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2013 International Symposium on Computational and Business Intelligence最新文献

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An Efficient Technique for Disease Diagnosis Using Bacterial Foraging Optimization and Artificial Neural Network 基于细菌觅食优化和人工神经网络的疾病诊断技术
2013 International Symposium on Computational and Business Intelligence Pub Date : 2013-08-24 DOI: 10.1109/ISCBI.2013.75
D. Rani, V. Mangat
{"title":"An Efficient Technique for Disease Diagnosis Using Bacterial Foraging Optimization and Artificial Neural Network","authors":"D. Rani, V. Mangat","doi":"10.1109/ISCBI.2013.75","DOIUrl":"https://doi.org/10.1109/ISCBI.2013.75","url":null,"abstract":"Early diagnosis of any disease with less cost is always preferable. Diabetes is one such disease. It has become the fourth leading cause of death in developed countries and is also reaching epidemic proportions in many developing and newly industrialized nations. In this study, we investigate an automatic approach to diagnose Diabetes disease based on Bacterial Foraging Optimization and Artificial Neural Network The proposed BFO-ANN method obtains 94.68% accuracy on UCI diabetes dataset which is better than other models.","PeriodicalId":311471,"journal":{"name":"2013 International Symposium on Computational and Business Intelligence","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127114774","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
Data Mining in Sporting Activities Created by Sports Trackers 由运动追踪器创建的体育活动数据挖掘
2013 International Symposium on Computational and Business Intelligence Pub Date : 2013-08-24 DOI: 10.1109/ISCBI.2013.25
Iztok Fister, Duan Fister, S. Fong
{"title":"Data Mining in Sporting Activities Created by Sports Trackers","authors":"Iztok Fister, Duan Fister, S. Fong","doi":"10.1109/ISCBI.2013.25","DOIUrl":"https://doi.org/10.1109/ISCBI.2013.25","url":null,"abstract":"Pervasive technologies allow people to get information from everywhere and at anytime. The rapid development of smart mobile devices on the one hand and the progress of wireless networks on the other, has led to the widespread growth of pervasive technologies. Pervasive devices are small pieces of hardware that allow users to communicate over the Internet. Due to their capabilities, which enable users to develop the software they need, many applications for mobile devices have emerged. In this article, we will present data mining in sporting activities using mobile sport trackers. Each tracked sporting activity is saved into a file. Data mining could be applied to the collection of these files, which would help sportsmen analyze their workouts, predict their further training activities, advise about nutrition, etc.","PeriodicalId":311471,"journal":{"name":"2013 International Symposium on Computational and Business Intelligence","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116729612","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: 32
Optimization of Quadratic Forms: NP Hard Problems: Neural Networks 二次型优化:NP困难问题:神经网络
2013 International Symposium on Computational and Business Intelligence Pub Date : 2012-07-03 DOI: 10.1109/ISCBI.2013.51
G. R. Murthy
{"title":"Optimization of Quadratic Forms: NP Hard Problems: Neural Networks","authors":"G. R. Murthy","doi":"10.1109/ISCBI.2013.51","DOIUrl":"https://doi.org/10.1109/ISCBI.2013.51","url":null,"abstract":"In this research paper, the problem of optimization of a quadratic form over the convex hull generated by the corners of hypercube is attempted and solved. It is reasoned that under some conditions, the optimum occurs at the corners of hypercube. Some results related to the computation of global optimum stable state (an NP hard problem) are discussed. A heuristic algorithm is proposed. It is hoped that the results shed light on resolving the P ≠ NP problem.","PeriodicalId":311471,"journal":{"name":"2013 International Symposium on Computational and Business Intelligence","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121874375","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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