| Self-Organization Towards 1/f Noise in Deep Neural Networks | Jan 20, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| AI enabled RPM for Mental Health Facility | Jan 20, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Regular Time-series Generation using SGM | Jan 20, 2023 | DenoisingDiversity | —Unverified | 0 |
| Interpretable Classification of Early Stage Parkinson's Disease from EEG | Jan 20, 2023 | ClassificationEEG | —Unverified | 0 |
| Dataset Bias in Human Activity Recognition | Jan 19, 2023 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Diffusion-based Conditional ECG Generation with Structured State Space Models | Jan 19, 2023 | State Space ModelsSynthetic Data Generation | CodeCode Available | 1 |
| Synthcity: facilitating innovative use cases of synthetic data in different data modalities | Jan 18, 2023 | FairnessIrregular Time Series | CodeCode Available | 2 |
| Deep Learning Enables Reduced Gadolinium Dose for Contrast-Enhanced Blood-Brain Barrier Opening | Jan 18, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Leveraging Vision-Language Models for Granular Market Change Prediction | Jan 17, 2023 | PredictionStock Price Prediction | —Unverified | 0 |
| Planning of Fast Charging Infrastructure for Electric Vehicles in a Distribution System and Prediction of Dynamic Price | Jan 17, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Probabilistic Traffic Forecasting with Dynamic Regression | Jan 17, 2023 | regressionTime Series | CodeCode Available | 0 |
| ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence | Jan 17, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predictive Modeling of Coronal Hole Areas Using Long Short-Term Memory Networks | Jan 17, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Transformer-based Diffusion Probabilistic Model for Heart Rate and Blood Pressure Forecasting in Intensive Care Unit | Jan 16, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Temporal-lobe Epilepsy: Harmonic and Anharmonic Periodicity in Microeletrode Voltage | Jan 16, 2023 | RhythmTime Series | —Unverified | 0 |
| Sensor data-driven analysis for identification of causal relationships between exposure to air pollution and respiratory rate in asthmatics | Jan 16, 2023 | Causal DiscoveryEpidemiology | —Unverified | 0 |
| Causal Recurrent Variational Autoencoder for Medical Time Series Generation | Jan 16, 2023 | Causal InferenceDecoder | CodeCode Available | 1 |
| Robust M-Estimation for Additive Single-Index Cointegrating Time Series Models | Jan 16, 2023 | parameter estimationTime Series | —Unverified | 0 |
| Efficient anomaly detection method for rooftop PV systems using big data and permutation entropy | Jan 15, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Ordinal methods for a characterization of evolving functional brain networks | Jan 13, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks | Jan 13, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification | Jan 12, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Unsupervised Driving Event Discovery Based on Vehicle CAN-data | Jan 12, 2023 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
| ViTs for SITS: Vision Transformers for Satellite Image Time Series | Jan 12, 2023 | Semantic SegmentationTime Series | CodeCode Available | 2 |
| Persistence-Based Discretization for Learning Discrete Event Systems from Time Series | Jan 12, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |