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Finding Structure Within a Data Set: Data Reduction and Clustering 在数据集中发现结构:数据约简和聚类
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_4
R. McClarren
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引用次数: 0
Unsupervised Learning with Neural Networks: Autoencoders 神经网络的无监督学习:自编码器
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_8
R. McClarren
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引用次数: 0
Decision Trees and Random Forests for Regression and Classification 回归与分类的决策树与随机森林
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_3
R. McClarren
{"title":"Decision Trees and Random Forests for Regression and Classification","authors":"R. McClarren","doi":"10.1007/978-3-030-70388-2_3","DOIUrl":"https://doi.org/10.1007/978-3-030-70388-2_3","url":null,"abstract":"","PeriodicalId":188602,"journal":{"name":"Machine Learning for Engineers","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130728480","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
Reinforcement Learning with Policy Gradients 策略梯度强化学习
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_9
R. McClarren
{"title":"Reinforcement Learning with Policy Gradients","authors":"R. McClarren","doi":"10.1007/978-3-030-70388-2_9","DOIUrl":"https://doi.org/10.1007/978-3-030-70388-2_9","url":null,"abstract":"","PeriodicalId":188602,"journal":{"name":"Machine Learning for Engineers","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133122007","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 Landscape of Machine Learning: Supervised and Unsupervised Learning, Optimization, and Other Topics 机器学习的前景:监督和无监督学习、优化和其他主题
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_1
R. McClarren
{"title":"The Landscape of Machine Learning: Supervised and Unsupervised Learning, Optimization, and Other Topics","authors":"R. McClarren","doi":"10.1007/978-3-030-70388-2_1","DOIUrl":"https://doi.org/10.1007/978-3-030-70388-2_1","url":null,"abstract":"","PeriodicalId":188602,"journal":{"name":"Machine Learning for Engineers","volume":"603 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123234864","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
Recurrent Neural Networks for Time Series Data 时间序列数据的递归神经网络
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_7
R. McClarren
{"title":"Recurrent Neural Networks for Time Series Data","authors":"R. McClarren","doi":"10.1007/978-3-030-70388-2_7","DOIUrl":"https://doi.org/10.1007/978-3-030-70388-2_7","url":null,"abstract":"","PeriodicalId":188602,"journal":{"name":"Machine Learning for Engineers","volume":"196 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130194103","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
Convolutional Neural Networks for Scientific Images and Other Large Data Sets 科学图像和其他大型数据集的卷积神经网络
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_6
R. McClarren
{"title":"Convolutional Neural Networks for Scientific Images and Other Large Data Sets","authors":"R. McClarren","doi":"10.1007/978-3-030-70388-2_6","DOIUrl":"https://doi.org/10.1007/978-3-030-70388-2_6","url":null,"abstract":"","PeriodicalId":188602,"journal":{"name":"Machine Learning for Engineers","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125417113","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
Feed-Forward Neural Networks 前馈神经网络
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_5
R. McClarren
{"title":"Feed-Forward Neural Networks","authors":"R. McClarren","doi":"10.1007/978-3-030-70388-2_5","DOIUrl":"https://doi.org/10.1007/978-3-030-70388-2_5","url":null,"abstract":"","PeriodicalId":188602,"journal":{"name":"Machine Learning for Engineers","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127433035","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
Linear Models for Regression and Classification 回归和分类的线性模型
Machine Learning for Engineers
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70388-2_2
R. McClarren
{"title":"Linear Models for Regression and Classification","authors":"R. McClarren","doi":"10.1007/978-3-030-70388-2_2","DOIUrl":"https://doi.org/10.1007/978-3-030-70388-2_2","url":null,"abstract":"","PeriodicalId":188602,"journal":{"name":"Machine Learning for Engineers","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123343233","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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