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Visualization and Analysis of Multiple Time Series by Beanplot PCA 多时间序列的Beanplot PCA可视化与分析
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_10
Carlo Drago, Carlo Lauro, G. Scepi
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引用次数: 1
Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors 处理蒙德里安归纳共形回归中的小校准集
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_22
U. Johansson, Ernst Ahlberg Helgee, Henrik Boström, L. Carlsson, H. Linusson, Cecilia Sönströd
{"title":"Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors","authors":"U. Johansson, Ernst Ahlberg Helgee, Henrik Boström, L. Carlsson, H. Linusson, Cecilia Sönströd","doi":"10.1007/978-3-319-17091-6_22","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_22","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"39 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":"131559460","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: 9
RDE with Forgetting: An Approximate Solution for Large Values of k with an Application to Fault Detection Problems 带遗忘的RDE:大k值的近似解及其在故障检测问题中的应用
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_12
C. G. Bezerra, B. Costa, L. A. Guedes, P. Angelov
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引用次数: 3
A Comparison of Three Implementations of Multi-Label Conformal Prediction 多标签保形预测的三种实现比较
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_19
Hua-zhen Wang, Xin Liu, I. Nouretdinov, Zhiyuan Luo
{"title":"A Comparison of Three Implementations of Multi-Label Conformal Prediction","authors":"Hua-zhen Wang, Xin Liu, I. Nouretdinov, Zhiyuan Luo","doi":"10.1007/978-3-319-17091-6_19","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_19","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"7 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":"132045897","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: 9
Adaptive Design of Experiments for Sobol Indices Estimation Based on Quadratic Metamodel 基于二次元模型的Sobol指标估计实验自适应设计
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_4
Evgeny Burnaev, I. Panin
{"title":"Adaptive Design of Experiments for Sobol Indices Estimation Based on Quadratic Metamodel","authors":"Evgeny Burnaev, I. Panin","doi":"10.1007/978-3-319-17091-6_4","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_4","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"621 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134003878","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: 8
Model Selection Using Efficiency of Conformal Predictors 利用适形预测器的效率进行模型选择
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_24
Ritvik Jaiswal, V. Balasubramanian
{"title":"Model Selection Using Efficiency of Conformal Predictors","authors":"Ritvik Jaiswal, V. Balasubramanian","doi":"10.1007/978-3-319-17091-6_24","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_24","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"20 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":"123435588","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
Manifold Learning in Regression Tasks 回归任务中的流形学习
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_36
A. Bernstein, Alexander P. Kuleshov, Y. Yanovich
{"title":"Manifold Learning in Regression Tasks","authors":"A. Bernstein, Alexander P. Kuleshov, Y. Yanovich","doi":"10.1007/978-3-319-17091-6_36","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_36","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"11 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":"127236682","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: 13
Confinement Regime Identification Using Artificial Intelligence Methods 基于人工智能方法的禁闭状态识别
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_28
G. Rattá, J. Vega
{"title":"Confinement Regime Identification Using Artificial Intelligence Methods","authors":"G. Rattá, J. Vega","doi":"10.1007/978-3-319-17091-6_28","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_28","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"33 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":"127771496","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
Aggregation of Adaptive Forecasting Algorithms Under Asymmetric Loss Function 非对称损失函数下自适应预测算法的聚合
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_9
A. Romanenko
{"title":"Aggregation of Adaptive Forecasting Algorithms Under Asymmetric Loss Function","authors":"A. Romanenko","doi":"10.1007/978-3-319-17091-6_9","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_9","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"5 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":"115256868","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
Cross-Conformal Prediction with Ridge Regression 脊回归交叉保形预测
International Symposium on Statistical Learning and Data Sciences Pub Date : 2015-04-20 DOI: 10.1007/978-3-319-17091-6_21
H. Papadopoulos
{"title":"Cross-Conformal Prediction with Ridge Regression","authors":"H. Papadopoulos","doi":"10.1007/978-3-319-17091-6_21","DOIUrl":"https://doi.org/10.1007/978-3-319-17091-6_21","url":null,"abstract":"","PeriodicalId":398670,"journal":{"name":"International Symposium on Statistical Learning and Data Sciences","volume":"71 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":"115528163","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: 9
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