Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning最新文献

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Explainable Deep Learning 可解释深度学习
Uday Kamath, John Chih Liu
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引用次数: 6
Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning 可解释的人工智能:可解释机器学习导论
Uday Kamath, John Chih Liu
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引用次数: 21
Explainability in Time Series Forecasting, Natural Language Processing, and Computer Vision 时间序列预测、自然语言处理和计算机视觉的可解释性
Uday Kamath, John Chih Liu
{"title":"Explainability in Time Series Forecasting, Natural Language Processing, and Computer Vision","authors":"Uday Kamath, John Chih Liu","doi":"10.1007/978-3-030-83356-5_7","DOIUrl":"https://doi.org/10.1007/978-3-030-83356-5_7","url":null,"abstract":"","PeriodicalId":217409,"journal":{"name":"Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning","volume":"8 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":"132299397","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
Pre-model Interpretability and Explainability 模型前的可解释性和可解释性
Uday Kamath, John Chih Liu
{"title":"Pre-model Interpretability and Explainability","authors":"Uday Kamath, John Chih Liu","doi":"10.1007/978-3-030-83356-5_2","DOIUrl":"https://doi.org/10.1007/978-3-030-83356-5_2","url":null,"abstract":"","PeriodicalId":217409,"journal":{"name":"Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning","volume":"2012 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":"121385117","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
Post-Hoc Interpretability and Explanations 事后可解释性和解释
Uday Kamath, John Chih Liu
{"title":"Post-Hoc Interpretability and Explanations","authors":"Uday Kamath, John Chih Liu","doi":"10.1007/978-3-030-83356-5_5","DOIUrl":"https://doi.org/10.1007/978-3-030-83356-5_5","url":null,"abstract":"","PeriodicalId":217409,"journal":{"name":"Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning","volume":"53 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":"123560665","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
Model Interpretability: Advances in Interpretable Machine Learning 模型可解释性:可解释性机器学习的进展
Uday Kamath, John Chih Liu
{"title":"Model Interpretability: Advances in Interpretable Machine Learning","authors":"Uday Kamath, John Chih Liu","doi":"10.1007/978-3-030-83356-5_4","DOIUrl":"https://doi.org/10.1007/978-3-030-83356-5_4","url":null,"abstract":"","PeriodicalId":217409,"journal":{"name":"Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning","volume":"56 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":"121429439","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
Introduction to Interpretability and Explainability 可解释性和可解释性导论
Uday Kamath, John Chih Liu
{"title":"Introduction to Interpretability and Explainability","authors":"Uday Kamath, John Chih Liu","doi":"10.1007/978-3-030-83356-5_1","DOIUrl":"https://doi.org/10.1007/978-3-030-83356-5_1","url":null,"abstract":"","PeriodicalId":217409,"journal":{"name":"Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning","volume":"2 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":"131991985","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
Model Visualization Techniques and Traditional Interpretable Algorithms 模型可视化技术与传统可解释算法
Uday Kamath, John Chih Liu
{"title":"Model Visualization Techniques and Traditional Interpretable Algorithms","authors":"Uday Kamath, John Chih Liu","doi":"10.1007/978-3-030-83356-5_3","DOIUrl":"https://doi.org/10.1007/978-3-030-83356-5_3","url":null,"abstract":"","PeriodicalId":217409,"journal":{"name":"Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning","volume":"61 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":"131739206","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
XAI: Challenges and Future 小喜:挑战与未来
Uday Kamath, John Chih Liu
{"title":"XAI: Challenges and Future","authors":"Uday Kamath, John Chih Liu","doi":"10.1007/978-3-030-83356-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-83356-5_8","url":null,"abstract":"","PeriodicalId":217409,"journal":{"name":"Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning","volume":"26 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":"125993809","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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