2 papers
cs.LG2025
Wavelet Probabilistic Recurrent Convolutional Network for Multivariate Time Series Classification
Pu Yang, J. A. Barria
This paper presents a Wavelet Probabilistic Recurrent Convolutional Network (WPRCN) for Multivariate Time Series Classification (MTSC), especially effective in handling non-station…
cs.LG2025
Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network
Pu Yang, J. A. Barria
In this paper, an unsupervised Recurrent Wavelet Probabilistic Neural Network (RWPNN) is proposed, which aims at detecting anomalies in non-stationary environments by modelling the…