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2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)最新文献

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Arduino - Your Trendy Guardian Arduino -你的潮流守护者
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074297
R. V. Vardhan, S. Babitha, R. Jaisri
{"title":"Arduino - Your Trendy Guardian","authors":"R. V. Vardhan, S. Babitha, R. Jaisri","doi":"10.1109/ICACCS48705.2020.9074297","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074297","url":null,"abstract":"This paper proposes an advanced system for security through a smart band using arduino which is an open source electronics platform and is designed to make electronics more accessible. It is based on both hardware and software. Arduino can be operated on different platforms like Linux, windows and, MAC OS. The parameters which can be calculated are blood pressure, body temperature and pulse rate. The smart band is introduced which automatically senses our body condition on time.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125040748","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
Machine Learning Based Classification of Ducted and Non-Ducted Propeller Type Quadcopter 基于机器学习的导管式和非导管式螺旋桨四轴飞行器分类
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074307
Bhavana Ram Phanindra, R. Pralhad, A. Raj
{"title":"Machine Learning Based Classification of Ducted and Non-Ducted Propeller Type Quadcopter","authors":"Bhavana Ram Phanindra, R. Pralhad, A. Raj","doi":"10.1109/ICACCS48705.2020.9074307","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074307","url":null,"abstract":"Fast and efficient means of classifying a multi-copter(drone) according to its radar cross-section (RCS) is important. These multi-copters are characterized as LSS target which is an acronym for low altitude, slow speed, and small RCS, hence identifying and classifying them is quite difficult. In this paper, we tried to classify between ducted and non-ducted propeller quad-copter drones. For this we used Machine Learning techniques. Here we proposed the use of three models namely fine k-NN (k-nearest neighbor), fine Gaussian SVM (Support Vector Machine) and a two layered feed forward neural network. In each of the models four parameters were considered frequency, angle of elevation ($Theta$), azimuth angle ($Phi$) and measured radar cross-section (RCS) values. The classification accuracy in case of fine k-NN keeping the distance metric as Chebyshev it varies from 75.2% to 76.6% depending on the number of neighbors. In case of fine Gaussian SVM accuracy is 76.2% and for feed forward Neural Network (NN) it is 75.1% to 75.5%.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130246484","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: 25
Facial Emotion Recognition Using Deep Convolutional Neural Network 基于深度卷积神经网络的面部情绪识别
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074302
E. Pranav, S. Kamal, C. Satheesh Chandran, M. Supriya
{"title":"Facial Emotion Recognition Using Deep Convolutional Neural Network","authors":"E. Pranav, S. Kamal, C. Satheesh Chandran, M. Supriya","doi":"10.1109/ICACCS48705.2020.9074302","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074302","url":null,"abstract":"The rapid growth of artificial intelligence has contributed a lot to the technology world. As the traditional algorithms failed to meet the human needs in real time, Machine learning and deep learning algorithms have gained great success in different applications such as classification systems, recommendation systems, pattern recognition etc. Emotion plays a vital role in determining the thoughts, behaviour and feeling of a human. An emotion recognition system can be built by utilizing the benefits of deep learning and different applications such as feedback analysis, face unlocking etc. can be implemented with good accuracy. The main focus of this work is to create a Deep Convolutional Neural Network (DCNN) model that classifies 5 different human facial emotions. The model is trained, tested and validated using the manually collected image dataset.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121547252","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: 66
Web Application Firewall Evasion Techniques Web应用防火墙规避技术
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074217
K. Nagendran, S. Balaji, B. A. Raj, P. Chanthrika, RG Amirthaa
{"title":"Web Application Firewall Evasion Techniques","authors":"K. Nagendran, S. Balaji, B. A. Raj, P. Chanthrika, RG Amirthaa","doi":"10.1109/ICACCS48705.2020.9074217","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074217","url":null,"abstract":"Recently there has been a robust increase in cyber attacks. Statistical studies show that around 4% of internet traffic is malicious. Firewalls are deployed as blocking mechanisms to identify and prevent malicious requests. They filter seemingly malicious packets based on the filter rules. Despite the filters, there are certain evasion techniques used by attackers to bypass the firewall. This paper describes the techniques for bypassing the web application firewall based on their configurations and paranoia levels of implementation so that security researchers can understand loop holes in the firewall to build a better firewall strategy. By these techniques, an attacker can achieve the attacks he intends to do even if the firewall is placed between the web application and the client.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122541731","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
ATM Security System Using Arduino 基于Arduino的ATM安全系统
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074429
B. Saranraj, N. Dharshini, R. Suvetha, K. U. Bharathi
{"title":"ATM Security System Using Arduino","authors":"B. Saranraj, N. Dharshini, R. Suvetha, K. U. Bharathi","doi":"10.1109/ICACCS48705.2020.9074429","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074429","url":null,"abstract":"To offer protected and secure support to the clients and to do exchanges without going to bank. Each record holder has an exceptional ATM card, each having a unique account number. To abstain from compromising in ATM machines, this paper gives safe arrangements, for example, biometric authentication. ATM cards has the data about unique mark. The primary target of the venture work is to guarantee better security in ATM exchanges. Right now, use RFID tag rather than ATM card. If there should be an occurrence of three wrong endeavors in a day, the client can't play out the exchange.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126293218","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: 6
Knowledge uncertainty management in remote healthcare based on mutual information 基于互信息的远程医疗知识不确定性管理
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074480
Sayani Das, J. Sil
