Boosted Statistical Relational Learners From Benchmarks to Data-Driven Medicine /

This SpringerBrief addresses the challenges of analyzing multi-relational and noisy data by proposing several Statistical Relational Learning (SRL) methods. These methods combine the expressiveness of first-order logic and the ability of probability theory to handle uncertainty. It provides an overv...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Natarajan, Sriraam (Author), Kersting, Kristian (Author), Khot, Tushar (Author), Shavlik, Jude (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:SpringerBriefs in Computer Science,
Subjects:
Artificial intelligence.
Statistics .
Data mining.
Medical informatics.
Artificial Intelligence.
Statistical Theory and Methods.
Data Mining and Knowledge Discovery.
Health Informatics.
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Internet

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