A robust encrypted traffic identification scheme based on graph neural network by LI Mengxiang, PENG Chuang, WANG Hao, HUANG Chaoming, TAN Xiaobin

“…A robust traffic recognition algorithm based on graph neural networks was proposed for achieving accurate traffic recognition in practical network scenarios. …”
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A Dual-Hierarchy Synchronization Method for Signal Preambles with High Detection Rates for Satellite-Based ADS-B Receivers with Different Sensitivities by Xinhui Jian, Xuejun Zhang, Jianxiang Ma, Weidong Zhang

“…Existing methods are unable to achieve high detection rates and low false alarm rates of satellite-based Automatic Dependent Surveillance-Broadcast (ADS-B) signal preambles at extremely low signal-to-noise ratios (SNRs) using limited on-star resources. …”
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Beam steering by two vertically faced metasurfaces using polarization free unit cells with three operating modes by Mohammadreza Jahangiri, Hossein Soleimani, Mohammad Soleimani

“…It is demonstrated that both absorption reflection mode and phase shift mode are achieved within a specific frequency band. The simulations demonstrate that an appropriate absorption level, reaching − 10 dB, is achieved in absorption mode. …”
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Hybrid-chain-based supervision scheme for privacypreserving trading system by Xuedan JIA, Longxia HUANG, Pujie JING, Liangmin WANG, Xiangmei SONG

“…Due to its characteristics of decentralization, transparency, and security, blockchain technology is widely used in finance, the Internet of Things, and supply chain.However, along with the opportunities it brings, the application of blockchain technology also presents new challenges.On one hand, traditional centralized regulatory methods can undermine the decentralized and autonomous nature of blockchain, creating regulatory dilemmas.On the other hand, blockchain-based systems require privacy protection as transactions often contain sensitive information beyond currency amounts.Failure to protect privacy can result in information leakage and make it difficult for authorities to monitor transactions.To address these challenges and enable regulation in privacy-preserving blockchain-based trading systems, a hybrid chain framework was proposed.This framework incorporated a multiple committee-based approach for general cross-chain regulation.Separate committees were established for the supervision chain and service chain.The service chain committee handled service chain data, generating and sending proofs to the supervision chain to achieve private supervision.In addition to single-chain regulation, cross-chain communication committees and supervision committees collaborated to achieve cross-chain transaction supervision among different service chains.Through a security analysis, it is proven that the proposed scheme is secure when each module meets its security requirements.Experimental evaluations have been conducted to demonstrate the feasibility of the proposed scheme, showing that it achieves cross-chain supervision at a low cost and is scalable.…”
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Effectiveness of Vildagliptin in Clinical Practice: Pooled Analysis of Three Korean Observational Studies (the VICTORY Study) by Sunghwan Suh, Sun Ok Song, Jae Hyeon Kim, Hyungjin Cho, Woo Je Lee, Byung-Wan Lee

“…The effectiveness endpoint was the proportion of patients who achieved a glycemic target (HbA1c) of ≤7.0% at 24 weeks. …”
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Dual Circularly Polarized Patch Antenna with Improved Interport Isolation for S-Band Satellite Communication by Haq Nawaz, Ahmad Umar Niazi, Mansoor Ahmad

“…The dual-port, planar antenna is based on a square-shaped radiator with trimmed corner to achieve CP characteristics (RHCP and LHCP) for excitations from respective ports. …”
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Multi-omics investigation of high-transglutaminase production mechanisms in Streptomyces mobaraensis and co-culture-enhanced fermentation strategies by Huanan Chang, Ziyu Zheng, Hao Li, Yanqiu Xu, Gengyao Zhen, Yao Zhang, Xidong Ren, Xidong Ren, Xinli Liu, Xinli Liu, Deqiang Zhu, Deqiang Zhu

“…Transglutaminase (TGase) has been widely applied in the food industry. However, achieving high-yield TGase production remains a challenge, limiting its broader industrial application. …”
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Introducing a Markov Chain-Based Energy Awareness Approach for Cloud Data Center Virtual Machine Dynamic Management by Xinbin Huang, Yu Huang, Cecılıa. Mercado

“…Dynamic management of virtual machines (VMs) in cloud data centers is essential for achieving flexibility, efficiency, and high productivity in cloud systems. …”
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Bioconversion of High Concentrations of Hydrogen Sulfide to Elemental Sulfur in Airlift Bioreactor by Mohamed Abdel-Monaem Zytoon, Abdulraheem Ahmad AlZahrani, Madbuli Hamed Noweir, Fadia Ahmed El-Marakby

