Outlier Detection Using Replicator Neural Networks

2002 ◽  
pp. 170-180 ◽  
Author(s):  
Simon Hawkins ◽  
Hongxing He ◽  
Graham Williams ◽  
Rohan Baxter
Keyword(s):  
Neural Networks ◽  
Outlier Detection

scholarly journals Outlier Detection in High Dimensional Data

2021 ◽  
Vol 10 (5) ◽  
pp. 128-130
Author(s):  
Anusha L. ◽  
Nagaraja G S
Keyword(s):  
Artificial Intelligence ◽  
Machine Learning ◽  
Neural Networks ◽  
Decision Making ◽  
Outlier Detection ◽  
Text Processing ◽  
High Dimensional Data ◽  
High Dimensional ◽  
Human Intelligence ◽  
Over Time

Artificial intelligence (AI) is the science that allows computers to replicate human intelligence in areas such as decision-making, text processing, visual perception. Artificial Intelligence is the broader field that contains several subfields such as machine learning, robotics, and computer vision. Machine Learning is a branch of Artificial Intelligence that allows a machine to learn and improve at a task over time. Deep Learning is a subset of machine learning that makes use of deep artificial neural networks for training. The paper proposed on outlier detection for multivariate high dimensional data for Autoencoder unsupervised model.

scholarly journals Outlier detection method by using deep neural networks

Pressacademia ◽  
2017 ◽  
Vol 5 (1) ◽  
pp. 96-101
Author(s):  
Olgun Aydin ◽  
Semra Erpolat Tasabat
Keyword(s):  
Neural Networks ◽  
Outlier Detection ◽  
Deep Neural Networks ◽  
Detection Method
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