Machine Learning

In machine learning, a computer first learns to perform a task by studying a training set of examples. The computer then performs the same task with data it hasn't encountered before. This article presents a brief overview of machine-learning technologies, with a concrete case study from code a...

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Bibliographic Details
Published inIEEE software Vol. 33; no. 5; pp. 110 - 115
Main Authors Louridas, Panos, Ebert, Christof
Format Journal Article
LanguageEnglish
Published Los Alamitos IEEE 01.09.2016
IEEE Computer Society
Subjects
ANNs
Artificial intelligence
Artificial neural networks
Classification
Clustering
Complexity theory
Computer programs
Concretes
deep learning
dimensionality reduction
H2O
Hadoop
Julia
Machine learning
Matlab
Neural networks
Python
regression
SAS
Software
software development
Software engineering
software technology
Spark
Studies
Supervised learning
Tasks
TensorFlow
Training
unsupervised learning
Online AccessGet full text
ISSN0740-7459
1937-4194
DOI10.1109/MS.2016.114

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Summary:In machine learning, a computer first learns to perform a task by studying a training set of examples. The computer then performs the same task with data it hasn't encountered before. This article presents a brief overview of machine-learning technologies, with a concrete case study from code analysis.
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ISSN:0740-7459
1937-4194
DOI:10.1109/MS.2016.114