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International Journal of Data Mining Techniques and Applications最新文献

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Predicting Risk factor of Dengue using FP Growth Mining Technique 利用FP生长挖掘技术预测登革热危险因素
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/IJDMTA.102.007.001.022
S. Vasanthanageswari, M. Vanitha
{"title":"Predicting Risk factor of Dengue using FP Growth Mining Technique","authors":"S. Vasanthanageswari, M. Vanitha","doi":"10.20894/IJDMTA.102.007.001.022","DOIUrl":"https://doi.org/10.20894/IJDMTA.102.007.001.022","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128834124","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
An Investigation into Brain Tumor Segmentation Techniques 脑肿瘤分割技术的研究
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/ijdmta.102.007.001.020
T. Ravi
{"title":"An Investigation into Brain Tumor Segmentation Techniques","authors":"T. Ravi","doi":"10.20894/ijdmta.102.007.001.020","DOIUrl":"https://doi.org/10.20894/ijdmta.102.007.001.020","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132573388","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
Applications of Data Mining Techniques in Healthcare and Prediction of Heart Attacks 数据挖掘技术在医疗保健和心脏病发作预测中的应用
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/IJDMTA.102.007.001.027
K. Srinivas, B. Kavihta, Rani A Dr, Govrdhan, Karimnagar Jagtial
{"title":"Applications of Data Mining Techniques in Healthcare and Prediction of Heart Attacks","authors":"K. Srinivas, B. Kavihta, Rani A Dr, Govrdhan, Karimnagar Jagtial","doi":"10.20894/IJDMTA.102.007.001.027","DOIUrl":"https://doi.org/10.20894/IJDMTA.102.007.001.027","url":null,"abstract":"The healthcare environment is generally perceived as being 'information rich' yet 'knowledge poor'. There is a wealth of data available within the healthcare systems. However, there is a lack of effective analysis tools to discover hidden relationships and trends in data. Knowledge discovery and data mining have found numerous applications in business and scientific domain. Valuable knowledge can be discovered from application of data mining techniques in healthcare system. In this study, we briefly examine the potential use of classification based data mining techniques such as Rule based, Decision tree, Naive Bayes and Artificial Neural Network to massive volume of healthcare data. The healthcare industry collects huge amounts of healthcare data which, unfortunately, are not \"mined\" to discover hidden information. For data preprocessing and effective decision making One Dependency Augmented Naive Bayes classifier (ODANB) and naive credal classifier 2 (NCC2) are used. This is an extension of naive Bayes to imprecise probabilities that aims at delivering robust classifications also when dealing with small or incomplete data sets. Discovery of hidden patterns and relationships often goes unexploited. Using medical profiles such as age, sex, blood pressure and blood sugar it can predict the likelihood of patients getting a heart disease. It enables significant knowledge, e.g. patterns, relationships between medical factors related to heart disease, to be established.","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123216912","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: 257
Cluster Based Segmentation using K-Means Algorithm 基于K-Means算法的聚类分割
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/IJDMTA.102.007.001.013
K. Pragathi, T. Jayanthi, Malathi
{"title":"Cluster Based Segmentation using K-Means Algorithm","authors":"K. Pragathi, T. Jayanthi, Malathi","doi":"10.20894/IJDMTA.102.007.001.013","DOIUrl":"https://doi.org/10.20894/IJDMTA.102.007.001.013","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126756069","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
A Fuzzy Clustering Based Approach for Heavy Tail Weight in Web Data 基于模糊聚类的Web数据重尾权处理方法
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/IJDMTA.102.007.001.007
K. Janani, I. AnetteRegina
{"title":"A Fuzzy Clustering Based Approach for Heavy Tail Weight in Web Data","authors":"K. Janani, I. AnetteRegina","doi":"10.20894/IJDMTA.102.007.001.007","DOIUrl":"https://doi.org/10.20894/IJDMTA.102.007.001.007","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"PP 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126531198","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
The Review on About the Mahatma Gandhi NREGA Analysis using Data Mining Techniques 基于数据挖掘技术的圣雄甘地NREGA分析综述
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/ijdmta.102.007.001.008
Z. JohnBernard, Suganthi.
{"title":"The Review on About the Mahatma Gandhi NREGA Analysis using Data Mining Techniques","authors":"Z. JohnBernard, Suganthi.","doi":"10.20894/ijdmta.102.007.001.008","DOIUrl":"https://doi.org/10.20894/ijdmta.102.007.001.008","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132424518","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
Detecting the Product Rating Aspects from Textual Customer Reviews Using Data Mining Techniques with LS-SVM 基于LS-SVM的数据挖掘技术从文本顾客评论中检测产品评级方面
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/IJDMTA.102.007.001.015
S. Muthukumaran, P. Suresh, A. VictoriaAnandMary
{"title":"Detecting the Product Rating Aspects from Textual Customer Reviews Using Data Mining Techniques with LS-SVM","authors":"S. Muthukumaran, P. Suresh, A. VictoriaAnandMary","doi":"10.20894/IJDMTA.102.007.001.015","DOIUrl":"https://doi.org/10.20894/IJDMTA.102.007.001.015","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125561184","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
The Study on Clustering Analysis in Data Mining 数据挖掘中的聚类分析研究
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/ijdmta.102.007.001.009
S. Manikandan, A. LourduCaroline, D. Kanniamma
{"title":"The Study on Clustering Analysis in Data Mining","authors":"S. Manikandan, A. LourduCaroline, D. Kanniamma","doi":"10.20894/ijdmta.102.007.001.009","DOIUrl":"https://doi.org/10.20894/ijdmta.102.007.001.009","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124579934","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
Enhanced Hand Gesture Recognition In Augmented Reality Using Genetic Algorithm 基于遗传算法的增强现实手势识别
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/ijdmta.102.007.001.026
M. Sivaneshwari, P. Prabhu
{"title":"Enhanced Hand Gesture Recognition In Augmented Reality Using Genetic Algorithm","authors":"M. Sivaneshwari, P. Prabhu","doi":"10.20894/ijdmta.102.007.001.026","DOIUrl":"https://doi.org/10.20894/ijdmta.102.007.001.026","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"126 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127298335","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
An Efficient Technique using Data Mining Algorithms for Predicting Disease A Review 基于数据挖掘算法的疾病预测技术综述
International Journal of Data Mining Techniques and Applications Pub Date : 2018-03-15 DOI: 10.20894/IJDMTA.102.007.001.025
M. Muthuraman, S. Ravichandran, P. Head
{"title":"An Efficient Technique using Data Mining Algorithms for Predicting Disease A Review","authors":"M. Muthuraman, S. Ravichandran, P. Head","doi":"10.20894/IJDMTA.102.007.001.025","DOIUrl":"https://doi.org/10.20894/IJDMTA.102.007.001.025","url":null,"abstract":"","PeriodicalId":414709,"journal":{"name":"International Journal of Data Mining Techniques and Applications","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131205868","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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