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Experimental estimation of phase noise filters efficiency for InSAR processing InSAR处理中相位噪声滤波效率的实验估计
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/itmconf/20193015010
A. Sosnovsky, Victor Kobemichenko
{"title":"Experimental estimation of phase noise filters efficiency for InSAR processing","authors":"A. Sosnovsky, Victor Kobemichenko","doi":"10.1051/itmconf/20193015010","DOIUrl":"https://doi.org/10.1051/itmconf/20193015010","url":null,"abstract":"The experimental study of the efficiency of interferometric data processing algorithms for synthetic aperture space radars is complicated by the fact that a quantitative result can be obtained only after the completion of the entire technological chain. The efficiency of the first stages of interferometric processing - incoherent accumulation and suppression of phase noise-has been studied on the basis of the method of inverse transformation of standards previously proposed by the authors. The results of estimation of accuracy of digital elevation model construction for ALOS PALSAR data with different base lengths and polarizations of the probing signal are presented.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124820483","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
Software Defined Networking Automation Using OpenDaylight and Network Virtualization for security and scalability: a network enterprise case 使用OpenDaylight和网络虚拟化实现安全性和可扩展性的软件定义网络自动化:一个网络企业案例
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/itmconf/20224201014
Aws Jaff
{"title":"Software Defined Networking Automation Using OpenDaylight and Network Virtualization for security and scalability: a network enterprise case","authors":"Aws Jaff","doi":"10.1051/itmconf/20224201014","DOIUrl":"https://doi.org/10.1051/itmconf/20224201014","url":null,"abstract":"Software Defined Network SDN is a technique that centralized the control plane in one device and the data plane (forward plane) in the other devices connected and communicated via SDN protocols, so these devices will get instructions from a central entity called a controller to manage the network efficiently. The controller generally has a global view of the network topologies and can broadcast any management policy to all devices in the network easily. SDN makes the recent network more responsive and flexibly managed by delivering interoperable and programmable network services to network organizations all around the world. In this work, two real critical scenarios were investigated against other scenarios to manifest the SDN ability to deal with them. Finally, results show that the opted implementation features are better than the others in term of testing parameters.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124904056","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: 1
MoView Engine : An Open Source Movie Recommender MoView引擎:一个开源的电影推荐
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/itmconf/20203203008
Vallari Manavi, Anjali Diwate, Priyanka Korade, Anita Senathi
{"title":"MoView Engine : An Open Source Movie Recommender","authors":"Vallari Manavi, Anjali Diwate, Priyanka Korade, Anita Senathi","doi":"10.1051/itmconf/20203203008","DOIUrl":"https://doi.org/10.1051/itmconf/20203203008","url":null,"abstract":"Recommendation is an ideology that works as choice-based system for the end users. Users are recommended with their favorite movies based on history of other watched movies or based on the category of the movies. These types of recommendations are becoming popular because of their ability to think and react as human brain. For this purpose, deep learning or artificial intelligence comes into picture. It is the ability to think as a human brain as give the output best suited to the end users liking. This paper focuses on implementing the recommendation system of movies using deep learning with neural network model using the activation function of SoftMax to give an experience to users as friendly recommendation. Moreover, this paper focuses on different scenarios of recommendation like the recommendation based on history, genre of the movie etc.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124988209","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: 1
Natural Language Processing and Parallel Computing for Information Retrieval from Electronic Health Records 电子病历信息检索的自然语言处理与并行计算
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/itmconf/20224201013
Ali Abu Salimeh, Najah Al-shanableh, M. Alzyoud
{"title":"Natural Language Processing and Parallel Computing for Information Retrieval from Electronic Health Records","authors":"Ali Abu Salimeh, Najah Al-shanableh, M. Alzyoud","doi":"10.1051/itmconf/20224201013","DOIUrl":"https://doi.org/10.1051/itmconf/20224201013","url":null,"abstract":"In this paper, we review the literature to find suitable information retrieval techniques for EHealth. Also discussed NLP techniques that have been proved their capability to extract valuable information in unstructured data from EHR. One of the best NLP techniques used for searching free text is LSI, due to its capability of finding semantic terms and in rich the search results by finding the hidden relations between terms. LSI uses a mathematical model called SVD, which is not scalable for large amounts of data due to its complexity and exhausts the memory, and a review for recent applications of LSI was discussed.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124993102","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
Feedback Numbers of Möbius Ladders Möbius梯子数量
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/ITMCONF/20192501013
Yijin Wang, Xinyue Zhang, Sijia Zhang
{"title":"Feedback Numbers of Möbius Ladders","authors":"Yijin Wang, Xinyue Zhang, Sijia Zhang","doi":"10.1051/ITMCONF/20192501013","DOIUrl":"https://doi.org/10.1051/ITMCONF/20192501013","url":null,"abstract":"A subset F ⊂ V(G) is called a feedback vertex set if the subgraph G−F is acyclic. The minimum cardinality of a feedback vertex set is called the feedback number of G, which is proposed by Beineke and Vandell [1]. In this paper, we consider a particular topology graph called Möbius ladders M2n. We use f(M2n) to denote the feedback number of M2n. This paper proves that f (M2n) = [n+1/2], n≥3.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125843945","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
Inter-University Networking in Mathematical Digital Blended Learning 数学数字混合学习的校际网络
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/itmconf/20203503014
Y. Dimitrienko, A. V. Chibisova, V. Chibisov
{"title":"Inter-University Networking in Mathematical Digital Blended Learning","authors":"Y. Dimitrienko, A. V. Chibisova, V. Chibisov","doi":"10.1051/itmconf/20203503014","DOIUrl":"https://doi.org/10.1051/itmconf/20203503014","url":null,"abstract":"The concept of blended learning assumes that the student should optimally and in the aggregate use all the opportunities provided by both traditional learning and new digital educational technologies. Blended learning combines the benefits of traditional and e-learning. The use of various models of blended learning allows you to introduce innovative educational technologies into the educational process and build individual educational trajectories for students. Networking contracts are used to effectively implement blended learning at universities. This increases the availability and quality of education, forms unique competencies for training specialists at the intersection of various areas of science and technology, makes it possible to use the material and human resources of other organizations in educational activities, reduces the costs of an educational organization and expands access to modern educational technologies. The article discusses network engineering partnership on the example of BMSTU.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"78 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126009404","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: 3
Universal portfolio analysis of Malaysia’s stocks for different durations 马来西亚股票不同期限的通用投资组合分析
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/ITMCONF/20213602002
Sook Theng Pang, How Hui Liew
{"title":"Universal portfolio analysis of Malaysia’s stocks for different durations","authors":"Sook Theng Pang, How Hui Liew","doi":"10.1051/ITMCONF/20213602002","DOIUrl":"https://doi.org/10.1051/ITMCONF/20213602002","url":null,"abstract":"In this research, four proposed finite order universal portfolios were used to study Malaysia’s stock market comprehensively and the constant rebalanced portfolio (CRP) was used as a benchmark for comparison. The empirical performance of the four universal portfolio strategies was analysed experimentally concerning 95 stocks from different categories in Kuala Lumpur Stock Exchange (KLSE) from 1 January 2000 to 31 December 2015. Combinations of three stocks data from the selected 95 stocks are used for study for short-term (1-year duration), middle-term (4-years and 8-years durations) and long-term (12-years and 16-years durations). The empirical results showed that the performances of the proposed universal strategies are outperform CRP in 1 year and 4 years durations, but did poorly in 8-years, 12-years and 16-years durations. Therefore, these four UP strategies are empirically considered to be good investment strategies in the short-term.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126085892","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
Bipolarization L-band microwave radiometer 双偏振l波段微波辐射计
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/itmconf/20193015028
A. Gudkov, V. Leushin, S. Agasieva, I. Sidorov
{"title":"Bipolarization L-band microwave radiometer","authors":"A. Gudkov, V. Leushin, S. Agasieva, I. Sidorov","doi":"10.1051/itmconf/20193015028","DOIUrl":"https://doi.org/10.1051/itmconf/20193015028","url":null,"abstract":"A new bipolarization L-band microwave radiometer designed to measure soil moisture from an unmanned helicopter is presented. The schematic of the radiometer and an overview of the radiometer parts circuits are considering. The main features of the implementation of circuit and technical solutions are considered. Algorithms of operation of the control and processing microcontrollers are given.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"172 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123268079","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
A multi strategy improved pigeon-inspired optimization algorithm 一种改进的多策略鸽类优化算法
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/itmconf/20224702002
H. Liao, Huadong Huang
{"title":"A multi strategy improved pigeon-inspired optimization algorithm","authors":"H. Liao, Huadong Huang","doi":"10.1051/itmconf/20224702002","DOIUrl":"https://doi.org/10.1051/itmconf/20224702002","url":null,"abstract":"Pigeon-inspired optimization algorithm is easy to fall into local optimization and low convergence accuracy in solving nonlinear optimization problems. In this paper, an improved pigeon-inspired optimization algorithm called Gaussian mixture pigeon-inspired optimization algorithm (GPIO) is proposed. In GPIO, the cubic mapping of chaotic mapping method is used to initialize the pigeon population, which increases the diversity of the population. Gaussian mutation operator is introduced to change the shortage that pigeon swarm algorithm is easy to fall into local optimization, and improve the convergence efficiency of the algorithm. The experimental results of 19 benchmark functions show that the algorithm has better optimization ability than other swarm intelligence algorithms.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123283874","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
Vehicle Accident Prevention on Mountain Roads 山区道路交通事故预防
ITM Web of Conferences Pub Date : 1900-01-01 DOI: 10.1051/itmconf/20235604008
S. Patwardhan, Piyush Pethkar, Prachi Shah, Reva Buche, Siddharth Bhorge
{"title":"Vehicle Accident Prevention on Mountain Roads","authors":"S. Patwardhan, Piyush Pethkar, Prachi Shah, Reva Buche, Siddharth Bhorge","doi":"10.1051/itmconf/20235604008","DOIUrl":"https://doi.org/10.1051/itmconf/20235604008","url":null,"abstract":"Vehicle accidents on mountain roads have been a major concern for many years. The narrow roads, acute turns, and steep slopes of these areas can make it difficult for drivers to see approaching vehicles, leading to a high incidence of collisions. This research paper aims to propose a solution to this problem using emerging modern technology to prevent and reduce the number of accidents on mountain roads. The proposed model consists of techniques such as image processing to detect the type of vehicle present at the other end of a blind spot, alerting the driver and thus allowing them to make safe decisions while taking turns also there is a system to detect vehicle using sensors and also to manipulate the signal so proper instruction can be conveyed. Through this research, we aim to demonstrate the effectiveness of this system and show how it can be used to reduce the loss of life and property on mountain roads.","PeriodicalId":433898,"journal":{"name":"ITM Web of Conferences","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123566473","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
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