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Learning Scale and Shift-Invariant Dictionary for Sparse Representation 稀疏表示的学习尺度和移位不变字典
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_39
Toshimitsu Aritake, N. Murata
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引用次数: 0
LIA: A Label-Independent Algorithm for Feature Selection for Supervised Learning LIA:一种独立于标签的有监督学习特征选择算法
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_10
Gail Gilboa-Freedman, Alon Patelsky, Tal Sheldon
{"title":"LIA: A Label-Independent Algorithm for Feature Selection for Supervised Learning","authors":"Gail Gilboa-Freedman, Alon Patelsky, Tal Sheldon","doi":"10.1007/978-3-030-37599-7_10","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_10","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126031878","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
Adapted Random Survival Forest for Histograms to Analyze NOx Sensor Failure in Heavy Trucks 基于直方图的适应随机生存森林分析重型卡车氮氧化物传感器故障
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_8
R. Gurung
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引用次数: 2
Driver Distraction Detection Using Deep Neural Network 基于深度神经网络的驾驶员分心检测
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_2
Shokoufeh Monjezi Kouchak, A. Gaffar
{"title":"Driver Distraction Detection Using Deep Neural Network","authors":"Shokoufeh Monjezi Kouchak, A. Gaffar","doi":"10.1007/978-3-030-37599-7_2","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_2","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129825903","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: 4
Expressive Graph Informer Networks 表达图信息网络
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-07-25 DOI: 10.1007/978-3-030-95470-3_15
J. Simm, Adam Arany, E. Brouwer, Y. Moreau
{"title":"Expressive Graph Informer Networks","authors":"J. Simm, Adam Arany, E. Brouwer, Y. Moreau","doi":"10.1007/978-3-030-95470-3_15","DOIUrl":"https://doi.org/10.1007/978-3-030-95470-3_15","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133975275","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
Parameterized Structured Pruning for Deep Neural Networks 深度神经网络的参数化结构化剪枝
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-06-12 DOI: 10.1007/978-3-030-64580-9_3
Günther Schindler, Wolfgang Roth, F. Pernkopf, H. Fröning
{"title":"Parameterized Structured Pruning for Deep Neural Networks","authors":"Günther Schindler, Wolfgang Roth, F. Pernkopf, H. Fröning","doi":"10.1007/978-3-030-64580-9_3","DOIUrl":"https://doi.org/10.1007/978-3-030-64580-9_3","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"551 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133839631","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: 5
Scaling Up Quasi-newton Algorithms: Communication Efficient Distributed SR1 扩展准牛顿算法:高效通信的分布式SR1
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-05-30 DOI: 10.1007/978-3-030-64583-0_5
Majid Jahani, M. Nazari, S. Rusakov, A. Berahas, Martin Tak'avc
{"title":"Scaling Up Quasi-newton Algorithms: Communication Efficient Distributed SR1","authors":"Majid Jahani, M. Nazari, S. Rusakov, A. Berahas, Martin Tak'avc","doi":"10.1007/978-3-030-64583-0_5","DOIUrl":"https://doi.org/10.1007/978-3-030-64583-0_5","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134271892","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: 14
Relationship Estimation Metrics for Binary SoC Data 二元SoC数据的关系估计度量
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-05-10 DOI: 10.1007/978-3-030-37599-7_11
Dave McEwan, J. Núñez-Yáñez
{"title":"Relationship Estimation Metrics for Binary SoC Data","authors":"Dave McEwan, J. Núñez-Yáñez","doi":"10.1007/978-3-030-37599-7_11","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_11","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116346272","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
Deep Neural Network Ensembles 深度神经网络集成
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-04-11 DOI: 10.1007/978-3-030-37599-7_1
S. Tao
{"title":"Deep Neural Network Ensembles","authors":"S. Tao","doi":"10.1007/978-3-030-37599-7_1","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_1","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132864407","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
Conditional Anomaly Detection for Quality and Productivity Improvement of Electronics Manufacturing Systems 电子制造系统质量和生产率改进的条件异常检测
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-01-03 DOI: 10.1007/978-3-030-37599-7_59
Eva Jabbar, Philippe C. Besse, Jean-Michel Loubes, C. Merle
{"title":"Conditional Anomaly Detection for Quality and Productivity Improvement of Electronics Manufacturing Systems","authors":"Eva Jabbar, Philippe C. Besse, Jean-Michel Loubes, C. Merle","doi":"10.1007/978-3-030-37599-7_59","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_59","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"650 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116092898","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: 5
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