Buch, Englisch, Band 13759, 211 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 347 g
18th International Summer School 2022, Berlin, Germany, September 27-30, 2022, Tutorial Lectures
Buch, Englisch, Band 13759, 211 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 347 g
Reihe: Lecture Notes in Computer Science
ISBN: 978-3-031-31413-1
Verlag: Springer Nature Switzerland
The broad theme of this year's summer school was and it covered various aspects of ontological reasoning and related issues that are of particular interest to Semantic Web and Linked Data applications.
The following eight lectures were presented during the school: Logic-Based 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.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.