Frequency Stability Prediction | Machine Learning | Power Systems Engineering Frequency Stability Prediction of Power Systems Using Vision Transformer and Copula Entropy. August 26, 2022
Causal Inference | Data Science Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models. July 19, 2022
Computer Science | Machine Learning PIP: Pictorial Interpretable Prototype Learning for Time Series Classification. July 13, 2022
Anomaly Detection | Cybersecurity | Industrial Control Systems Lightweight Long Short-Term Memory Variational Auto-Encoder for Multivariate Time Series Anomaly Detection in Industrial Control Systems. April 23, 2022
Data Science | Machine Learning Time Series Segmentation Based on Stationarity Analysis to Improve New Samples Prediction. November 13, 2021
Interpretability | Machine Learning | Time Series Analysis TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. November 13, 2021
Climate science | Meteorology Polar Vortex Multi-Day Intensity Prediction Relying on New Deep Learning Model: A Combined Convolution Neural Network with Long Short-Term Memory Based on Gaussian Smoothing Method. October 23, 2021
Economy | Energy | Finance | Retail Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments. August 9, 2021
Clinical | Healthcare Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series. December 7, 2020
Data Science | Machine Learning | Predictive Maintenance Time Series Multiple Channel Convolutional Neural Network with Attention-Based Long Short-Term Memory for Predicting Bearing Remaining Useful Life. December 31, 2019
Biomedical Engineering | Neurology | Orthopedics ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information. March 29, 2019