This paper introduces ARGAE-MSCE, an Adversarial Regularized Graph Autoencoder (ARGAE) enhanced by a Multi-scale Chebyshev Convolutional (ChebConv) Encoder (MSCE), designed for unsupervised anomaly ...

Microsoft partner Cavallo has released expanded anomaly detection and predictive analytics capabilities for its Profit Max Platform, which integrates with Microsoft Dynamics 365, Business Central, GP, ...

Both supervised ML and DL techniques are employed to explore effective anomaly detection strategies ... and Long Short-Term Memory (LSTM) networks. GRU emerges as the best-performing model on testing ...

You will be redirected to our submission process. The increasing complexity of modern chemical engineering processes presents significant challenges for timely and accurate anomaly detection.

We briefly review Hochreiter's (1991) analysis of this problem, then address it by introducing a novel, efficient, gradient-based method called long short-term memory (LSTM). Truncating the gradient ...

Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European ...