Beginning Anomaly Detection Using Python-Based Deep Learning
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Published By Apress

9781484251768, 9781484251775

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Temporal Convolutional Networks

Beginning Anomaly Detection Using Python-Based Deep Learning ◽

10.1007/978-1-4842-5177-5_7 ◽

2019 ◽

pp. 257-295

Author(s):

Sridhar Alla ◽

Suman Kalyan Adari

Keyword(s):

Convolutional Networks

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What Is Anomaly Detection?

Beginning Anomaly Detection Using Python-Based Deep Learning ◽

10.1007/978-1-4842-5177-5_1 ◽

2019 ◽

pp. 1-23

Author(s):

Sridhar Alla ◽

Suman Kalyan Adari

Keyword(s):

Anomaly Detection

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Practical Use Cases of Anomaly Detection

Beginning Anomaly Detection Using Python-Based Deep Learning ◽

10.1007/978-1-4842-5177-5_8 ◽

2019 ◽

pp. 297-318

Author(s):

Sridhar Alla ◽

Suman Kalyan Adari

Keyword(s):

Anomaly Detection ◽

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Autoencoders

Beginning Anomaly Detection Using Python-Based Deep Learning ◽

10.1007/978-1-4842-5177-5_4 ◽

2019 ◽

pp. 123-178

Author(s):

Sridhar Alla ◽

Suman Kalyan Adari

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Traditional Methods of Anomaly Detection

Beginning Anomaly Detection Using Python-Based Deep Learning ◽

10.1007/978-1-4842-5177-5_2 ◽

2019 ◽

pp. 25-71

Author(s):

Sridhar Alla ◽

Suman Kalyan Adari

Keyword(s):

Anomaly Detection ◽

Traditional Methods

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Long Short-Term Memory Models

Beginning Anomaly Detection Using Python-Based Deep Learning ◽

10.1007/978-1-4842-5177-5_6 ◽

2019 ◽

pp. 213-256

Author(s):

Sridhar Alla ◽

Suman Kalyan Adari

Keyword(s):

Short Term Memory ◽

Memory Models ◽

Term Memory ◽

Long Short Term Memory

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Boltzmann Machines

Beginning Anomaly Detection Using Python-Based Deep Learning ◽

10.1007/978-1-4842-5177-5_5 ◽

2019 ◽

pp. 179-212

Author(s):

Sridhar Alla ◽

Suman Kalyan Adari

Keyword(s):

Boltzmann Machines

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Introduction to Deep Learning

Beginning Anomaly Detection Using Python-Based Deep Learning ◽

10.1007/978-1-4842-5177-5_3 ◽

2019 ◽

pp. 73-122 ◽

Author(s):

Sridhar Alla ◽

Suman Kalyan Adari

Keyword(s):

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