InfoQ

Are You Missing a Data Frame? The Power of Data Frames in Java

Vladimir Zakharov explains how DataFrames serve as a vital tool for data-oriented programming in the Java ecosystem. By ...
IEEE

Semi-Supervised Detection of Structural Damage Using Variational Autoencoder and a One-Class Support Vector Machine

Abstract: In recent years, Artificial Neural Networks (ANNs) have been introduced in Structural Health Monitoring (SHM) systems. A semi-supervised method with a data-driven approach allows the ANN ...
IEEE

Sequential Minimal Optimization Algorithm for One-Class Support Vector Machines With Privileged Information

Abstract: One of the powerful techniques in data modeling is accounting for features that are available at the training stage, but are not available when the trained model is used to classify or ...