{"title":"Knowledge uncertainty management in remote healthcare based on mutual information","authors":"Sayani Das, J. Sil","doi":"10.1109/ICACCS48705.2020.9074480","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074480","url":null,"abstract":"Providing primary healthcare for the people of rural India is a major challenge, even for common health issues such as cold, diarrhoea, etc. Different types of uncertainty often present in the health data and in remote areas scarcity of doctors and skilled manpower make the situation bad to worse. The paper aims to manage knowledge uncertainty using rough set theory (RST) and information theory by inducting patients from non-empty boundary to positive region based on the mutual information of the patients belong to the regions. Patients of the positive region are certainly diagnosed by the health workers and used as training samples to predict the new patients with certainty. To measure the performance of the proposed method, various measures are used. The results are verified using the ground truth of the experts.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"2 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120969817","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
Analysis and Visualization of Air Quality Using Real Time Pollutant Data 利用实时污染物数据分析和可视化空气质量
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074283
R. Grace, K. S, M. B, Kaarthik. A
{"title":"Analysis and Visualization of Air Quality Using Real Time Pollutant Data","authors":"R. Grace, K. S, M. B, Kaarthik. A","doi":"10.1109/ICACCS48705.2020.9074283","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074283","url":null,"abstract":"Since industrial revolution, the rate of industrialization and urbanization has increased dramatically. Most of the industry applications create pollution in the air and the vehicle emissions are also dangerous to the health of the people. In the developing countries, air pollution is severe in most of the areas. Air quality is the important factor to measure the quality of air. Most of the air quality measuring systems uses air quality index to tell the people about the air quality of their location. The primary objective of the system is to analyze and visualize air quality from the real time sensor data. The proposed system analyses six critical air pollutants which are, ozone (O3), Particulate Matter (PM2.5), Carbon monoxide (CO), Nitrogen dioxide (NO2) and Sulphur dioxide (SO2) are the most widespread health threats. The Fuzzy c-Means clustering is used to process the polluted air data from the sensors. From the results it is clear that the Fuzzy c-Means algorithm provides better results for the parameter accuracy while evaluating with the other algorithms in the literature.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116639477","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
Survey on Handwritten Gujarati Word Image Matching 古吉拉特手写体文字图像匹配研究
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074274
K. S. Gautam, Mukesh M Goswami
{"title":"Survey on Handwritten Gujarati Word Image Matching","authors":"K. S. Gautam, Mukesh M Goswami","doi":"10.1109/ICACCS48705.2020.9074274","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074274","url":null,"abstract":"Over the past decade, there has been a rising interest in addressing knowledge indexing using word matching, demonstrated by the ever-increasing number of approaches. Research on the subject of word matching in handwritten documents has been an active research field, and substantial progress has been made in dominating scripts in recent years. However, a regional script like Gujarati still lacks research attention. This paper provides an overview of the published word spotting research efforts in handwritten as well as printed document images for Indian scripts. The major contribution of this paper is to provide a bird's eye view of the field and identify potential research gaps specifically for handwritten Gujarati word image matching.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"156 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121680680","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
Weather Monitoring System using Internet of Things 使用物联网的天气监测系统
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074332
R. Kavin, K. Lakshmi, S. Rani, K. Rameshkumar
{"title":"Weather Monitoring System using Internet of Things","authors":"R. Kavin, K. Lakshmi, S. Rani, K. Rameshkumar","doi":"10.1109/ICACCS48705.2020.9074332","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074332","url":null,"abstract":"The system proposed for monitoring weather conditions in a particular place like temperature, humidity, CO Level using sensors, sensors detect changes in environment and send it to the users for making statistical analysis, IoT is the technology used for monitoring, collecting, controlling and connecting the system to worldwide, which is the more efficient and advanced solution for accessing the information in the world.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121801723","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: 5
A Novel Approach for Early Prediction of Drought 一种新的干旱早期预测方法
2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS) Pub Date : 2020-03-01 DOI: 10.1109/ICACCS48705.2020.9074405
Manthan Kansara, Pallavi G. Maity, Hemangi Malgaonkar, Ashwini M. Save
{"title":"A Novel Approach for Early Prediction of Drought","authors":"Manthan Kansara, Pallavi G. Maity, Hemangi Malgaonkar, Ashwini M. Save","doi":"10.1109/ICACCS48705.2020.9074405","DOIUrl":"https://doi.org/10.1109/ICACCS48705.2020.9074405","url":null,"abstract":"Droughts are prolonged period of deficient rainfall leading to shortages of water in a region. Droughts are declared when the total rainfall received in a region is less than 50% of average rainfall. Hence, it is necessary to predict such a natural hazard which affects 42% of the country's land area and affects 300 million people in India. This system aims to provide an early prediction of drought in regions of Maharashtra and their preventive suggestions. The most affected regions of Maharashtra are Marathwada and Vidarbha. However, currently no such system exists for drought prediction in Maharashtra. This system aims to increase the accuracy of predictions. This study uses precipitation data to compute Standard precipitation index (SPI) which is a probability index used to ascertain abnormal wetness or dryness in a region. The system will predict whether drought will occur or not in a particular region and also aims to provide suggestions for drought management.","PeriodicalId":439003,"journal":{"name":"2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125644237","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
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