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 Epub Date: 2021-08-12 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

Crop yield forecasting using data mining 利用数据挖掘进行作物产量预测

Global Transitions Proceedings Pub Date : 2021-11-01 Epub Date: 2021-08-13 DOI: 10.1016/j.gltp.2021.08.008

Pallavi Kamath, Pallavi Patil, Shrilatha S, Sushma, Sowmya S

引用次数: 28

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 Epub Date: 2021-08-13 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

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 Epub Date: 2021-08-12 DOI: 10.1016/j.gltp.2021.08.044

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

引用次数: 45

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 Epub Date: 2021-08-12 DOI: 10.1016/j.gltp.2021.08.007

Deepak Kumar Nunkoo , Roopesh Kevin Sungkur

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 Epub Date: 2021-08-12 DOI: 10.1016/j.gltp.2021.08.036

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

引用次数: 1

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 Epub Date: 2021-08-12 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

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 Epub Date: 2021-08-12 DOI: 10.1016/j.gltp.2021.08.054

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

引用次数: 0

Design and development of intensive aquaculture supervising model 集约化水产养殖监管模式的设计与开发

Global Transitions Proceedings Pub Date : 2021-11-01 Epub Date: 2021-08-12 DOI: 10.1016/j.gltp.2021.08.021

Ajay , C.G. Raghavendra , K.B. Rajanna , Niranjanamurthy M

{"title":"Design and development of intensive aquaculture supervising model","authors":"Ajay , C.G. Raghavendra , K.B. Rajanna , Niranjanamurthy M","doi":"10.1016/j.gltp.2021.08.021","DOIUrl":"10.1016/j.gltp.2021.08.021","url":null,"abstract":"<div><p>Aquaculture is a flourishing business sector, from many decades. India holds the second place in the international level for fresh water aquaculture cultivation. Despite of that a large extent of Indian aquaculture is as yet dependent on customary cultivating techniques. Changing over them to current cultivating techniques will build fish production and will also address sustainability of environment. This research concentrates on supervising essential water parameters like pH, turbidity and temperature, which is essential to monitor and control these parameters to enhance the fish growth and their production. To make the system more robust and agile, Raspberry pi 3B+ is utilized and it has inbuilt Wi-Fi module so that sensor data can be uploaded to cloud for worldwide access. The proposed system consists of microprocessor, sensors and web application for data acquisition and to supervise essential water parameters. Water heating device and water pump is used as correcting devices to keep threshold level of these water parameters in standard to enhance the fish growth. To check the system reliability and efficiency, two aquaculture setups were made, one is conventional method and another is supervising method. The data acquired from supervised method was 7.5 to 8.5 pH, less than 250 NTU turbidity and temperature were between 26 to 29°C, which helped in lowering mortality rate of fishes and also lowered the work and time consumption by aqua farmers.</p></div>","PeriodicalId":100588,"journal":{"name":"Global Transitions Proceedings","volume":"2 2","pages":"Pages 299-303"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.gltp.2021.08.021","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83782666","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: 3

Code quality improvement for Intel Windows Graphics Driver 代码质量改进的英特尔Windows图形驱动程序

Global Transitions Proceedings Pub Date : 2021-11-01 Epub Date: 2021-08-12 DOI: 10.1016/j.gltp.2021.08.011

Ruksar Parveen, N. Sandeep Varma

{"title":"Code quality improvement for Intel Windows Graphics Driver","authors":"Ruksar Parveen, N. Sandeep Varma","doi":"10.1016/j.gltp.2021.08.011","DOIUrl":"10.1016/j.gltp.2021.08.011","url":null,"abstract":"<div><p>There are already many software tools present and many application software's that being developed. These is because the technology needs to be updated according to the requirements. During these busy times, Developing and updating technologies is itself a big challenge. If any bugs occur in future or to keep track of features are added are working properly according to requirements, it needs some tools to keep track of it. For these things to happen, it requires some methodology to improve debug time like ETL (Event Trace Log) for multiple display features. The other things are that, code that is written today has to be written in such a way that it could be used for at least next 10 years. This will reduce the time of adding the same code simultaneously. Collecting the ETL in the encoded form helps in securing the sensitive information present in the trace log. Adding more testing codes in Unit Test Framework (UTF) find more bugs at early stages which will reduce the code cost. Adding MMIO (Memory Mapped I/O) verifier rules as the part of UTF helps in register verification (Simulates real Hardware context). Addition of MMIO rules for existing and new display features in separate xml file for different platforms makes it easy to identify in which platform feature failure in happening. All these methods help in code quality improvements for Intel Windows Graphics Driver.</p></div>","PeriodicalId":100588,"journal":{"name":"Global Transitions Proceedings","volume":"2 2","pages":"Pages 261-266"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.gltp.2021.08.011","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83968694","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: 0