2019 4th International Conference on Information Systems and Computer Networks (ISCON)最新文献

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Comparative Analysis of various Techniques for Heart Disease Prediction 各种心脏病预测技术的比较分析
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036290
Sakshi Goel, Abhinav Deep, Shilpa Srivastava, Aprna Tripathi
{"title":"Comparative Analysis of various Techniques for Heart Disease Prediction","authors":"Sakshi Goel, Abhinav Deep, Shilpa Srivastava, Aprna Tripathi","doi":"10.1109/ISCON47742.2019.9036290","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036290","url":null,"abstract":"With the increasing death counts due to heart diseases, a system is required in place for accurately predicting heart disease. Various researchers have proposed a number of models for predicting heart diseases using different technologies such as artificial neural networks, machine learning, data mining, etc. This paper analyses the work done by various researchers on the accuracy of heart disease prediction through the different approaches. A detail literature review has been provided in the study. The analysis has also been presented on the basis on technology used.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123638455","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: 18
Rheumatoid Arthritis anticipation using Adaptive Neuro Fuzzy Inference System 基于自适应神经模糊推理系统的类风湿关节炎预测
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036297
Vishu Madaan, R. Kaur, Prateek Agrawal
{"title":"Rheumatoid Arthritis anticipation using Adaptive Neuro Fuzzy Inference System","authors":"Vishu Madaan, R. Kaur, Prateek Agrawal","doi":"10.1109/ISCON47742.2019.9036297","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036297","url":null,"abstract":"A state of discomfort is known as a disease, also termed as illness or sickness. When the tiniest living things like virus enters our body, it reacts with the cells of the body and results an illness. The Arthritis is very problematic to early forecast. It nurtures with the age and related to the large and small joint pain. The Rheumatoid Arthritis (RA) is chronic disease, its long-term auto-immune and inflammatory disease which damages many joints tissues. It occurs when immune system can't distinguish the cells and tissues. The ANFIS model is used for the prediction of the RA in human mortals. A complete process is mentioned in this study, which helps to a technique for the diagnosis of the Rheumatoid Arthritis in human beings with accuracy 93.5%. This diagnosis is made on the bases of 12 symptoms of RA in human lives like age, stiffness, joint deformity, ESR, CRP, WBC, Uric Acid etc. This paper also compares the ANFIS with Naive Bayes, Bagging algorithm and KNN classifiers.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125050305","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
Compact Dual Notched Band Monopole Antenna And Analysis in Frequency/Time Domain for UWB Wireless Applications 小型双陷波单极天线及其在超宽带无线应用中的频域/时域分析
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036278
Naresh Kumar, Pradeep Kumar, Manish Sharma
{"title":"Compact Dual Notched Band Monopole Antenna And Analysis in Frequency/Time Domain for UWB Wireless Applications","authors":"Naresh Kumar, Pradeep Kumar, Manish Sharma","doi":"10.1109/ISCON47742.2019.9036278","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036278","url":null,"abstract":"The proposed research article presents antenna designed for Ultrawideband applications leading to −10dB bandwidth of 3.2GHz-10.70GHz. Antenna is designed on microwave substrate Rogers RTDuroid5880 substrate with very compact volume of $16times 18times 0.787text{mm}3$ and contains square patch on one surface and rectangular ground on other side of substrate. Two potential interferences are mitigated by means of T-shaped stubs which are added on radiating patch elimination WiMAX (3.30GHz-3.80GHz)/C-Band (3.80GHz-4.20GHz) and Downlink Satellite System (DSS: 7.25GHz-7.75GHz). Designed antenna is compared with two different simulators and is characterized in terms of frequency and time domain analysis (Group Delay and Impulse Response). Antenna also offers good radiation characteristics, radiation efficiency and gain.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127170917","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
Facial Expression Recognition using Facial Features Detection using the Fusion of Classifiers: In a real-time scenario 基于融合分类器的面部特征检测的面部表情识别:实时场景
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036240
K. Yadav, Joyeeta Singha, R. Laskar
