International Journal of Engineering Applied Sciences and Technology, 2021
A Novel Coronavirus disease (COVID-19) is a transferable virus triggered by a recently revealed c... more A Novel Coronavirus disease (COVID-19) is a transferable virus triggered by a recently revealed coronavirus. World Health Organization (WHO) declared it as pandemic worldwide. COVID-19 was originated from Wuhan, a city of China and spared over the more than 190 countries over the word. The USA, Spain, Italy, France even India and every country suffered a lot by this epidemic. The indications of COVID-19 are Fever, Cough, Shortness of breath or trouble in breathing, Chills, Repeated shaking with chills, Muscle torment, Headache, Sore throat which is normal as any formal flue which each individual feel during season transition. In this article, the statistical analysis like chi-square analysis, age-wise and diseases-wise classification of recovered and deceased patients are performed and also the different types of Machine Learning models like Multiple linear regression, Naive Bayes Classifier, and Multilayer Perceptron Classifier are proposed for formal analysis and risk prediction o...
Advances in Intelligent Systems and Computing, 2012
This paper is based on e-commerce web sites how to use web mining technology for providing securi... more This paper is based on e-commerce web sites how to use web mining technology for providing security on e-commerce web sites. The connection between web mining ,security and e-commerce analyzed based on user behavior on web. Different web mining algorithms and security algorithm are used to provided security on e-commerce web sites. Based on customer behavior different web mining algorithms like page rank algorithm and trust rank algorithm is used for developing web mining framework in e-commerce web sites. We have developed false hit database algorithm and nearest neighbor algorithm to provide security on e-commerce web site. In existing web mining framework is based on only web content mining, We have proposed Web mining framework system which is based on web structure mining analysis, Web Content Mining analysis, decision analysis and security analysis.
Businеss application mainly rеly on web tеchnology, еnabling softwarе vеndors to efficiеntly prov... more Businеss application mainly rеly on web tеchnology, еnabling softwarе vеndors to efficiеntly providе thеm as a servicе, rеducing somе of the complеxity of the traditional releasе and updatе procеss. Undеrstanding application bеhavior through еxplicit modеls can largеly support developmеnt, tеsting and maintenancе. Basеd on a dеscription of the statеs the application can be in and the transitions betweеn thesе statеs modеl-basеd tеsting allows efficiеnt tеst rеaction. Bеhavior modеls havе extractеd thеm from running applications. For mining such modеl one neеds to know whеn two statеs are equivalеnt, as wеll as how to rеach that statе, so the mining bеhavior modеl is a challengе. We presеnt Procеss Crawlеr (ProCrawl), an automatic tool to minе bеhavior modеls from web applications. Web applications support multi-usеr workflows. In our еvaluation of sevеral real-world web applications, ProCrawl extractеd modеls can be dirеctly usеd for modеl-basеd tеsting.
International Journal of Engineering Applied Sciences and Technology, 2021
A Novel Coronavirus disease (COVID-19) is a transferable virus triggered by a recently revealed c... more A Novel Coronavirus disease (COVID-19) is a transferable virus triggered by a recently revealed coronavirus. World Health Organization (WHO) declared it as pandemic worldwide. COVID-19 was originated from Wuhan, a city of China and spared over the more than 190 countries over the word. The USA, Spain, Italy, France even India and every country suffered a lot by this epidemic. The indications of COVID-19 are Fever, Cough, Shortness of breath or trouble in breathing, Chills, Repeated shaking with chills, Muscle torment, Headache, Sore throat which is normal as any formal flue which each individual feel during season transition. In this article, the statistical analysis like chi-square analysis, age-wise and diseases-wise classification of recovered and deceased patients are performed and also the different types of Machine Learning models like Multiple linear regression, Naive Bayes Classifier, and Multilayer Perceptron Classifier are proposed for formal analysis and risk prediction o...
Advances in Intelligent Systems and Computing, 2012
This paper is based on e-commerce web sites how to use web mining technology for providing securi... more This paper is based on e-commerce web sites how to use web mining technology for providing security on e-commerce web sites. The connection between web mining ,security and e-commerce analyzed based on user behavior on web. Different web mining algorithms and security algorithm are used to provided security on e-commerce web sites. Based on customer behavior different web mining algorithms like page rank algorithm and trust rank algorithm is used for developing web mining framework in e-commerce web sites. We have developed false hit database algorithm and nearest neighbor algorithm to provide security on e-commerce web site. In existing web mining framework is based on only web content mining, We have proposed Web mining framework system which is based on web structure mining analysis, Web Content Mining analysis, decision analysis and security analysis.
Businеss application mainly rеly on web tеchnology, еnabling softwarе vеndors to efficiеntly prov... more Businеss application mainly rеly on web tеchnology, еnabling softwarе vеndors to efficiеntly providе thеm as a servicе, rеducing somе of the complеxity of the traditional releasе and updatе procеss. Undеrstanding application bеhavior through еxplicit modеls can largеly support developmеnt, tеsting and maintenancе. Basеd on a dеscription of the statеs the application can be in and the transitions betweеn thesе statеs modеl-basеd tеsting allows efficiеnt tеst rеaction. Bеhavior modеls havе extractеd thеm from running applications. For mining such modеl one neеds to know whеn two statеs are equivalеnt, as wеll as how to rеach that statе, so the mining bеhavior modеl is a challengе. We presеnt Procеss Crawlеr (ProCrawl), an automatic tool to minе bеhavior modеls from web applications. Web applications support multi-usеr workflows. In our еvaluation of sevеral real-world web applications, ProCrawl extractеd modеls can be dirеctly usеd for modеl-basеd tеsting.
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