Are Denoising Autoencoders for anomaly detection on structured data?
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Can denoising autoencoders be used for anomaly detection on structured data?
I know I can use denoising autoencoders for anomaly detection on images, but I don't know if they can do it for structured data as well? If not, why?
python deep-learning anomaly-detection
edited 2 mins ago
Simon Larsson
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asked 3 hours ago
disney82231disney82231
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add a comment |
$begingroup$
Can denoising autoencoders be used for anomaly detection on structured data?
I know I can use denoising autoencoders for anomaly detection on images, but I don't know if they can do it for structured data as well? If not, why?
python deep-learning anomaly-detection
edited 2 mins ago
Simon Larsson
1,160216
asked 3 hours ago
disney82231disney82231
202
$endgroup$
add a comment |
$begingroup$
Can denoising autoencoders be used for anomaly detection on structured data?
I know I can use denoising autoencoders for anomaly detection on images, but I don't know if they can do it for structured data as well? If not, why?
python deep-learning anomaly-detection
edited 2 mins ago
Simon Larsson
1,160216
asked 3 hours ago
disney82231disney82231
202
$endgroup$
Can denoising autoencoders be used for anomaly detection on structured data?
I know I can use denoising autoencoders for anomaly detection on images, but I don't know if they can do it for structured data as well? If not, why?
python deep-learning anomaly-detection
python deep-learning anomaly-detection
edited 2 mins ago
Simon Larsson
1,160216
asked 3 hours ago
disney82231disney82231
202
edited 2 mins ago
Simon Larsson
1,160216
asked 3 hours ago
disney82231disney82231
202
edited 2 mins ago
Simon Larsson
1,160216
edited 2 mins ago
Simon Larsson
1,160216
edited 2 mins ago
Simon Larsson
1,160216
1,160216
asked 3 hours ago
disney82231disney82231
202
asked 3 hours ago
disney82231disney82231
202
asked 3 hours ago
disney82231disney82231
202
202
add a comment |
add a comment |
1 Answer
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$begingroup$
When you run denoise auto-encoders or any process on image data, what you did first was to convert run image data on a structured dataset with RGB arrays arranged in a column-like order.
Which means you turned your image data into structured data and then you applied the denoise-autoencoders, this means that you used the autoencoders on structured data.
Actually, almost no process is done in unstructured data. They run on the structured version of the structured data.
So the answer is yes, the denoise autoencoders does anomaly detection on structured data.
answered 15 mins ago
Juan Esteban de la CalleJuan Esteban de la Calle
86122
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1 Answer
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1 Answer
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$begingroup$
When you run denoise auto-encoders or any process on image data, what you did first was to convert run image data on a structured dataset with RGB arrays arranged in a column-like order.
Which means you turned your image data into structured data and then you applied the denoise-autoencoders, this means that you used the autoencoders on structured data.
Actually, almost no process is done in unstructured data. They run on the structured version of the structured data.
So the answer is yes, the denoise autoencoders does anomaly detection on structured data.
answered 15 mins ago
Juan Esteban de la CalleJuan Esteban de la Calle
86122
$endgroup$
add a comment |
$begingroup$
When you run denoise auto-encoders or any process on image data, what you did first was to convert run image data on a structured dataset with RGB arrays arranged in a column-like order.
Which means you turned your image data into structured data and then you applied the denoise-autoencoders, this means that you used the autoencoders on structured data.
Actually, almost no process is done in unstructured data. They run on the structured version of the structured data.
So the answer is yes, the denoise autoencoders does anomaly detection on structured data.
answered 15 mins ago
Juan Esteban de la CalleJuan Esteban de la Calle
86122
$endgroup$
add a comment |
$begingroup$
When you run denoise auto-encoders or any process on image data, what you did first was to convert run image data on a structured dataset with RGB arrays arranged in a column-like order.
Which means you turned your image data into structured data and then you applied the denoise-autoencoders, this means that you used the autoencoders on structured data.
Actually, almost no process is done in unstructured data. They run on the structured version of the structured data.
So the answer is yes, the denoise autoencoders does anomaly detection on structured data.
answered 15 mins ago
Juan Esteban de la CalleJuan Esteban de la Calle
86122
$endgroup$
When you run denoise auto-encoders or any process on image data, what you did first was to convert run image data on a structured dataset with RGB arrays arranged in a column-like order.
Which means you turned your image data into structured data and then you applied the denoise-autoencoders, this means that you used the autoencoders on structured data.
Actually, almost no process is done in unstructured data. They run on the structured version of the structured data.
So the answer is yes, the denoise autoencoders does anomaly detection on structured data.
answered 15 mins ago
Juan Esteban de la CalleJuan Esteban de la Calle
86122
answered 15 mins ago
Juan Esteban de la CalleJuan Esteban de la Calle
86122
answered 15 mins ago
Juan Esteban de la CalleJuan Esteban de la Calle
86122
answered 15 mins ago
Juan Esteban de la CalleJuan Esteban de la Calle
86122
86122
add a comment |
add a comment |
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