{"title":"Facial Expression Recognition using Facial Features Detection using the Fusion of Classifiers: In a real-time scenario","authors":"K. Yadav, Joyeeta Singha, R. Laskar","doi":"10.1109/ISCON47742.2019.9036240","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036240","url":null,"abstract":"For the communication, there are two modes of communication i.e. verbal and non-verbal. The speech is the medium of verbal communication whenever the gestures and the facial expressions are the medium of non-verbal communication. In our daily social life, the facial expressions play an important role to convey some information between the speaker and the listener. The facial expressions can not only change the flow of conversation but also provide some contextual information to the listener, therefore, the listener can easily sense the actual state of the convener. Facial expression express human's inner emotional states. In this paper, an approach has been proposed to detect the specific region of the face which consist of very high information for emotion recognition. In this work, the approach is to detect some particular region of the face instead to detect all facial parts. Therefore this approach is faster than the existing approaches for facial expression recognition. For the classification, a fusion approach has been used and achieved a good recognition rate with the combination of HOG and LBP features.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127278526","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: 2
Event detection from Twitter data 从Twitter数据进行事件检测
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036286
Jagrati Singh, Ishneet Kaur, Anil Kumar Singh
{"title":"Event detection from Twitter data","authors":"Jagrati Singh, Ishneet Kaur, Anil Kumar Singh","doi":"10.1109/ISCON47742.2019.9036286","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036286","url":null,"abstract":"Event detection from Twitter is important for people to extract valuable information about real world events. Automation of this task is challenging due to short and noisy nature of microblogging data. Topic modeling algorithms such as Latent Dirichlet Allocation (LDA) is the most popular algorithm to extract topics from news articles but not suitable for microblogging content due to the data sparsity problem. In this paper, we proposed a method to handle data sparsity problem that makes LDA topic model suitable for Twitter data by considering super tweet (aggregation of similar tweets) as a document instead of single tweet without modifying internal structure of model. Extensive experiments on real-time twitter data show that our approach outperforms the baseline approaches.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127806045","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
LCA approach for Image Encryption Based on Chaos to Secure Multimedia Data in IoT 基于混沌的物联网多媒体数据安全图像加密LCA方法
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036311
Seema Nath, S. Som, M. Negi
{"title":"LCA approach for Image Encryption Based on Chaos to Secure Multimedia Data in IoT","authors":"Seema Nath, S. Som, M. Negi","doi":"10.1109/ISCON47742.2019.9036311","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036311","url":null,"abstract":"Recently, improvement of the internet usages, huge amount of multimedia data is transmitted through the network. The encryption method is introduced to secure the multimedia data for improve individual privacy, copyrights and other security reasons. In this paper proposed the LCA algorithm for chaotic logistic map based image encryption. Trendy this map of logistic parameter tuning is attained with the help of the LCA algorithm. The LCA algorithm is working based on the competition of sports teams in a league match. Various people as game groups contend in a league match for a few weeks; founded on the LCA process, logistic maps are tuned. The proposed algorithm for encryption is process constructed scheduled the two tasks such as confusion in addition diffusion. In confusion, produce the cipher image from the plain image by conversion. Second, the diffusion procedure is developed to diffuse the sequences equally. Here, the logistic maps parameters are taken as the encryption key. To prove the secure and reliable of the technique of proposed which is executed in the MATLAB and simulation results and performance analysis are described popular in paper. The presentation of proposed technique be there analysis through the way, statistical test and security test which is competitive with other freshly developed image encryption algorithm. To prove the efficiency of the proposed method which paralleled with the existing methods such as Firefly Algorithm (FA) and Particle Swarm Optimization (PSO) respectively.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121189358","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: 2
Is Cyber Security Enough- A study on Big Data Security Breaches in Financial Institutions 网络安全就足够了——金融机构大数据安全漏洞研究
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036294
Nikita Tresa Cyriac, L. Sadath
