| T-Rep: Representation Learning for Time Series using Time-Embeddings | Oct 6, 2023 | Anomaly DetectionRepresentation Learning | CodeCode Available | 1 |
| Capturing Chronology and Extreme Values of Representative Days for Planning of Transmission Lines and Long-Term Energy Storage Systems | Oct 6, 2023 | Time Series | CodeCode Available | 0 |
| Ultimate limit on learning non-Markovian behavior: Fisher information rate and excess information | Oct 6, 2023 | Time Series | —Unverified | 0 |
| Introducing the Attribution Stability Indicator: a Measure for Time Series XAI Attributions | Oct 6, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 |
| Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series | Oct 5, 2023 | Decision MakingPlacenta Segmentation | CodeCode Available | 0 |
| Multitask Learning for Time Series Data with 2D Convolution | Oct 5, 2023 | Dynamic Time WarpingRecommendation Systems | —Unverified | 0 |
| Comparing Time-Series Analysis Approaches Utilized in Research Papers to Forecast COVID-19 Cases in Africa: A Literature Review | Oct 5, 2023 | Decision MakingTime Series | —Unverified | 0 |
| Toward a Foundation Model for Time Series Data | Oct 5, 2023 | modelSelf-Supervised Learning | —Unverified | 0 |
| An Efficient Content-based Time Series Retrieval System | Oct 5, 2023 | Information RetrievalRetrieval | —Unverified | 0 |
| TimeGPT-1 | Oct 5, 2023 | Deep LearningTime Series | CodeCode Available | 4 |
| Sparse Deep Learning for Time Series Data: Theory and Applications | Oct 5, 2023 | Deep LearningModel Compression | —Unverified | 0 |
| A Study of Quantisation-aware Training on Time Series Transformer Models for Resource-constrained FPGAs | Oct 4, 2023 | Time Series | —Unverified | 0 |
| Conformal Predictions for Longitudinal Data | Oct 4, 2023 | Conformal PredictionManagement | —Unverified | 0 |
| Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms | Oct 4, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| Graph Neural Networks and Time Series as Directed Graphs for Quality Recognition | Oct 4, 2023 | Time Series | —Unverified | 0 |
| Estimation of Models with Limited Data by Leveraging Shared Structure | Oct 4, 2023 | Time Series | —Unverified | 0 |
| Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification | Oct 4, 2023 | Functional ConnectivityTime Series | —Unverified | 0 |
| Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs | Oct 4, 2023 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery | Oct 3, 2023 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| Prompting-based Temporal Domain Generalization | Oct 3, 2023 | Domain GeneralizationTime Series | —Unverified | 0 |
| Enhanced LFTSformer: A Novel Long-Term Financial Time Series Prediction Model Using Advanced Feature Engineering and the DS Encoder Informer Architecture | Oct 3, 2023 | Feature EngineeringTime Series | —Unverified | 0 |
| Perceiver-based CDF Modeling for Time Series Forecasting | Oct 3, 2023 | PredictionTime Series | —Unverified | 0 |
| Time-LLM: Time Series Forecasting by Reprogramming Large Language Models | Oct 3, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 4 |
| Expert enhanced dynamic time warping based anomaly detection | Oct 2, 2023 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| DANI: Fast Diffusion Aware Network Inference with Preserving Topological Structure Property | Oct 2, 2023 | Time Series | CodeCode Available | 0 |
