Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska最新文献_第2页

TWORZENIE WYSOCE WYSPECJALIZOWANYCH CHATBOTÓW DO ZAAWANSOWANEGO WYSZUKIWANIA 为高级搜索创建高度专业化的聊天机器人

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5628

Andrii Yarovyi, Dmytro Kudriavtsev

引用次数: 0

OPTICAL SPECKLE-FIELD VISIBILITY DIMINISHING BY REDUCTION OF A TEMPORAL COHERENCE 通过降低时间相干性来降低光学斑点场能见度

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5495

Mikhaylo Vasnetsov, Valeriy Voytsekhovich, Vladislav Ponevchinsky, Nataliia Kachalova, Alina Khodko, Oleksanr Mamuta, Volodymyr Pavlov, Vadym Khomenko, Natalia Manicheva

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METODA OBLICZANIA WSKAŹNIKA BEZPIECZEŃSTWA INFORMACJI W MEDIACH SPOŁECZNOŚCIOWYCH Z UWZGLĘDNIENIEM DŁUGOŚCI ŚCIEŻKI MIĘDZY KLIENTAMI 考虑客户间路径长度的社交媒体信息安全指数计算方法

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5720

Volodymyr Akhramovych, Yuriy Pepa, Anton Zahynei, Vadym Akhramovych, Taras Dzyuba, Ihor Danylov

{"title":"METODA OBLICZANIA WSKAŹNIKA BEZPIECZEŃSTWA INFORMACJI W MEDIACH SPOŁECZNOŚCIOWYCH Z UWZGLĘDNIENIEM DŁUGOŚCI ŚCIEŻKI MIĘDZY KLIENTAMI","authors":"Volodymyr Akhramovych, Yuriy Pepa, Anton Zahynei, Vadym Akhramovych, Taras Dzyuba, Ihor Danylov","doi":"10.35784/iapgos.5720","DOIUrl":"https://doi.org/10.35784/iapgos.5720","url":null,"abstract":"Heterogeneous differential dependencies of the information security indicator (HDISI) in social media (SM) were analyzed, taking into account the duration of the path between clients (UDPC). The resilience of the information security indicator system (RSIIS) was also determined. The HDISI in SM was developed based on UDPC conditions. It uses modern methods and techniques, including a non-specific method. The conditions of a fixed precondition were formed according to the time grid. This dependency provides a comprehensive explanation of how the previous transformation is replaced by the elapsed period. SM is a set of clients and their types of communication. Clients can be individuals, populations, settlements, or countries. Communication is understood as more than just the transmission and receipt of information. It also includes interaction, the exchange of knowledge and expertise, and discussion. Under the angle of mathematics, the HDISI model based on non-homogeneous differential equations (NDE) was analyzed and its transcendental study was done. The transcendental study of nonlinear HDISI models in SM showed that the characteristics of UDPC significantly affect the information security indicator (ISI) - up to one hundred percent. Phase diagrams (PDs) of ISI were studied, which indicate the highest ISI even at the maximum parameters of malicious actions. For the first time, the analysis of designed HDISI structures was carried out and numerical criteria between the capabilities of UDPC and the measures of ISI, as well as the highest ISI, were obtained, which shows the scientific content of this article.","PeriodicalId":504633,"journal":{"name":"Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140358361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

SYMULACJA I MODELOWANIE KOMPUTEROWE DYNAMIKI KONSTRUKCJI MOSTÓW Z WYKORZYSTANIEM ANSYS 使用 ansys 对桥梁结构动力学进行模拟和计算机建模

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5516

Anzhelika Stakhova, Adrián Bekö

{"title":"SYMULACJA I MODELOWANIE KOMPUTEROWE DYNAMIKI KONSTRUKCJI MOSTÓW Z WYKORZYSTANIEM ANSYS","authors":"Anzhelika Stakhova, Adrián Bekö","doi":"10.35784/iapgos.5516","DOIUrl":"https://doi.org/10.35784/iapgos.5516","url":null,"abstract":"This study focuses on utilizing computer modeling and simulation techniques, specifically the ANSYS software, to analyze the dynamics of bridge structures. The primary objective was to study the vibrations of a riverbed metal bridge structure and determine their characteristics. The research involved theoretical dynamic calculations considering the design features of the bridge components and the materials used in their construction. The obtained results enabled the determination of resonance frequencies for the vibration modes. By utilizing the ANSYS software, a three-dimensional virtual model of the bridge structure was created, allowing for a detailed analysis of its dynamic behavior. The first three vibration modes of the riverbed metal bridge structure were calculated, and numerical results were obtained for six modes. The findings of this research have practical significance as they provide informed decision-making support during the construction, maintenance, and modernization of bridge structures. The study of bridge dynamics using advanced technologies contributes to enhancing the safety, reliability, and longevity of these vital infrastructure assets.","PeriodicalId":504633,"journal":{"name":"Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140360127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

CORRESPONDENCE MATCHING IN 3D MODELS FOR 3D HAND FITTING 用于 3D 手部装配的 3D 模型中的对应匹配

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5498

M. Tymkovych, Oleg Avrunin, K. Selivanova, A. Kolomiiets, Taras Bednarchyk, S. Smailova

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REVIEW OF MODELLING APPROACHES FOR WEBSITE-RELATED PREDICTIONS 网站预测建模方法综述

