Review of advancements in wall climbing robot techniques by Junru Zhu, Yongqiang Zhu, Pingxia Zhang

“…The control strategies employed in wall-climbing robots and their perception abilities were also examined in this review. Possible challenges ahead for wall-climbing robots include the optimization of their robustness and adaptability to complex environments, which are crucial for optimizing the robot's efficiency.…”
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Enhancing the functional content of eukaryotic protein interaction networks. by Gaurav Pandey, Sonali Arora, Sahil Manocha, Sean Whalen

“…Protein interaction networks are a promising type of data for studying complex biological systems. However, despite the rich information embedded in these networks, these networks face important data quality challenges of noise and incompleteness that adversely affect the results obtained from their analysis. …”
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Personal Development Planning of the UK Students: Implementation Models by N. Yu. Shaposhnikova

“…The models presented in the article may serve as an instrument for the analysis of higher education individualization practices, and for the designing of flexible learning programmes, which take into account students’ individual abilities and learning needs.…”
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Protein function prediction using GO similarity-based heterogeneous network propagation by Sai Hu, Bihai Zhao

“…Rigorous case studies on proteins with shared domains, such as AAA + ATPases, demonstrated GOHPro’s ability to resolve functional ambiguity by leveraging contextual interactions and modular complexes. …”
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Mission: Dexterous Functionality—Redesigning the Palmar Configuration Paradigm of Underactuated Prosthetic Hands by Vignesh Sompur, Varadhan SKM, Asokan Thondiyath

“…The design of prosthetic hands presents inherent complexities and contradictions that require careful resolution during the initial design phase to achieve a functional solution. …”
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Implant-Derived <i>S. aureus</i> Isolates Drive Strain-Specific Invasion Dynamics and Bioenergetic Alterations in Osteoblasts by Lei Song, Lea-Sophie Schwinn, Juliane Barthel, Vanessa Ketter, Philipp Lechler, Uwe Linne, Ardawan J. Rastan, Sebastian Vogt, Steffen Ruchholtz, Jürgen R. J. Paletta, Madeline Günther

“…However, analysis of invasion capabilities identified better invasion conditions for <i>S. aureus</i> isolates with the SaOS2 osteoblastic cells. …”
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AI-Driven Integrated System for Burn Depth Prediction With Electronic Medical Records: Algorithm Development and Validation by Md Masudur Rahman, Mohamed El Masry, Surya C Gnyawali, Yexiang Xue, Gayle Gordillo, Juan P Wachs

“…ConclusionsThe storage of multimodal imaging data within the EMR, along with the ability for post hoc analysis by AI algorithms, offers significant advancements in burn care, enabling real-time burn depth prediction on currently available data. …”
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Applied Time Series Analyses (2000–2017) of <i>Vibrio vulnificus</i> and <i>Vibrio parahaemolyticus</i> (Pathogenic and Non-Pathogenic Strains) in the Eastern Oyster, <i>Crassostre... by Antonietta Quigg, Aurora Gaona-Hernández, Mona S. Hochman, Sammy M. Ray, John R. Schwarz

“…</i> These results reveal some of the complexity of interannual and long-term patterns of pathogens in oysters. …”
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Intervention effect and mechanism of Dracocephalum moldavica L. extract on bleomycin-induced pulmonary fibrosis in rats by Xiaoyu SUN, Li CHEN, Ruifang GAO, Hui YU, Min JIN

“…BackgroundExposures to environmental pollution and specific occupational hazards exacerbate pulmonary fibrosis which has a complex pathogenesis and lacks effective therapeutic drugs. …”
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A Sociological Study of Monetary Attitudes among Citizens of Tehran by Nahid Abdoli, Asadollah Babaiefard

“…Recent sociological research presents money as an enigmatic social phenomenon, prompting scholars to explore the social implications of complex financial systems characterized by the tension between centralized monetary unions and diverse local currencies. …”
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Assessment Instrument Development for Maharah Qira'ah: A Case Study on Qira'ah Rasyidah Book Volume 5 by Amy Fitriani Siregar, Muhajir Muhajir, Septika Bayzura, Kamilatus Salsabila, Alin Safaraz Himam, Nila Alfiroh

“…The primary data source consisted of an in-depth analysis of the materials in Qira'ah Rasyidah volume 5, focusing on its content structure, language complexity, and the absence of assessment instruments. …”
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