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Explainability for Time Series Models 时间序列模型的可解释性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_6
Pradeepta Mishra
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引用次数: 1
Explainability for Non-Linear Models 非线性模型的可解释性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_4
Pradeepta Mishra
{"title":"Explainability for Non-Linear Models","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_4","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_4","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125934811","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
Explainability for NLP NLP的可解释性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_7
Pradeepta Mishra
{"title":"Explainability for NLP","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_7","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_7","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124853858","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: 3
Explainability for Linear Models 线性模型的可解释性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_3
Pradeepta Mishra
{"title":"Explainability for Linear Models","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_3","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_3","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128248839","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
Model Explainability and Interpretability 模型的可解释性和可解释性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_1
Pradeepta Mishra
{"title":"Model Explainability and Interpretability","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_1","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_1","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123952729","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
Contrastive Explanations for Machine Learning 机器学习的对比解释
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_11
Pradeepta Mishra
{"title":"Contrastive Explanations for Machine Learning","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_11","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_11","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127216896","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
Model Explainability for Rule-Based Expert Systems 基于规则的专家系统的模型可解释性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_13
Pradeepta Mishra
{"title":"Model Explainability for Rule-Based Expert Systems","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_13","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_13","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123500173","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
AI Ethics, Biasness, and Reliability 人工智能伦理、偏见和可靠性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_2
Pradeepta Mishra
{"title":"AI Ethics, Biasness, and Reliability","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_2","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_2","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126561719","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
Explainability for Ensemble Models 集成模型的可解释性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_5
Pradeepta Mishra
{"title":"Explainability for Ensemble Models","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_5","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_5","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131830814","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
Model Explainability for Computer Vision 计算机视觉模型的可解释性
Practical Explainable AI Using Python
Pub Date : 2021-12-15 DOI: 10.1007/978-1-4842-7158-2_14
Pradeepta Mishra
{"title":"Model Explainability for Computer Vision","authors":"Pradeepta Mishra","doi":"10.1007/978-1-4842-7158-2_14","DOIUrl":"https://doi.org/10.1007/978-1-4842-7158-2_14","url":null,"abstract":"","PeriodicalId":314207,"journal":{"name":"Practical Explainable AI Using Python","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116561409","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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