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Outlier Detection in High Dimensional Data

L. Anusha, G. S. Nagaraja

Year
2021
Citations
5
Access
Open access

Abstract

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.

Keywords

Artificial intelligenceAutoencoderComputer scienceAnomaly detectionDeep learningMachine learningField (mathematics)Unsupervised learningArtificial neural networkTask (project management)

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