Crowd-based collaboration caching mechanism in smart identifier network by Haifeng LI, Wei QUAN, Nan CHENG, Hongke ZHANG, Xuemin SHEN

“…Smart identifier network (SINET) is an innovative network architecture.Through dynamic collaboration of service resource,function groups and physical components,the network scalability,resource utilization and service quality were effectively improved by SINET,and an effective solution for the development of industrial Internet of things(IoT) could be provided.To promote content delivery in resource-constrained IoT,caching function was introduced in network components by SINET,and the bandwidth waste caused by traffic redundancy in resource-constrained node could be reduced.Therefore,how to efficiently cache content became an important research topic.Based on SINET architecture,a crowd-based collaboration cache (C2Cache) mechanism was proposed in this scheme.According to the actual network topology,the caching function group was dynamically created and optimized by C2Cache,and a function group as crowd minimum unit to execute the maximum benefit cache (MBC) algorithm was defined to maximize the caching space efficiency.With the self-developed emulation system,named EmuStack,the performance of C2Cache was evaluated.The experimental results show that,comparing with LCE,Random,Prob Cache,LCD and Greedy caching mechanisms,the cache hit rate can be improved effectively,then the average access time can be reduced significantly by C2Cache.In the simulated network scenario,the performance increases 15% to 30%.…”
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IoT-Based Pest Detection in Agriculture Using Raspberry Pi and YOLOv10m for Precision Farming by Zarboubi Mohamed, Bellout Abdelaaziz, Chabaa Samira, Dliou Azzedine, Zeroual Abdelouhab

“…This study introduces an innovative pest detection and monitoring approach, centering on the Codling Moth (Cydia pomonella) as a model insect. …”
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Enhanced Seismic Structural Reliability on Reinforced Concrete Buildings by Using Buckling Restrained Braces by Victor Baca, Juan Bojórquez, Edén Bojórquez, Herian Leyva, Alfredo Reyes-Salazar, Sonia E. Ruiz, Antonio Formisano, Leonardo Palemón, Robespierre Chávez, Manuel Barraza

“…It requires the use of innovative devices to enhance the seismic behavior of concrete buildings. …”
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THE ROLE OF CROWDFUNDING IN THE FUTURE OF UKRAINE: PROBLEMS AND PROSPECTS by Natalia Grebeniuk, Mariana Shvayko, Kateryna Tykhomyrova

“…Each of them reveals the value of crowdfunding as a tool for supporting modern art, innovative technologies, charitable gatherings and organizations, political ideas in the form of projects. …”
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Rapid detection of drug abuse via tear analysis using surface enhanced Raman spectroscopy and machine learning by Yingbin Wang, Yulong Huang, Xiaobao Liu, Chishan Kang, Wenjie Wu

“…This study introduces an innovative approach to drug abuse screening by quickly detecting ephedrine (EPH) in tears using drop coating deposition-surface enhanced Raman spectroscopy (DCD-SERS) combined with machine learning (ML). …”
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Restructuring of Rural Governance in a Rapidly Growing Resource Town: The Case of Kitimat, BC, Canada by Laura Ryser, Greg Halseth, Sean Markey

“…The town has become more entrepreneurial and innovative to strengthen and diversify their economy. …”
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Nature’s magic: how natural products work hand in hand with mitochondria to treat stroke by Lin Cheng, Shangbin Lv, Chengkai Wei, Sucheng Li, Hao Liu, Yong Chen, Zhaoliang Luo, Hongyan Cui

“…Additionally, they regulate ferroptosis, mitochondrial fission, and promote mitochondrial autophagy and trafficking, further enhancing neuronal protection.ConclusionAs multi-target chemical agents, natural products offer high efficacy with fewer side effects and present promising potential for innovative stroke therapies. Future research should further investigate the effectiveness and safety of these natural products in clinical applications, advancing their development as a new therapeutic strategy for stroke.…”
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Inevitable Choice for Survival: The Last Ottoman Grand Strategy by Murat TOMAN, Fikrettin YAVUZ

“…Within historical context, this paper designed to discuss Mahmud II’s innovative and visionary grand strategic approach in detail. …”
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Weather Support for the 2008 Olympic and Paralympic Sailing Events by Yan Ma, Rongzhen Gao, Yunchuan Xue, Yuqiang Yang, Xiaoyun Wang, Bin Liu, Xiaoliang Xu, Xuezhong Liu, Jianwei Hou, Hang Lin

