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SOM and Feature Weights Based Method for Dimensionality Reduction in Large Gauss Linear Models 基于SOM和特征权重的大型高斯线性模型降维方法
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_32
Fernando Pavón, J. Vega, S. Dormido
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引用次数: 0
Random Projection Towards the Baire Metric for High Dimensional Clustering 面向高维聚类的Baire度量的随机投影
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_37
F. Murtagh, Pedro Contreras
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引用次数: 15
Applying Forecasting to Fusion Databases 预测在融合数据库中的应用
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_30
Gonzalo Farias, S. Dormido, J. Vega, N. Díaz
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引用次数: 0
Optimal Coding for Discrete Random Vector 离散随机向量的最优编码
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_38
Bernard Colin, J. Tibeiro, F. Dubeau
{"title":"Optimal Coding for Discrete Random Vector","authors":"Bernard Colin, J. Tibeiro, F. Dubeau","doi":"10.1007/978-3-319-17091-6_38","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_38","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128116475","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
Exploring the Link Between Gene Expression and Protein Binding by Integrating mRNA Microarray and ChIP-Seq Data 通过整合mRNA微阵列和ChIP-Seq数据探索基因表达与蛋白质结合之间的联系
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_16
M. M. Ferdous, V. Vinciotti, Xiaohui Liu, Paul A. Wilson
{"title":"Exploring the Link Between Gene Expression and Protein Binding by Integrating mRNA Microarray and ChIP-Seq Data","authors":"M. M. Ferdous, V. Vinciotti, Xiaohui Liu, Paul A. Wilson","doi":"10.1007/978-3-319-17091-6_16","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_16","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"519 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116260862","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
Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer - In memory of Alexey Chervonenkis 智慧教师的学习:相似性控制与知识转移——纪念Alexey Chervonenkis
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_1
V. Vapnik, R. Izmailov
{"title":"Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer - In memory of Alexey Chervonenkis","authors":"V. Vapnik, R. Izmailov","doi":"10.1007/978-3-319-17091-6_1","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_1","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116272224","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: 22
Gaussian Process Regression for Structured Data Sets 结构化数据集的高斯过程回归
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_6
M. Belyaev, Evgeny Burnaev, Yermek Kapushev
{"title":"Gaussian Process Regression for Structured Data Sets","authors":"M. Belyaev, Evgeny Burnaev, Yermek Kapushev","doi":"10.1007/978-3-319-17091-6_6","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_6","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121546862","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: 28
Conformal Clustering and Its Application to Botnet Traffic 保形聚类及其在僵尸网络流量中的应用
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_26
Giovanni Cherubin, I. Nouretdinov, A. Gammerman, Roberto Jordaney, Zhi Wang, D. Papini, L. Cavallaro
{"title":"Conformal Clustering and Its Application to Botnet Traffic","authors":"Giovanni Cherubin, I. Nouretdinov, A. Gammerman, Roberto Jordaney, Zhi Wang, D. Papini, L. Cavallaro","doi":"10.1007/978-3-319-17091-6_26","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_26","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115481542","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: 16
Sit-to-Stand Movement Recognition Using Kinect 使用Kinect的坐立运动识别
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_13
Erik Acorn, N. Dipsis, T. Pincus, Kostas Stathis
{"title":"Sit-to-Stand Movement Recognition Using Kinect","authors":"Erik Acorn, N. Dipsis, T. Pincus, Kostas Stathis","doi":"10.1007/978-3-319-17091-6_13","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_13","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115557868","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
Feature Mapping Through Maximization of the Atomic Interclass Distances 通过最大化原子类间距离实现特征映射
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_3
S. Karatsiolis, C. Schizas
{"title":"Feature Mapping Through Maximization of the Atomic Interclass Distances","authors":"S. Karatsiolis, C. Schizas","doi":"10.1007/978-3-319-17091-6_3","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_3","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115772729","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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