Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies

Kelleher, John D.; Namee, Brian Mac; D’Arcy, Aoife

bookJul 31, 2015Closed access

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies

JDJohn D. Kelleher BMBrian Mac Namee ADAoife D’Arcy

Abstract

"A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications"--

Citation impact

636

total citations

FWCI: 17.16
Percentile: 100%
References: 0

Citations per year

Authors

3

Topics & keywords

Topics

Big Data and Business Intelligence88%

Keywords

Predictive analytics
Computer science
Machine learning
Analytics
Artificial intelligence
Context (archaeology)
Data science
Data analysis

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