{"title":"Is Cyber Security Enough- A study on Big Data Security Breaches in Financial Institutions","authors":"Nikita Tresa Cyriac, L. Sadath","doi":"10.1109/ISCON47742.2019.9036294","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036294","url":null,"abstract":"The evolution of technology has turned out to be both a boon and a bane for the financial industry- invaders are getting increasingly creative in their attacks. The financial sector across the globe is facing the heat of data breaches due to the strategic position it holds in the national and global economy. The study presents MECA (Model to Encounter Cyber Attacks) which could be adopted by financial institutions. MECA proposes the intelligent application of IDS, Security Patches and Big Data Analytics to mitigate cyber challenges in financial institutions. The focus of MECA is to technologically orient institutes to handle dynamic cyber breaches, to train employees to effectively apply this intelligent application and to develop them as the first line of defense to cyber-attacks. The paper also looks into the actors in a cyber-attack and the tools predominantly used to reach their objective. It casts light over the general cyber-attack framework, its stages and the effect it has on the financial institution system.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"171 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123009621","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: 4
A Novel Approach Towards an Efficient Load Balancing Algorithm in Cloud Computing 云计算中一种高效负载均衡算法
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036309
Tazein Azmat, Dharmendra Kumar, V. Dwivedi
{"title":"A Novel Approach Towards an Efficient Load Balancing Algorithm in Cloud Computing","authors":"Tazein Azmat, Dharmendra Kumar, V. Dwivedi","doi":"10.1109/ISCON47742.2019.9036309","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036309","url":null,"abstract":"The need of cloud computing (CC) technology is growing vastly, as it is easier and cheaper to deploy the large scale applications on cloud. Hence the system stability and user amusement is very important. To enact it, it is paramount to use load balancing algorithms (LBA). It acts in the medial of virtual machines (VM) and the data centers (DC) and makes the system dynamic. In the interest to perform load balancing many algorithms has been contemplated to minimize overall response time (ORT), data center processing time (DPT), processing cost. This article analyses the contraposition performances of three subsisting algorithms namely round robin (RR), equally spread current execution (ESCE) and the throttled algorithm (THR). On the basis of study of subsisting algorithms we have contemplated a new algorithm named as “ProposedDualIndex” (PDI) which performs better and overcome the issues of subsisting algorithms. On the thoroughfare to determine a new optimal LBA we maintain two tables for virtual machines (VMs). One is for available VM and other for busy VM by doing so we eliminate process of multiple scanning. Hence reduce the available VM searching time which eventually reduces processing time and cost. The simulation of contemplated scheme is done on cloud analyst tool and assessed on three metrics that are ORT, Datacenter processing time and processing cost. Specifically, the results show that PDI algorithm takes less time than the other three algorithms to access cloud data. The contemplated algorithm can be used for faster accessing of data on CC.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132627748","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: 2
IOT Aided Techniques for Agriculture 农业物联网辅助技术
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/ISCON47742.2019.9036174
Abhinav Malhotra, S. Som, S. Khatri
{"title":"IOT Aided Techniques for Agriculture","authors":"Abhinav Malhotra, S. Som, S. Khatri","doi":"10.1109/ISCON47742.2019.9036174","DOIUrl":"https://doi.org/10.1109/ISCON47742.2019.9036174","url":null,"abstract":"The generation of IoT has brought a major and a positive impact on almost all areas including that of agriculture. With the help of IoT, we can now automate the irrigation process, shift to wireless form of communication from wired, and overcome the constraints which were previously considered expensive and difficult to maintain. The advent of IoT along with Wireless Sensor Networks (WSNs) has had a major impact on agriculture sector. Low-cost sensors are now starting to be used which helps in collection of large amounts of data. Data, which, in every way is beneficial for the agriculture business. It can help in measuring and maintaining the quality and the quantity of the crops and soil. For a long time, the effects of air pollution on crops have been ignored while others like pests and diseases are being treated. Pollution leads to reduction in crop growth and yield while also damaging and reducing their nutritional values. In this paper, we will be focusing on improving the practices for agriculture in India by increasing the crop yield and quality while keeping the cost to a minimum.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130831452","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: 2
ISCON 2019 Schedule ISCON 2019 Schedule
2019 4th International Conference on Information Systems and Computer Networks (ISCON) Pub Date : 2019-11-01 DOI: 10.1109/iscon47742.2019.9036153
{"title":"ISCON 2019 Schedule","authors":"","doi":"10.1109/iscon47742.2019.9036153","DOIUrl":"https://doi.org/10.1109/iscon47742.2019.9036153","url":null,"abstract":"","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131156837","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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