“…Elemental sulfur recovery up to 95% was achieved under oxygen limited conditions (DO < 0.2 mg/L) and at higher pH values. …”
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CORRELATION BETWEEN READING STRATEGIES AND READING MOTIVATION TO READING COMPREHENSION OF THE THIRD SEMESTER STUDENTS AT THE ENGLISH EDUCATION STUDY PROGRAM OF STAIN PALANGKA RAY... by Santi Erliana

“…The data were taken from reading strategies and reading motivation questionnaires and reading achievement test. The finding indicates the significant simultaneous correlation between reading strategies and reading motivation toward reading comprehension of the third semester students. …”
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Double-Cropping Systems Based on Maize, Sorghum, and Alfalfa: Impact of Annual Combination on Biomass and Nutritional Yield by Zhongya Ji, Yu Shi, Liqiu Jiang, Xiaoshan Wang, Guanglong Zhu, Guisheng Zhou

“…The maize/alfalfa combination achieved significantly higher nutritional yields compared to those of the sorghum/alfalfa combination. …”
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Predictor-Based CACC Design for Heterogeneous Vehicles With Distinct Input Delays by Amirhossein Samii, Nikolaos Bekiaris-Liberis

“…We develop a predictor-based cooperative adaptive cruise control (CACC) design for platoons with heterogeneous vehicles, whose dynamics are described by a third-order linear system subject to actuators delays, which are distinct for each individual vehicle. The design achieves individual vehicle stability, string stability, and zero, steady-state speed/spacing tracking errors, relying on a nominal, constant time headway (CTH)-type CACC design that achieves these specifications when all actuators&#x2019; delays are zero. …”
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Update of Immunomodulatory Therapy for Inflammatory Bowel Disease by Charles N Bernstein

“…Purine analogues have proven efficacy in achieving and maintaining remission in both Crohn’s disease and ulcerative colitis. …”
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Elevated BP180 ELISA at Diagnosis Correlates with Disease Severity and Relapse in Oral Mucous Membrane Pemphigoid: Preliminary Results from a Retrospective Monocentric Italian Stud... by Andrea Gabusi, Davide B. Gissi, Roberto Rossi, Federica Filippi, Camilla Loi, Cosimo Misciali, Giacomo Clarizio, Michelangelo La Placa, Federico Bardazzi

“…Clinical severity at diagnosis was measured using the oral disease severity score (ODSS). Only patients who achieved clinical remission (CR) were included in the analysis of variables related to relapse. …”
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Measuring women's empowerment in aquaculture in northwestern Bangladesh using a project level women's empowerment in fisheries index (pro-WEFI). by Rahma I Adam, Surendran Rajaratnam, Farha Deba Sufian, Lucy Njogu

“…Only 33% of the women and 48% of the men in the sample achieved empowerment in aquaculture, attaining scores of 0.75 and above. …”
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A Comparison of Machine Learning Algorithms for Predicting Alzheimer’s Disease Using Neuropsychological Data by Zakaria Mokadem, Mohamed Djerioui, Bilal Attallah, Youcef Brik

“…Most models for the CNvsAD subset achieved the highest accuracy (97.74%), while GB achieved the best performance (94.98%) for the CNvsMCI subset. …”
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Intra-structural processes of accounting and financial results control as a tool for improving the efficiency of accounts receivable management by A. V. Fedorov, T. M. Rogulenko

“…The authors substantiate the importance of accounts receivable management in building effective enterprise management and achieving the greatest efficiency of the enterprise. …”
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An Energy-Efficient Pipeline-SAR ADC Using Linearized Dynamic Amplifiers and Input Buffer in 22nm FDSOI by Bangda Yang, Trevor Caldwell, Anthony Chan Carusone

“…We present a DA that achieves &#x2212;52 dB in total harmonic distortion (THD) through an analog technique by which the expanding and compressing nonlinearities in the input transistors cancel one another. …”
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Evaluating the effectiveness of public finance used for social protection of internally displaced persons by Yuriy Bilan, Halyna Yurchyk, Natalia Samoliuk, Halyna Mishchuk

“…The best results were achieved in housing funding and employment governance. …”
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Digital maturity of business: Technological gap and limitations of digital transformation by I. S. Prokhorova, P. M. Gureev

“…The purpose of the study is to identify the reasons for the unsystematic processes of business digitalization to achieve “digital maturity”. To achieve this goal, technological trends in the global systemic digital business transformation were analyzed and monitoring of the compliance of digital business transformation processes in Russia with the identified characteristics of global systemic business digitalization was carried out. …”
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