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5572

Patryk Mauer

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MEDYCZNY ROZMYTY SYSTEM EKSPERCKI DO PRZEWIDYWANIA STOPNIA WSZCZEPIENIA IMPLANTÓW DENTYSTYCZNYCH U PACJENTÓW Z PRZEWLEKŁĄ CHOROBĄ WĄTROBY 用于预测慢性肝病患者种植牙植入率的医学模糊专家系统

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5585

V. Polishchuk, Sergii Pavlov, Sergii Polishchuk, Sergii Shuvalov, Andriy Dalishchuk, Natalia Sachaniuk-Kavets’ka, Kuralay Mukhsina, Abilkaiyr Nazerke

引用次数: 0

WSKAŹNIKI JAKOŚCI DO WYKRYWANIA SYGNAŁÓW PROMIENIOWANIA BOCZNEGO Z EKRANÓW MONITORÓW PRZEZ WYSPECJALIZOWANE ŚRODKI TECHNICZNE WYWIADU WROGA 敌方专门技术情报手段探测监视器屏幕横向辐射信号的质量指标

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5610

Dmytro Yevgrafov, Yurii Yaremchuk

引用次数: 0

A COMPREHENSIVE STUDY: INTRACRANIAL ANEURYSM DETECTION VIA VGG16-DENSENET HYBRID DEEP LEARNING ON DSA IMAGES 综合研究：通过 Vgg16-densenet 混合深度学习在 DSA 图像上检测颅内动脉瘤

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5804

Sobhana Mummaneni, Sasi Tilak Ravi, Jashwanth Bodedla, Sree Ram Vemulapalli, Gnana Sri Kowsik Varma Jagathapurao

{"title":"A COMPREHENSIVE STUDY: INTRACRANIAL ANEURYSM DETECTION VIA VGG16-DENSENET HYBRID DEEP LEARNING ON DSA IMAGES","authors":"Sobhana Mummaneni, Sasi Tilak Ravi, Jashwanth Bodedla, Sree Ram Vemulapalli, Gnana Sri Kowsik Varma Jagathapurao","doi":"10.35784/iapgos.5804","DOIUrl":"https://doi.org/10.35784/iapgos.5804","url":null,"abstract":"An intracranial aneurysm is a swelling in a weak area of a brain artery. The main cause of aneurysm is high blood pressure, smoking, and head injury. A ruptured aneurysm is a serious medical emergency that can lead to coma and then death. A digital subtraction angiogram (DSA) is used to detect a brain aneurysm. A neurosurgeon carefully examines the scan to find the exact location of the aneurysm. A hybrid model has been proposed to detect these aneurysms accurately and quickly. Visual Geometry Group 16 (VGG16) and DenseNet are two deep-learning architectures used for image classification. Ensembling both models opens the possibility of using diversity in a robust and stable feature extraction. The model results assist in identifying the location of aneurysms, which are much less prone to false positives or false negatives. This integration of a deep learning-based architecture into medical practice holds great promise for the timely and accurate detection of aneurysms. The study encompasses 1654 DSA images from distinct patients, partitioned into 70% for training (1157 images) and 30% for testing (496 images). The ensembled model manifests an impressive accuracy of 95.38%, outperforming the respective accuracies of VGG16 (94.38%) and DenseNet (93.57%). Additionally, the ensembled model achieves a recall value of 0.8657, indicating its ability to correctly identify approximately 86.57% of true aneurysm cases out of all actual positive cases present in the dataset. Furthermore, when considering DenseNet individually, it attains a recall value of 0.8209, while VGG16 attains a recall value of 0.8642. These values demonstrate the sensitivity of each model to detecting aneurysms, with the ensemble model showcasing superior performance compared to its individual components.","PeriodicalId":504633,"journal":{"name":"Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140357649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

INTELLIGENT DATA ANALYSIS ON AN ANALYTICAL PLATFORM 分析平台上的智能数据分析

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska Pub Date : 2024-03-31 DOI: 10.35784/iapgos.5423

D. Darkenbayev, A. Altybay, Zhaidargul Darkenbayeva, N. Mekebayev

{"title":"INTELLIGENT DATA ANALYSIS ON AN ANALYTICAL PLATFORM","authors":"D. Darkenbayev, A. Altybay, Zhaidargul Darkenbayeva, N. Mekebayev","doi":"10.35784/iapgos.5423","DOIUrl":"https://doi.org/10.35784/iapgos.5423","url":null,"abstract":"The article discusses methods for processing unstructured data using an analytical platform. The authors analyze existing methods and technologies used to implement data processing and propose new approaches to solving this problem. The possibilities of using analytical platforms to solve the problem of processing source data are considered. The purpose of the article is to explore the possibilities of data import, partial preprocessing, missing data recovery, anomaly removal, spectral processing and noise removal. The authors explored how analytics platforms can function without a data warehouse, obtaining information from any other sources, but the most optimal way is to use them together, and how big data and unstructured data can be processed using an analytics platform. The authors solved a specific problem related to processing problems and proposed ways to solve them using an analytical platform. Particular attention is paid to a complete set of mechanisms that allows you to obtain information from any data source, carry out the entire processing cycle and display the results. Overall, the paper represents an important contribution to the development of raw data processing technologies. The authors plan to continue research in the field of processing big unstructured data.","PeriodicalId":504633,"journal":{"name":"Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140358400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0