Beyond 3-D: Data scientists introduce novel AI tool to interpret complex biological data

As humans, our eyes take in two-dimensional images that our brains convert to three-dimensional experiences. This ability enables us to be aware of our position in space, judge distances, possess ...
IEEE

Multivariate Frequency Transfer Bispectrum Estimator for Gearbox Drive System Fault Diagnosis Using Motor Current Signature Analysis

Abstract: Bispectrum analysis is considered as a typical motor current signature analysis tool, has been widely concerned in fault feature extraction. However, current bispectrum utilizes the entire ...
GitHub

pymrio: Multi-Regional Input-Output Analysis in Python

The master branch in that repo is supposed to be ready for use and might be ahead of the official releases. To install directly from the master branch use: A small test mrio is included in the package ...
IEEE

DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series

Abstract: In time series anomaly detection (TSAD), the scarcity of labeled data poses a challenge to the development of accurate models. Unsupervised domain adaptation (UDA) offers a solution by ...