“…During the period of OPSC, almost one hundred people were involved in the weather service with innovative service concept, and the weather support was found to be successful and helpful to the OPSC.…”
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Could the Incentive Policy of Shared Parking Be Sustainable? The Viewpoint of Personal Risk Aversion by Liangpeng Gao, Yue Zheng, Wenliang Jian, Yanjie Ji, Dounan Tang

“…This paper discusses an innovative mechanism of shared parking, “FlexPass,” which applies a reverse auction in which drivers propose bids in line with their individual expectations to share their idle parking spaces. …”
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Analyzing environmental delivery of industrial technology and energy use-loss in China by Mustafa Naimoğlu, Andrew Adewale Alola

“…Based on these findings, policymakers should focus on technological innovations that help decrease energy losses and fossil fuel consumption within the industrial sector.…”
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Rethinking spatial-temporal contrastive learning for Urban traffic flow forecasting: multi-level augmentation framework by Lin Pan, Qianqian Ren, Zilong Li, Xingfeng Lv

“…In light of these challenges, this paper proposes an innovative Urban Spatial-Temporal Graph Contrastive Learning framework (UrbanGCL) to improve the accuracy of urban traffic flow forecasting. …”
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Behaviour of Foam Concrete under Impact Loading Based on SHPB Experiments by Yongliang He, Mingshi Gao, Hongchao Zhao, Yichao Zhao

“…This paper presents an innovative method for using foam concrete as a typical building material for soft structures in underground coal mines subjected to dynamic loading. …”
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O método design thinking como instrumento de sustentabilidade urbana. Uma proposta aplicada para a questão do descarte irregular de resíduos na cidade de Uberlândia, MG, Brasil.... by Leticia Del Grossi Michelotto, Fernando Luiz Araujo Sobrinho

“…The aim of this work is to propose innovative solutions for urban planning using the theory of the design thinking method with the proposal to minimize impacts in the search for an ideal of urban sustainability. …”
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Graph Energy Variants and Topological Indices in Platinum Anticancer Drug Design: Mathematical Insights and Computational Analysis with DFT and QTAIM by Suha Wazzan, Nurten Urlu Ozalan

“…Overall, this study presents an innovative approach that bridges graph energies, topological indices, and DFT with the properties (physical and chemical) of platinum anticancer drugs, offering insights into their molecular properties and potential for enhanced drug design.…”
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scSMD: a deep learning method for accurate clustering of single cells based on auto-encoder by Xiaoxu Cui, Renkai Wu, Yinghao Liu, Peizhan Chen, Qing Chang, Pengchen Liang, Changyu He

“…Conclusion This study underscores the potential of deep learning-specifically the SMD model-in advancing single-cell RNA sequencing data analysis. By integrating innovative computational techniques, the SMD model provides a powerful framework for unraveling cellular complexities, enhancing our understanding of biological processes, and elucidating disease mechanisms. …”
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The Spatial-Temporal Canvas That We Call the Stage: Text and Performance in Final Solutions by Ananya Ghoshal, Manivendra Kumar

“…Scholars Jisha Menon (2013) and Aparna Dharwadker (2005) commend Dattani’s ‘innovative’ dramaturgy for realistically representing the urban-middle-class home along with the complex social issues pervading this social milieu. …”
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Global trends in digital transformation and media positioning of universities in social networks by O. N. Tomyuk, A. V. Diachkova, A. N. Novgorodtseva

“…For modern universities, social media is a competitive environment and a platform to increase their brand awareness in global and national rankings and promote educational, scientific and innovative services to a social media audience using marketing tools. …”
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A Deep Learning-Based Approach to Garbage Detection in urban centers by Slvar Abdulazeez Arif, Abubakar M. Ashir

“…The proposed method is an innovative way that address environmental concerns through the integration of artificial intelligence (AI) and image recognition technology. …”
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Foreign Language and Individualization of Student Training: Realities, Trends, Options by Irina V. Leushina, Igor O. Leushin

“…In the light of the Federal Target Program for the De velopment of Education for 2016–2020, the authors conclude that the multifunctional foreign language communicative competence plays a special role in the process of forming a holistic competence-based portrait of a graduate of a higher educational institution, considering the three main trends characteristic of the transition to an updated educational system: direct participation in the educational process of all stakeholders (students, teachers, representatives of professional communications, employers); the need to create and operate an innovative information and educational environment, taking into account the possibility of modeling real professional tasks; personal orientation and individualization of the preparation of students with the growing role of the learner in the educational process. …”
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