Research and development of hash retrieval technology based on deep learning by Mingwen YUAN, Jiangbo QIAN, Yihong DONG, Huahui CHEN

“…In the era of big data,data shows the characteristics of high dimension,large amount and rapid growth.How to efficiently retrieve similar data from a large amount of complex data is a research hotspot.By mapping data to binary codes,the hashing technique can significantly accelerate the similarity calculation and reduce storage and communication overhead during the retrieval process.In recent years,deep learning has shown excellent performance in extracting data features.Deep learning-based hash retrieval technique has the advantages of high speed and accuracy.The methods and advanced development of deep learning hashing were mainly summarized,and the future of research direction was briefly discussed.…”
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Pathophysiology and Treatment of Psoriasis: From Clinical Practice to Basic Research by Yujie Gao, Tianqi Xu, Yu Wang, Yanjinhui Hu, Shaoping Yin, Zhiguo Qin, Hua Yu

“…Current psoriasis diagnoses are primarily clinician-dependent, with instrumental diagnostics serving as adjuncts. Ongoing research is progressively deciphering its molecular underpinnings; the future of psoriasis diagnostics may involve genetic and immunological profiling to pinpoint biomarkers, enabling more accurate and timely interventions. …”
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Research Developments in Generative Adversarial Networks for Image Restoration and Communication by Zhou Peng

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Research on Self-Monitoring Method for Anomalies of Satellite Atomic Clock by Lei Feng, Guotong Li

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Research on the Optimization of Agricultural Industry Structure Based on Genetic Algorithm by Lingxiao Liu

“…By examining the water balance of submerged irrigation, an optimization model of the agricultural industry structure was developed using genetic algorithms, and the model was solved using an accelerated genetic algorithm. Developing the research findings may provide scientific and technological support for adjusting the planting structure and formulation of irrigation systems in the Jianghuai Hills and Tangba irrigation area between the upper reaches of the Huaihe River and Xinyang, as well as significant practical guiding significance and application value.…”
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Research on Data Modeling Platform Based on Big Data of Telecom by Leiming Shen, Zhiming Bie

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Experimental Research of the Influence of Microfracture Morphology on Permeability of Shale Rock by Xiaohe Huang, Yunqian Long, Yuyi Wang, Ming Yue

“…The permeability of the shale rock with a large initial permeability is restored by 14.7%, while the shale rock with a small initial permeability is only recovered to 5.2% in the pressure unloading stage, which is attributed to the closure of fractures, especially the loss of fracture width. This research can provide some new insights for the production prediction of shale gas reservoir after fracturing.…”
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Towards greener and more sustainable pre-clinical oncology research by Cian Campion, Linda Robertson, Ian Stansfield, Valerie Speirs

“…Abstract Single-use plastics (SUPs) are used widely in cancer research laboratories. They are cheap, durable, and lightweight, and until now have been considered disposable items. …”
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Artificial Intelligence in Dyslexia Research and Education: A Scoping Review by Jia Rong Yap, Thirishankari Aruthanan, Mellisa Chin

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Research of Digital Closed-loop Manufacturing Technology of Curvic Coupling by Zhiyong Wang, Zhixiong Xiao, Yu Zhang, Xin Liu

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In conversation: photographic curatorship and photographic cultures in museums and research institutions by Elizabeth Edwards, Costanza Caraffa, Ruth Quinn

“…Caraffa has developed leading approaches to the interaction between photographic, archival and academic practice, advocating for archives as places where research is generated, not only through the act of managing, categorising and re-categorising photographs.…”
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Research on Design of Extending Orthogonal Space-Time Block Code by Adan Ding, Fei Long, Zhuoyue Li

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Research on network slicing security for 5G mMTC by Zijun XU, Jianwei LIU, Geng LI

“…With the emergence of new 5G business, architecture and technology, more and more researchers pay attention to security issues and potential security risks.Massive machine type communication is one of the three major application scenarios of 5G.It provides high performance such as large connection and low power consumption.Due to factors such as limited resources of MTC equipment, it may also weaken the security of 5G networks.At the same time, different scenarios and applications have obvious demands for network performance, service quality and security level.The flexibility of 5G networking is realized by network slicing technology.It meets the diversity and customization of 5G network services, but also brings new security threats.5G commercial rapid development.The number of IoT devices has increased exponentially.In order to ensure that 5G networks provide more efficient and safe on-demand services, it is particularly important to study the security mechanism and strategy of network slicing for 5G mMTC application scenarios.Therefore, the characteristics and security requirements of 5G mMTC were analyzed.The main security threats of network slicing were listed.In view of the above security requirements and threats, the contribution and deficiency of existing security schemes around the aspects of specific network slice authentication, slice security isolation, security management and arrangement were summarized and expounded.And the future research in this field was prospected.A SM2-based secondary authentication and security isolation model for 5G mMTC network slicing was proposed.This model framework meeted the efficiency of large-scale authentication for 5G devices and users by introducing batch authentication and pre-authentication mechanisms.By hierarchical encryption of different communication data, the security isolation between 5G mMTC network slices was realized.The performance and security of the model were also analyzed.…”
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Experimental research of a rod glued along wood fibres by F. S. Shkoliar, A. G. Nikitin, A. I. Zatsepina

“…Introduction. The objects of the research are experimental specimens of glued laminated wood with a steel rod glued along the wood fibres in each of them. …”
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Research on Freeze-thaw Resistance of High-strength Porous Concrete by NIE Qingnian, YANG Yongmin, LIU Xiaofei, LI Haibo, LYU Kai

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Research on reconfigurable service carrying network active protection algorithms by Ning QI, Bin-qiang WANG, Zhi-ming WANG

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Engaging with Three Predicaments of Transnational Migration Research in the Postcolonial Condition by Liina Mustonen, Stephan Scheel

Subjects: “…decolonial research…”
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Research on Green Construction Technology and Management Systems in Engineering Projects by Lyu Zhongye

“…This study primarily explores the current research on green construction technologies and management systems and their similarities and differences compared to traditional construction practices. …”
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Application and Research Progress of Fat Substitutes in Meat Products Processing by Wantian XU, Yujuan XU, Cong LI, Hui ZHOU, Xiangjie MA, Baocai XU

“…In recent years, fat substitutes have become one of the current research hotspots for low-fat processing of meat products. …”
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THEORETICAL RESEARCH REGARDING THE RISK-FREE WORK OF THE GANTRY CRANES by GHEORGHE N. RADU, IOANA SONIA COMĂNESCU

“…Journal of Engineering Studies and Research…”
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