xxAI - Beyond Explainable AI; International Workshop, Held in Conjunction wit…

Ini adalah buku akses terbuka. Pembelajaran mesin (ML) statistik telah memicu kebangkitan kecerdasan buatan (AI). Sementara model ML yang paling sukses, termasuk Deep Neural Networks (DNN), telah mengembangkan prediktivitas yang lebih baik, model tersebut menjadi semakin kompleks, dengan mengorbankan interpretabilitas manusia (korelasi vs. kausalitas). Bidang AI yang dapat dijelaskan (xAI) tela…

xxAI - Beyond Explainable AI: International Workshop, Held in Conjunction wit…

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 t…

Cybersecurity of Digital Service Chains

Edition

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ISBN/ISSN

9783031040368

Collation

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Series Title

13300

Call Number

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xxAI - Beyond Explainable AI

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 …

xxAI - Beyond Explainable AI

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 t…

Information Technology in Bio- and Medical Informatics: 6th International Con…

This book constitutes the refereed proceedings of the 6th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2015, held in Valencia, Spain, in September 2015, in conjunction with DEXA 2015. The 9 revised long papers presented together with 1 poster paper were carefully reviewed and selected from 15 submissions. The papers address the following two topic…

Information and Communication Technologies for Ageing Well and e-Health Firs…

This book constitutes the thoroughly refereed proceedings of the International Conference on Communication Technologies for Ageing Well and e-Health, ICT4AgeingWell 2015, held in Lisbon, Portugal, in May 2015. The 11 full papers and two invited papers presented were carefully reviewed and selected from 45 submissions. The papers cover five main topic areas, covering different aspects, includin…