An autoencoder is a specific type of neural network. The main disadvantage of using a neural ... consuming part of the dimensionality reduction process. To normalize numeric variables, I recommend ...

Dr. James McCaffrey of Microsoft Research tackles the process of examining a set of source data to find data items that are different in some way from the majority of the source items. Data anomaly ...

Artificial neural networks process data in a manner similar ... it assigns weights that determine the value of any given variable. These inputs are built into a mathematical model.