International Journal of Advanced Trends in Computer Science and Engineering最新文献_第8页

Base Station Positioning for Wireless Sensor Networks (Optimal Location) 无线传感器网络基站定位(最优定位)

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2022-06-09 DOI: 10.30534/ijatcse/2022/031132022

引用次数: 0

Money Identifier: An Android-Based Application For Visually Impaired People Using Object Detection 金钱识别器:一个基于android的应用程序，为视障人士使用对象检测

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2022-06-09 DOI: 10.30534/ijatcse/2022/061132022

{"title":"Money Identifier: An Android-Based Application For Visually Impaired People Using Object Detection","authors":"","doi":"10.30534/ijatcse/2022/061132022","DOIUrl":"https://doi.org/10.30534/ijatcse/2022/061132022","url":null,"abstract":"A normal person can readily recognize and distinguish any banknote, but a visually impaired person finds the task much more difficult as they either have partial or complete vision loss. They face several obstacles when going about their daily lives. They have many issues in terms of monetary transactions as they cannot recognize the currencies due to the similarity of paper texture and size between different categories. To address this problem, the proponents implemented image processing techniques that will assist visually impaired people in detecting and identifying money using object detection. The objective of this application is to make them feel secure and confident in their financial decisions. It will be implemented as an Android-based money detection app. Also, the researchers utilized AGILE and TensorFlow's Convolutional Neural Network algorithm to build a model. They collected multiple images of Philippines notes captured in different light conditions and angles to achieve efficient results in the Money Identifier Application. Furthermore, the proponents have created a survey questionnaire for blind persons to evaluate the produced application. The Eyessential program can recognize Philippine money with a mean of 4.91, a 98 percent accuracy, and a run time of 3 to 4 seconds. The software is functional, dependable, helpful, efficient, maintainable, and portable based on the results. The developers suggest submitting the Eyessential Android app to Google Play to allow individuals to install the software from anywhere. Also, Google Play services work with Google Assistant, useful for blind people who want to utilize the app. The developers propose adding a flashlight option to make the program more user-friendly. To detect denominations precisely, the developers suggest employing substantial data sets","PeriodicalId":129636,"journal":{"name":"International Journal of Advanced Trends in Computer Science and Engineering","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131056736","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

Anomalous Event Detection in Surveillance Videos using Spatio-temporal Autoencoders 基于时空自编码器的监控视频异常事件检测

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2022-06-09 DOI: 10.30534/ijatcse/2022/011132022

引用次数: 0

Lane-Change Maneuver on Overtaking Moving Vehicle on a Two-Way Street 双行道超车时的变道机动

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2022-06-09 DOI: 10.30534/ijatcse/2022/081132022

{"title":"Lane-Change Maneuver on Overtaking Moving Vehicle on a Two-Way Street","authors":"","doi":"10.30534/ijatcse/2022/081132022","DOIUrl":"https://doi.org/10.30534/ijatcse/2022/081132022","url":null,"abstract":"This article discusses a safe and collision-free decision for an autonomous car to make when passing another vehicle on a congested two-way roadway. The proposed algorithm considers both the car going the other way and the vehicle in front of the \"ego\" car that could be an obstacle. The LIDAR, the medium-range radar, and the long-range radar are the three types of sensors that the ego car will use to observe its surroundings. The second sensor's job is to keep an eye on the vehicle blocking the ego lane. Once that car is detected, the ego car will start to pass it, but only if the first sensor has found that the obstruction has been removed. With the help of the third sensor, the ego car can determine if there is a vehicle approaching from the other direction. After that, the algorithm will determine the time needed to pass both automobiles and their final positions and the distance between them. If there is enough space, the ego vehicle will switch lanes and perform the lane-change movements. If there is not enough space, the ego car will continue driving in the same lane. MATLAB simulation confirms the method, which demonstrates significant improvement.","PeriodicalId":129636,"journal":{"name":"International Journal of Advanced Trends in Computer Science and Engineering","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124006628","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

Development of a Maternity Clinic Information Management System 产科诊所信息管理系统的开发

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2022-04-10 DOI: 10.30534/ijatcse/2022/061122022

J. A. Batoon, Gino G. Flores, Marian Jade P. Lorenzo, Frederick Jude Nino, Kharl Noel DC. Samson, Janna Aaliyah L. Angeles

