| Predictive maintenance solution for industrial systems -- an unsupervised approach based on log periodic power law | Aug 1, 2024 | Time Series | —Unverified | 0 |
| An Extreme Value Theory Approach for Understanding Queue Length Dynamics in Adaptive Corridors | Aug 1, 2024 | ManagementTime Series | —Unverified | 0 |
| Modeling stochastic eye tracking data: A comparison of quantum generative adversarial networks and Markov models | Aug 1, 2024 | Time Series | —Unverified | 0 |
| Temporal Subspace Clustering for Molecular Dynamics Data | Jul 31, 2024 | ClusteringTime Series | CodeCode Available | 0 |
| Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification | Jul 31, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction | Jul 31, 2024 | Time Series | CodeCode Available | 0 |
| Fi^2VTS: Time Series Forecasting Via Capturing Intra- and Inter-Variable Variations in the Frequency Domain | Jul 31, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Analyzing Customer-Facing Vendor Experiences with Time Series Forecasting and Monte Carlo Techniques | Jul 30, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Interpretable Pre-Trained Transformers for Heart Time-Series Data | Jul 30, 2024 | DecoderElectrocardiography (ECG) | CodeCode Available | 2 |
| Time Series Anomaly Detection with CNN for Environmental Sensors in Healthcare-IoT | Jul 30, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| A federated large language model for long-term time series forecasting | Jul 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Detecting Causality in the Frequency Domain with Cross-Mapping Coherence | Jul 30, 2024 | Causal DiscoveryTime Series | —Unverified | 0 |
| Generative model for financial time series trained with MMD using a signature kernel | Jul 29, 2024 | ManagementPortfolio Optimization | CodeCode Available | 0 |
| Aircraft Trajectory Segmentation-based Contrastive Coding: A Framework for Self-supervised Trajectory Representation | Jul 29, 2024 | ClusteringManagement | CodeCode Available | 0 |
| Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN | Jul 29, 2024 | Time Series | —Unverified | 0 |
| Designing Time-Series Models With Hypernetworks & Adversarial Portfolios | Jul 29, 2024 | Meta-LearningTime Series | CodeCode Available | 0 |
| Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting | Jul 29, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting | Jul 29, 2024 | Cloud ComputingManagement | —Unverified | 0 |
| Time series forecasting with high stakes: A field study of the air cargo industry | Jul 29, 2024 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Long Range Switching Time Series Prediction via State Space Model | Jul 27, 2024 | Change Point DetectionTime Series | —Unverified | 0 |
| Deep learning for predicting the occurrence of tipping points | Jul 26, 2024 | Deep LearningTime Series | CodeCode Available | 0 |
| Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection | Jul 26, 2024 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Contrastive Learning of Asset Embeddings from Financial Time Series | Jul 26, 2024 | Contrastive LearningManagement | CodeCode Available | 2 |
| TCGPN: Temporal-Correlation Graph Pre-trained Network for Stock Forecasting | Jul 26, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| RECOVAR: Representation Covariances on Deep Latent Spaces for Seismic Event Detection | Jul 25, 2024 | Event DetectionRepresentation Learning | CodeCode Available | 0 |