Reasoning Web. Causality, Explanations and Declarative Knowledge

18th International Summer School 2022, Berlin, Germany, September 27–30, 2022, Tutorial Lectures

Häftad, Engelska, 2023

849 kr

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The purpose of the Reasoning Web Summer School is to disseminate recent advances on reasoning techniques and related issues that are of particular interest to Semantic Web and Linked Data applications.

Produktinformation

Utgivningsdatum2023-04-28
Mått155 x 235 x 13 mm
Vikt347 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor211
FörlagSpringer International Publishing AG
ISBN9783031314131

Tillhör följande kategorier

Tillämpad datateknik inom Data och it
Informationsteknik: allmänt inom Data och it
Databaser inom Data och it

Explainability in Machine Learning.- Causal Explanations and Fairness in Data.- Statistical Relational Extensions of Answer Set Programming.- Vadalog: Its Extensions and Business Applications.- Cross-Modal Knowledge Discovery, Inference, and Challenges.- Reasoning with Tractable Probabilistic Circuits.- From Statistical Relational to Neural Symbolic Artificial Intelligence.- Building Intelligent Data Apps in Rel using Reasoning and Probabilistic Modelling.

“The book is highly recommended for a variety of readers. Undergraduate and graduate students should find it useful, especially the initial chapters, while the later chapters are best suited for a specialized audience. As an additional benefit, a YouTube playlist is available, which includes video lectures on the topics covered by the book and more.” (Corrado Mencar, Computing Reviews, October 15, 2024)