{"title":"Development of a Maternity Clinic Information Management System","authors":"J. A. Batoon, Gino G. Flores, Marian Jade P. Lorenzo, Frederick Jude Nino, Kharl Noel DC. Samson, Janna Aaliyah L. Angeles","doi":"10.30534/ijatcse/2022/061122022","DOIUrl":"https://doi.org/10.30534/ijatcse/2022/061122022","url":null,"abstract":"The developed web-based information management system is designed to improve the quality of maternal health care services and working conditions in a maternity clinic. Most of the maternity clinics in the Philippines still follow manual processes and utilize paper-based records. In Robles Maternity Clinic, the clinic encounters several problems like file duplication, file misplacement, unanswered inquiries, long process of appointment scheduling, unused and expired medicines. The researchers utilized Agile Scrum methodology for the development of the system. The researchers used mixed methods research to incorporate user feedback into the built solution. The data were collected through survey questionnaires which are distributed to IT professionals, College of Information and Communications Technology faculty, patients, and Robles Maternity Clinic staff and from semi-structured video interviews with a Robles Maternity Clinic representative. The findings of the study showed that the system is fully functioning and suitable to implement for a maternity clinic. The integrated functionalities in the system answer the problems that a maternity clinic encounters in its daily operation. prescriptions, and pending appointments.","PeriodicalId":129636,"journal":{"name":"International Journal of Advanced Trends in Computer Science and Engineering","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125373394","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

Heart and Temperature Monitoring Design and Testing Over the Internet 基于互联网的心脏和体温监测设计与测试

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2022-02-07 DOI: 10.30534/ijatcse/2022/011112022

引用次数: 0

A Systematic Survey on Multi-document Text Summarization 多文献文本摘要的系统研究

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2021-12-07 DOI: 10.30534/ijatcse/2021/111062021

A. Raj, Sudheep Elayidom, David Peter

引用次数: 0

Ontology of Heterogeneous Image File Formats and their Disparate Applications 异构图像文件格式本体及其异构应用

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2021-12-07 DOI: 10.30534/ijatcse/2021/091062021

Kauthar Abdulazeez, Sohit Agarwal

引用次数: 0

University Computer Network Vulnerability Management using Nmap and Nexpose 基于Nmap和expose的高校计算机网络漏洞管理

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2021-12-07 DOI: 10.30534/ijatcse/2021/021062021

K. Chhillar, S. Shrivastava

{"title":"University Computer Network Vulnerability Management using Nmap and Nexpose","authors":"K. Chhillar, S. Shrivastava","doi":"10.30534/ijatcse/2021/021062021","DOIUrl":"https://doi.org/10.30534/ijatcse/2021/021062021","url":null,"abstract":"Over the past few years, the advancement of technology in universities have led to rise in the number of vulnerabilities in University computer Network (UCN). To ensure robustness and hardness of UCN, an efficient Vulnerability Management System is required. The focus of current work is on the importance of vulnerability management in a UCN. A plethora of tools are used for vulnerability scanning and assessment. This paper also focuses on the implementation of vulnerability scanning tools on UCN. Assessment of scan results is done to identify vulnerabilities in the network that need to be resolved on priority basis. Based on the scan results obtained after scanning the network using scanning tools, the decision can be taken to mitigate the vulnerabilities on priority basis. Vulnerability Management in a UCN is a stepwise procedure that needs to be implemented to keep the network secure. An effective VM framework is important and inevitable to prevent cyber security breaches in a UCN as it regularly checks for new vulnerabilities on and also provide solutions to remediate or resolve the vulnerabilities. The scanning tools used for the current work were Nmap and Nexpose. Nmap was used for information gathering of network and Nexpose was used for scanning the network for vulnerability detection.","PeriodicalId":129636,"journal":{"name":"International Journal of Advanced Trends in Computer Science and Engineering","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133356140","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

Smart System for Detecting Anomalies In Crude Oil Prices Using Long Short-Term Memory 利用长短期记忆检测原油价格异常的智能系统

International Journal of Advanced Trends in Computer Science and Engineering Pub Date : 2021-12-07 DOI: 10.30534/ijatcse/2021/071062021

P. S. Ezekiel, O. Taylor, M. O. Musa

{"title":"Smart System for Detecting Anomalies In Crude Oil Prices Using Long Short-Term Memory","authors":"P. S. Ezekiel, O. Taylor, M. O. Musa","doi":"10.30534/ijatcse/2021/071062021","DOIUrl":"https://doi.org/10.30534/ijatcse/2021/071062021","url":null,"abstract":"Crude oil is leading globally, as it represents roughly about 33% of the total energy consumed globally. It is one of the most significant exchanged resources in the world, oil in one way or the other affects our day to day routines, like transportation, cooking and power, and other numerous petrochemical items going from the things we use to the things we wear. The increment sought after for petroleum derivatives is on a persistent ascent, making it vital for the oil and gas industry to think of new methodologies for further developing activity. This paper presents a smart system for detecting anomalies in crude oil prices. The experimental process of the proposed system is of two phases. The first phase has to do with the pre-processing stage, and the training stage while the second phase of the experiment has to do with the building/training of the Long Short-Term Memory algorithm. The experimental result shows that LSTM model had an accuracy result of 98%. The result further shows that our proposed model is under fitting since the training loss is lesser than the validation loss. The proposed model was saved and was used in detecting anomalies of the crude oil prices ranging from 1990 to 2020.","PeriodicalId":129636,"journal":{"name":"International Journal of Advanced Trends in Computer Science and Engineering","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125215388","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