| Revisiting Cont's Stylized Facts for Modern Stock Markets | Nov 13, 2023 | Time Series | —Unverified | 0 |
| Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation | Nov 13, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Temporal Performance Prediction for Deep Convolutional Long Short-Term Memory Networks | Nov 13, 2023 | Autonomous DrivingSemantic Segmentation | —Unverified | 0 |
| DeepQC: A Deep Learning System for Automatic Quality Control of In-situ Soil Moisture Sensor Time Series Data | Nov 12, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| TSViT: A Time Series Vision Transformer for Fault Diagnosis | Nov 12, 2023 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Doubly Robust Structure Identification from Temporal Data | Nov 10, 2023 | Time Series | —Unverified | 0 |
| k-Parameter Approach for False In-Season Anomaly Suppression in Daily Time Series Anomaly Detection | Nov 10, 2023 | Anomaly DetectionPosition | —Unverified | 0 |
| Time Scale Network: A Shallow Neural Network For Time Series Data | Nov 10, 2023 | EEGSeizure prediction | —Unverified | 0 |
| Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck | Nov 8, 2023 | Time Series | —Unverified | 0 |
| Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations | Nov 8, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Causal Inference on Investment Constraints and Non-stationarity in Dynamic Portfolio Optimization through Reinforcement Learning | Nov 8, 2023 | Causal InferenceManagement | —Unverified | 0 |
| CNN-Based Structural Damage Detection using Time-Series Sensor Data | Nov 7, 2023 | Structural Health MonitoringTime Series | —Unverified | 0 |
| PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning | Nov 7, 2023 | DecoderRepresentation Learning | —Unverified | 0 |
| Generative learning for nonlinear dynamics | Nov 7, 2023 | Learning TheoryState Space Models | —Unverified | 0 |
| Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification | Nov 6, 2023 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| TS-Diffusion: Generating Highly Complex Time Series with Diffusion Models | Nov 6, 2023 | DecoderMissing Values | —Unverified | 0 |
| Optimal Estimation Methodologies for Panel Data Regression Models | Nov 6, 2023 | Econometricsregression | —Unverified | 0 |
| Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series | Nov 6, 2023 | Time Series | CodeCode Available | 0 |
| Discret2Di -- Deep Learning based Discretization for Model-based Diagnosis | Nov 6, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Time Series Synthesis Using the Matrix Profile for Anonymization | Nov 5, 2023 | Time Series | —Unverified | 0 |
| Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights | Nov 5, 2023 | RetrievalTime Series | —Unverified | 0 |
| Sketching Multidimensional Time Series for Fast Discord Mining | Nov 5, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Ego-Network Transformer for Subsequence Classification in Time Series Data | Nov 5, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| An adaptive standardisation methodology for Day-Ahead electricity price forecasting | Nov 5, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network | Nov 4, 2023 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |