Global Transitions Proceedings最新文献_第10页

Detection of polycystic ovarian syndrome using follicle recognition technique 利用卵泡识别技术检测多囊卵巢综合征

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.010

B Rachana, T Priyanka, K N Sahana, T R Supritha, B D Parameshachari, R Sunitha

{"title":"Detection of polycystic ovarian syndrome using follicle recognition technique","authors":"B Rachana, T Priyanka, K N Sahana, T R Supritha, B D Parameshachari, R Sunitha","doi":"10.1016/j.gltp.2021.08.010","DOIUrl":"10.1016/j.gltp.2021.08.010","url":null,"abstract":"<div><p>Polycystic ovary syndrome is a disorder involving prolonged menstrual cycle, and often excess androgen level normally occurs in several women at the time of their reproductive age. This causes impotence along with gynaecomastia and hirsutism. Studying these kinds of condition in women is a major problem which can be resolved by analysing ultrasound images which have the necessary details like number of follicles, size, and position. However, there is a lack of solid objective test that can provide absolute affirmative to diagnose and understand PCOS. This motivates us to think about finding a method to diagnose PCOS at early stages preventing further complications. An automatic PCOS diagnosing tool would help to save the actual time spent on manual tracing of follicles and measuring the geometric features of every follicle. The proposed method was able to achieve classification with accuracy greater than 97% using a KNN classifier. The classifier will improve the time spent on diagonising PCOS and improve its accuracy, reducing the risk of the fatal complications that can be caused by delayed diagnosis.</p></div>","PeriodicalId":100588,"journal":{"name":"Global Transitions Proceedings","volume":"2 2","pages":"Pages 304-308"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.gltp.2021.08.010","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77305247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 53

Deep Learning Precision Farming: Grapes and Mango Leaf Disease Detection by Transfer Learning 国际计算系统及其应用会议(ICCSA - 2021)

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.002

U Sanath Rao , R Swathi , V Sanjana , L Arpitha , K Chandrasekhar , Chinmayi , Pramod Kumar Naik

引用次数: 22

A survey on energy efficient routing techniques in WSNs focusing IoT applications and enhancing fog computing paradigm 聚焦物联网应用和增强雾计算范式的wsn节能路由技术综述

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.001

Loveleen Kaur, Rajbir Kaur

{"title":"A survey on energy efficient routing techniques in WSNs focusing IoT applications and enhancing fog computing paradigm","authors":"Loveleen Kaur, Rajbir Kaur","doi":"10.1016/j.gltp.2021.08.001","DOIUrl":"10.1016/j.gltp.2021.08.001","url":null,"abstract":"<div><p>Standardization and technological advancements have contributed in the development of the IoT. The accessibility of ease IoT gadgets has likewise assumed a key job in facilitating IoT research, improvement, and deployment. IoT is worldview network that permits the virtual existence of physical objects throughout our life. The Internet of Things (IoT) is based on the idea of installing embedded devices in everyday objects. In the mean time, because of the low cost and high accessibility of sensor devices, wireless sensor networks (WSNs) have an extraordinary job in overspreading of IoT. To be clear, the function of such systems is completely unpredictable in terms of node heterogeneity and node failure. Continuous advancements in IoT systems have resulted in several of the new protocols designed specifically for sensor networks where energy saving is such a top priority. The routing protocols, on the other hand, have earned the most attention because they might change based on the application and network design. This study examines the most recent routing protocols for sensor networks and developing action plans for the various approaches pursued. One of the potential drawbacks in the IoT is the energy requirement. Furthermore, several directions to extend the network's life expectancy have attracted in an expanding level of attention. Recently, a number of a achievements have emerged. Designing routing protocols is one of the most encouraging of these mechanisms, as demonstrated by the significant amount of energy required for information transmission. This paper begins with a detailed description of the foundation and its associated works. In addition, this study introduces a new routing protocol to increase the energy efficiency of sensor devices in the Internet of Things.</p></div>","PeriodicalId":100588,"journal":{"name":"Global Transitions Proceedings","volume":"2 2","pages":"Pages 520-529"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.gltp.2021.08.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82494352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 16

Designing and software realization of an ANN-based MPPT-Fed bladeless wind power generation 基于人工神经网络的mpt馈电无叶风力发电系统设计与软件实现

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.054

Shubham Aher, Pranav Chavan, Rutuja Deshmukh, Vaishnavi Pawar, Mohan Thakre

引用次数: 0

Team conflict dynamics & conflict management: derivation of a model for software organisations to enhance team performance and software quality 团队冲突动力学与冲突管理:软件组织提高团队绩效和软件质量模型的推导

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.007

Deepak Kumar Nunkoo , Roopesh Kevin Sungkur

引用次数: 6

Facial recognition using Haar cascade and LBP classifiers 基于Haar级联和LBP分类器的面部识别

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.044

Anirudha B Shetty, Bhoomika, Deeksha, Jeevan Rebeiro, Ramyashree

引用次数: 45

An efficient algorithm for anomaly intrusion detection in a network 一种有效的网络异常入侵检测算法

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.066

Yerriswamy T , Gururaj Murtugudde

{"title":"An efficient algorithm for anomaly intrusion detection in a network","authors":"Yerriswamy T , Gururaj Murtugudde","doi":"10.1016/j.gltp.2021.08.066","DOIUrl":"10.1016/j.gltp.2021.08.066","url":null,"abstract":"<div><p>As the number of intrusions is increasing, intrusion detection of systems and network infrastructures Systems (IDS) is now an active research area to develop reliable and efficient detection and countering solutions. Finding the efficient methods for intrusion detection in information and network security is a crucial step and that in this study proposed an evolutionary approach for intrusion detection that is more efficient and effective. Evolutionary algorithms have been demonstrated in the IDS over the times, its maturity. Although most research is carried out on genetic algorithms which have their merits and demerits. In this paper, we present an optimized algorithm viz. Genetic-based Enhanced grey wolf optimization (GB-EGWO) Algorithm for intrusion detection. The number of feature selections for the proposed algorithm was selected from the new FS algorithm to increase IDS performance. In this study, the benchmark NSL-KDD network intrusion was applied to evaluate the proposed algorithm modified from the 99-data KDD cup to evaluate IDS issues. Simulation results prove its effectiveness over the existing work and have achieved better accuracy.</p></div>","PeriodicalId":100588,"journal":{"name":"Global Transitions Proceedings","volume":"2 2","pages":"Pages 255-260"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.gltp.2021.08.066","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90689035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Emotion based video player 基于情感的视频播放器

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.036

D Aditya, R.G. Manvitha, M Samyak, B S Shamitha

引用次数: 1

Insights of strength and weakness of evolving methodologies of sentiment analysis 情感分析方法发展的优缺点洞察

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.059

M.B. Nasreen Taj , G.S. Girisha

{"title":"Insights of strength and weakness of evolving methodologies of sentiment analysis","authors":"M.B. Nasreen Taj , G.S. Girisha","doi":"10.1016/j.gltp.2021.08.059","DOIUrl":"10.1016/j.gltp.2021.08.059","url":null,"abstract":"<div><p>With every business process and organization being more concerned about adopting the latest technology towards understanding the success rate and risk associated with the product/service launch, they need to understand the intention and review of their prospective customer. Sentiment Analysis is one such advanced technology to analyze and perceive the behavior of a consumer. However, many challenges hinder analyzing precise sense of sentiments and locating the appropriate sentiment divisions. There has been a significant amount of work being carried out in this direction since the last decade. Furthermore, with the evolution of big data technologies, new methodologies have been introduced to improve sentiment analysis with various evolving applications. This paper provides a comprehensive study on sentiment analysis to provide valuable insight into sentiment analysis approaches and related fields. The paper discusses various essential information associated with the dataset, a new arena of application and methodologies, upcoming research methods, study findings, and further contributing to the ultimate study and research gap.</p></div>","PeriodicalId":100588,"journal":{"name":"Global Transitions Proceedings","volume":"2 2","pages":"Pages 157-162"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.gltp.2021.08.059","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73758432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

A consequence of partial shading on the attribute curves of a photovoltaic panel 部分遮阳对光伏板属性曲线的影响

Global Transitions Proceedings Pub Date : 2021-11-01 DOI: 10.1016/j.gltp.2021.08.053

G.H. Shinde, D.M. Sonje

引用次数: 1