2023 IX International Conference on Information Technology and Nanotechnology (ITNT)最新文献_第2页

Features of the use of esCCO technology for the diagnosis of human condition esCCO技术在人体疾病诊断中的应用特点

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139239

Elena Porfirieva, V. Davydov, R. Davydov, Darya Isakova

引用次数: 0

Integration of spectral channels in the classification of coniferous and deciduous vegetation from satellite images 卫星影像中针叶和落叶植被分类的光谱通道整合

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139149

S. Zraenko

{"title":"Integration of spectral channels in the classification of coniferous and deciduous vegetation from satellite images","authors":"S. Zraenko","doi":"10.1109/ITNT57377.2023.10139149","DOIUrl":"https://doi.org/10.1109/ITNT57377.2023.10139149","url":null,"abstract":"The results of the study of the classification procedure of coniferous and deciduous, as well as coniferous and mixed (in equal percentages) vegetation according to Landsat–7 images for different seasons of the year are presented. Spectral channels with a spatial resolution of 30 meters were used. Vegetation classification was carried out by brightness characteristics using the nearest neighbor method. The reference brightness of objects (simple standards) was determined by their mathematical expectations in each spectral channel for each season. Additionally, aggregated standards are formed by combining the brightness of plant objects in spectral channels. It is shown that when separating coniferous and deciduous objects, the probability of correct selection of coniferous can reach 1.0000 when using simple standards. At the same time, the probability of correct allocation of deciduous does not exceed 0.9697. The use of aggregated standards makes it possible to increase this probability to 0.9899. When classifying coniferous and mixed vegetation, the effectiveness of aggregated standards turned out to be lower than that of simple ones selected by spectral channels and shooting seasons. The obtained results suggest the continuation of research when dividing plant objects into a larger number of classes.","PeriodicalId":296438,"journal":{"name":"2023 IX International Conference on Information Technology and Nanotechnology (ITNT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130567193","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

Images color rendering accuracy analysis after applying noise reduction models 应用降噪模型后的图像显色精度分析

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139281

A. Kovalenko, Y. Demyanenko

引用次数: 0

Prospects for improving the forecasting of the gross domestic product of regions based on mathematical models 改进基于数学模型的地区国内生产总值预测的前景

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139074

Z. Gaibnazarova

{"title":"Prospects for improving the forecasting of the gross domestic product of regions based on mathematical models","authors":"Z. Gaibnazarova","doi":"10.1109/ITNT57377.2023.10139074","DOIUrl":"https://doi.org/10.1109/ITNT57377.2023.10139074","url":null,"abstract":"Methods for choosing the prospects for improving the forecasting of the gross domestic product of regions based on mathematical models are considered. Econometric models are used in forecasting the gross domestic product of the regions. These methods will help to identify the factors influencing the improvement of the gross domestic product of the regions, and to assess their impact. In addition, when analyzing the gross domestic product of the regions, the degree of interrelationships of influencing factors was calculated using the statistical grouping method. At the same time, methods of economic and mathematical modeling and multivariate econometric analysis were used. Several econometric models have been developed to predict economic indicators using data that fully reflect the dynamics of the prospects for improving the production of the gross domestic product of the regions. For these purposes, we have analyzed the development of forecasting the regional economic system using econometric models. The interrelation of factors influencing the productivity of the gross domestic product of the regions has been studied.","PeriodicalId":296438,"journal":{"name":"2023 IX International Conference on Information Technology and Nanotechnology (ITNT)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116609007","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

Formation of material structures with improved properties by laser irradiation using diffractive optics 利用衍射光学技术，通过激光照射形成具有改进性能的材料结构

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139165

V. Danilov

引用次数: 0

The use of fuzzy ontologies in the clustering of bibliographic information 模糊本体在书目信息聚类中的应用

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139210

A. Dyrnochkin, V. Moshkin

引用次数: 0

Interpreting the definition of time series anomalies using fuzzy ontologies 用模糊本体解释时间序列异常的定义

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139035

D. Kurilo, V. Moshkin, I. Andreev, N. Yarushkina

引用次数: 0

Analysis of statistically significant indicators for the 4 types of surface electromyography 4种表面肌电图指标的统计学意义分析

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139181

Gleb O. Bondarenko

{"title":"Analysis of statistically significant indicators for the 4 types of surface electromyography","authors":"Gleb O. Bondarenko","doi":"10.1109/ITNT57377.2023.10139181","DOIUrl":"https://doi.org/10.1109/ITNT57377.2023.10139181","url":null,"abstract":"Intensive neuromonitoring at the bedside of patients with severe traumatic brain injury, cerebral stroke, and any acute cerebral insufficiency is crucial for preventing secondary ischemic and hypoxic damage. Multiple authors estimate that traumatic brain injury (TBI) is the most common cause of death and severe disability in people under the age of 35. In addition, men are 2 to 3 times more likely to suffer from TBI than women. TBI can lead to a process of secondary damage that causes long-term neurological and neuropsychiatric consequences, which is a significant public health issue globally. Some studies have demonstrated differences between normal and abnormal muscle electrical activity associated with Parkinson's disease (PD). Some methods have been developed to use electromyography (EMG) as a tool to diagnose motor symptoms associated with PD, such as stiffness, gait disturbance, and tremor. Due to changes in muscle activity caused by a lack of dopamine in the central nervous system, the EMG signal in PD patients shows a different pattern than in a normal person. The use of surface and stimulation EMG directly at the bedside in the intensive care unit during the treatment of acute (TBI, stroke, etc.) and chronic cerebral insufficiency (CCI) of various etiologies, as well as intraoperatively during neurosurgical, otolaryngological, and other interventions, is urgent but difficult due to the use of modern equipment and the length of the examination. The use of surface and stimulation EMG directly at the bedside of the ambulance team in the case of CCI of various etiologies during neurosurgical, otorhinolaryngological, and other interventions is also urgent but difficult due to the use of modern equipment and the length of the examination.","PeriodicalId":296438,"journal":{"name":"2023 IX International Conference on Information Technology and Nanotechnology (ITNT)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132056706","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

Fast SVM-based One-Class Classification in Large Training Sets 基于svm的大型训练集快速单类分类

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139268

M. Kurbakov, V. Sulimova

引用次数: 0

Analysis of sea surface temperature maps via topological machine learning 通过拓扑机器学习分析海洋表面温度图

2023 IX International Conference on Information Technology and Nanotechnology (ITNT) Pub Date : 2023-04-17 DOI: 10.1109/ITNT57377.2023.10139044

Francesco Conti, O. Papini, D. Moroni, G. Pieri, M. Reggiannini, M. A. Pascali

引用次数: 0