Application of security analysis technology for network big data by Laifu WANG, Huamin JIN, Dongxin LIU, Shuai WANG

“…Big data technology and solutions have been continuously booming for several years,which has brought much innovation ideas and opportunities for security analysis.From the perspective of telecom operators,the architecture and key technology of the big data security analytic platform were analyzed, which were based on the network big data including Netflow,DPI,DNS and so on.At last,some related function and service scenarios of big data security analytic services were introduced.…”
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Application of security analysis technology for network big data by Laifu WANG, Huamin JIN, Dongxin LIU, Shuai WANG

“…Big data technology and solutions have been continuously booming for several years,which has brought much innovation ideas and opportunities for security analysis.From the perspective of telecom operators,the architecture and key technology of the big data security analytic platform were analyzed, which were based on the network big data including Netflow,DPI,DNS and so on.At last,some related function and service scenarios of big data security analytic services were introduced.…”
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Statistical analysis of accident data on D1 motorway by Jakub Woletz

“… This study analyses incidents on the D1 motorway over the period 2015–2023, with a focus on improving towing operations processes. The analysis includes a breakdown of incidents by type (accidents, technical failures), injuries and deaths, and considers seasonal variations and traffic conditions. …”
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Using SPIN for Verification of Multi-agent Data Analysis by N. O. Garanina, E. V. Bodin, E. A. Sidorova

“…The paper presents an approach to formal verification of multi-agent data analysis algorithms for ontology population. …”
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Expert information technology in the collection and analysis of computer data by M. H. Shcherbakovskyi, S. O. Kolomiitsev

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Modern Bioinformatics Solutions Used for Genetic Data Analysis by Ya. A. Kibirev, A. V. Kuznetsovskiy, S. G. Isupov, I. V. Darmov

“…Standard stages of primary genetic data analysis  are assessment of the quality control, data preprocessing, mapping to a reference genome or de novo genome assembly,  genome annotation, typing and identification of significant genetic determinants (resistance to antibacterial drugs,  pathogenicity factors, etc.), phylogenetic analysis. …”
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NEURAL NETWORKS INTEGRATION INTO LEGAL RESOURCES FOR ANTI-СORRUPTION MEASURES IN INTERNATIONAL ECONOMIC CO-OPERATION by Oleksii Makarenkov

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Usage of a transactional clock in a distributed financial operations support system to speed up the data reconciliation process by В. Муліш, Є. Крилов, В. Нікітін, В. Анікін

“…The article provides results of several experiments on systems using different data reconciliation mechanisms. Based on the analysis of the experiment results, to achieve the goal, it is proposed to use the transactional clock and the embedded concept of critical data, which leads to the optimization and significant enhancement of the overall efficiency of financial operations support systems by several times. …”
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Predictive Analysis of Maritime Congestion Using Dynamic Big Data and Multiscale Feature Analysis by Yalin Wu

“…However, maritime network congestion has become an increasingly critical challenge that significantly affects shipping efficiency and the overall operational performance of the industry. This study proposes an innovative congestion prediction approach using dynamic big data analysis of vessel trajectories and multiscale feature analysis. …”
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Effects of sampling from a naval destroyer’s operational history on fatigue damage estimation by Ian Thompson, Radu Chiritoiu, Teresa Magoga, Alysson Mondoro, Malcolm Smith

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LLM based expert AI agent for mission operation management by Sobhana Mummaneni, Syama Sameera Gudipati, Satwik Panda

“…This research proposal aims to develop a Large Language Model (LLM) based Expert AI agent for performing mission operation management. The proposed LLM based AI assistant will perform tasks such as data analysis for pattern recognition, operational planning, and document summarization. …”
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Integrating decision tools for efficient operations management through innovative approaches by Weidong Liu, Xuewu Lai

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ANALYSIS OF EMERGENCY SITUATIONS IN THE OPERATING ZONE OF THE NORTH CAUCASUS RDU. WAYS OF ITS DEVELOPMENT by D. Gura, A. Korolkov, V. Pastorov, V. Kozhevnikov, V. Yalovoi

“…Reliable operation of the UES of Russia depends to a large extent on the timely detection, registration and transmission to the dispatch and technological control centers of data on emergency events and processes in the event of accidents in the power system. …”
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An analysis of operational efficiency and its influencing factors in traditional Chinese medicine hospitals in Shaanxi Province, China by Jieming Zhang, Yan Li, Huiyang Qu, Penggang Chen

“…The Bootstrap Data Envelopment Analysis (Bootstrap-DEA) was utilized to calculate bias-corrected operational efficiency scores. …”
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Demographic and Operational Factors in Public Transport-Based Parcel Locker Crowdshipping: A Mixed-Methods Analysis by Mohammad Maleki, Scott Rayburg, Stephen Glackin

“…Quantitative analysis identified demographic trends and operational preferences, while thematic analysis offered in-depth contextual understanding. …”
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Analysis of a balanced safety performance indicator as a key element of operational controlling in the ATS organization by R. A. Obraztsov, V. D. Sharov

“…All calculations are based on real data of one of the major ATS organizations of the Russian Federation.…”
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Modeling and forecasting of the high-dimensional time series data with functional data analysis and machine learning approaches by Yousuf Alkhezi, Hajar M. Alkhezi, Ahmad Shafee

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Ensemble machine learning prediction accuracy: local vs. global precision and recall for multiclass grade performance of engineering students by Yagyanath Rimal, Yagyanath Rimal, Navneet Sharma

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Failure Analysis of Static Analysis Software Module Based on Big Data Tendency Prediction by Jian Zhu, Qian Li, Shi Ying

“…With the continuous development of software, it is inevitable that there will be various unpredictable problems in computer software or programs that will damage the normal operation of the software. In the paper, static analysis software is taken as the research object, the errors or failures caused by the potential defects of the software modules are analyzed, and a software analysis method based on big data tendency prediction is proposed to use the software defects of the stacked noise reduction sparse analyzer to predict. …”
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DRONES, PRIVACY AND DATA PROTECTION by Andrei-Alexandru STOICA

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