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Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare最新文献

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Artificial Neural Networks 人工神经网络
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare Pub Date : 2020-05-07 DOI: 10.1201/9780429345159-5
Mark Chang
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引用次数: 0
Appendix 附录
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare Pub Date : 2020-05-07 DOI: 10.1201/9780429345159-15
Mark Chang
{"title":"Appendix","authors":"Mark Chang","doi":"10.1201/9780429345159-15","DOIUrl":"https://doi.org/10.1201/9780429345159-15","url":null,"abstract":"","PeriodicalId":179087,"journal":{"name":"Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare","volume":"727 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116692508","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 强化学习
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare Pub Date : 2020-05-07 DOI: 10.1201/9780429345159-11
Mark Chang
{"title":"Reinforcement Learning","authors":"Mark Chang","doi":"10.1201/9780429345159-11","DOIUrl":"https://doi.org/10.1201/9780429345159-11","url":null,"abstract":"","PeriodicalId":179087,"journal":{"name":"Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121438839","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 Learning Neural Networks 深度学习神经网络
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare Pub Date : 2020-05-07 DOI: 10.1201/9780429345159-6
Mark Chang
{"title":"Deep Learning Neural Networks","authors":"Mark Chang","doi":"10.1201/9780429345159-6","DOIUrl":"https://doi.org/10.1201/9780429345159-6","url":null,"abstract":"","PeriodicalId":179087,"journal":{"name":"Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare","volume":"46 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141206079","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
Kernel Methods 内核方法
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare Pub Date : 2020-05-07 DOI: 10.1201/9780429345159-7
Mark Chang
{"title":"Kernel Methods","authors":"Mark Chang","doi":"10.1201/9780429345159-7","DOIUrl":"https://doi.org/10.1201/9780429345159-7","url":null,"abstract":"Remember the xor example of a classification problem that is not linearly separable. If we map every example into a new representation, then the problem becomes linearly separable. Specifically, ... The major disadvantage of mapping points into a new space is that the new space may have very high dimension. For example, if points lie in d-dimensional Euclidean space, and we include the product of every pair of dimensions then we have quadratic blowup with the mapping f : R 7→ Rd2. We can avoid this explosion if we can achieve two objectives:","PeriodicalId":179087,"journal":{"name":"Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare","volume":"48 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141206311","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
Unsupervised Learning 无监督学习
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare Pub Date : 2020-05-07 DOI: 10.1201/9780429345159-10
Mark Chang
{"title":"Unsupervised Learning","authors":"Mark Chang","doi":"10.1201/9780429345159-10","DOIUrl":"https://doi.org/10.1201/9780429345159-10","url":null,"abstract":"","PeriodicalId":179087,"journal":{"name":"Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare","volume":"51 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141206267","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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