BIOENGINEER

Fuzzy autoencoder improves containment of adversarial malware

A fuzzy autoencoder classified none of 10,000 adversarially generated executable samples as legitimate and reached a reported ...
BIOENGINEER

AI Learns to Design Lignin Foams From Pictures and Predicts Their Strength

A new machine learning framework predicts the mechanical properties of lignin-based polyurethane foams from microscope images ...
techtarget

Autoencoders' example uses augment data for machine learning

Developers frequently turn to autoencoders to organize data for machine learning algorithms to improve the efficiency and accuracy of algorithms with less effort from data scientists. Data scientists ...
Visual Studio Magazine

Data Dimensionality Reduction Using a Neural Autoencoder with C#

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many ...
Eos

Using Machine Learning Techniques for Polar Vortex Predictions

A new model accurately reproduces aspects of polar vortex behavior, extracting indicators of imminent vortex collapse and accompanying frigid weather in North America and Europe.
techtarget

Autoencoders' example uses augment data for machine learning

Developers frequently turn to autoencoders to organize data for machine learning algorithms to improve the efficiency and accuracy of algorithms with less effort from data scientists. Data scientists ...