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Product Details 基本信息 ISBN-13 书号 9783031408366 Author 作者 Andreas Holzinger Format 版本 平装-胶订 Pages Number 页数 325页 Publisher 出版社 Springer Nature Switzerland AG Publication Date 出版日期 2023-09-24 Product Dimensions 商品尺寸 9.21 x 6.14 x 0.70 Shipping Weight 商品重量 1.04磅 Language 语种 其它(含多语) Book Contents 内容简介 This volume LNCS-IFIP constitutes the refereed proceedings of the 7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023 in Benevento, Italy, during August 28 – September 1, 2023. The 18 full papers presented together were carefully reviewed and selected from 30 submissions. The conference focuses on integrative machine learning approach, considering the importance of data science and visualization for the algorithmic pipeline with a strong emphasis on privacy, data protection, safety and securi
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Product Details 基本信息 ISBN-13 书号 9783031040825 Author 作者 Andreas Holzinger Format 版本 平装-胶订 Pages Number 页数 397页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2022-05-13 Product Dimensions 商品尺寸 9.21 x 6.14 x 0.84 Shipping Weight 商品重量 1.25 Language 语种 其它(含多语) Book Contents 内容简介 This is an open access book.Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the goal of creating tools and models that are both predictive and interpretable and understandable for humans. Explainable AI is receiving huge interest in th
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Product Details 基本信息 ISBN-13 书号 9783030840594 Author 作者 Andreas Holzinger Format 版本 平装-胶订 Pages Number 页数 null页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2021-08-29 Product Dimensions 商品尺寸 9.21 x 6.14 x 0.78 Shipping Weight 商品重量 1.16 Language 语种 其它(含多语) Book Contents 内容简介 This book constitutes the refereed proceedings of the 5th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2021, held in virtually in August 2021.The 20 full papers and 2 short papers presented were carefully reviewed and selected from 48 submissions. The cross-domain integration and appraisal of different fields provides an atmosphere to foster different perspectives and opinions; it will offer a platform for novel ideas and a fresh look on the methodologies to put these ideas into business for the benefit
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Product Details 基本信息 ISBN-13 书号 9783319350462 Author 作者 Andreas Holzinger Format 版本 平装-胶订 Pages Number 页数 551页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2017-04-30 Shipping Weight 商品重量 1002g Language 语种 英语 Book Contents 内容简介 This book provides a broad overview of the topic Bioinformatics with focus on data, information and knowledge. From data acquisition and storage to visualization, ranging through privacy, regulatory and other practical and theoretical topics, the author touches several fundamental aspects of the innovative interface between Medical and Technology domains that is Biomedical Informatics. Each chapter starts by providing a useful inventory of definitions and commonly used acronyms for each topic and throughout the text, the reader finds several real-world examples, methodologies and ideas that complement the technical a
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