| A Hybrid Approach for Smart Alert Generation | Jun 2, 2023 | Anomaly DetectionFeature Engineering | —Unverified | 0 |
| An OPC UA-based industrial Big Data architecture | Jun 2, 2023 | ERPTime Series | —Unverified | 0 |
| Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli | Jun 2, 2023 | Action RecognitionImage Classification | CodeCode Available | 0 |
| Analysis and FPGA based Implementation of Permutation Binary Neural Networks | Jun 2, 2023 | Time Series | —Unverified | 0 |
| Graph Switching Dynamical Systems | Jun 1, 2023 | ObjectTime Series | CodeCode Available | 0 |
| From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders | Jun 1, 2023 | Causal DiscoveryTime Series | —Unverified | 0 |
| OTW: Optimal Transport Warping for Time Series | Jun 1, 2023 | ClusteringDeep Learning | —Unverified | 0 |
| A General Framework for Uncertainty Quantification via Neural SDE-RNN | Jun 1, 2023 | ImputationTime Series | —Unverified | 0 |
| An End-to-End Time Series Model for Simultaneous Imputation and Forecast | Jun 1, 2023 | ImputationMissing Values | —Unverified | 0 |
| PHILNet: A Novel Efficient Approach for Time Series Forecasting using Deep Learning | Jun 1, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities | May 31, 2023 | PredictionTime Series | —Unverified | 0 |
| Causal discovery for time series with constraint-based model and PMIME measure | May 31, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| EAMDrift: An interpretable self retrain model for time series | May 31, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Deep Neural Network Estimation in Panel Data Models | May 31, 2023 | Time Series | —Unverified | 0 |
| Reliability of energy landscape analysis of resting-state functional MRI data | May 31, 2023 | Time Series | CodeCode Available | 0 |
| CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers | May 31, 2023 | Time SeriesTransfer Learning | —Unverified | 0 |
| Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition | May 30, 2023 | Activity RecognitionGenerative Adversarial Network | —Unverified | 0 |
| Taylorformer: Probabilistic Modelling for Random Processes including Time Series | May 30, 2023 | Gaussian ProcessesMeta-Learning | CodeCode Available | 0 |
| Impulse Response Analysis of Structural Nonlinear Time Series Models | May 30, 2023 | Time Series | —Unverified | 0 |
| Testing for the Markov Property in Time Series via Deep Conditional Generative Learning | May 30, 2023 | Time Series | CodeCode Available | 0 |
| Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders | May 29, 2023 | DecoderImputation | —Unverified | 0 |
| Adaptive Sparsity Level during Training for Efficient Time Series Forecasting with Transformers | May 28, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| A New Deep Learning Architecture withInductive Bias Balance for Transformer Oil Temperature Forecasting | May 28, 2023 | Inductive BiasTime Series | CodeCode Available | 0 |
| Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study | May 28, 2023 | Adversarial RobustnessBackdoor Attack | —Unverified | 0 |
| Time-Varying Vector Error-Correction Models: Estimation and Inference | May 28, 2023 | Time Series | —Unverified | 0 |
