| A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings | May 23, 2024 | BenchmarkingData Integration | —Unverified | 0 |
| ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification | May 23, 2024 | ClassificationTime Series | CodeCode Available | 0 |
| FAITH: Frequency-domain Attention In Two Horizons for Time Series Forecasting | May 22, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| A Study of Posterior Stability for Time-Series Latent Diffusion | May 22, 2024 | DecoderImage Generation | —Unverified | 0 |
| GNN-based Anomaly Detection for Encoded Network Traffic | May 22, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Leveraging World Events to Predict E-Commerce Consumer Demand under Anomaly | May 22, 2024 | Demand ForecastingTime Series | CodeCode Available | 0 |
| Attention as an RNN | May 22, 2024 | GPUTime Series | CodeCode Available | 1 |
| Interpretable Multivariate Time Series Forecasting Using Neural Fourier Transform | May 22, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System | May 22, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Scaling-laws for Large Time-series Models | May 22, 2024 | DecoderTime Series | —Unverified | 0 |
| Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers | May 22, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Bond Graphs for multi-physics informed Neural Networks for multi-variate time series | May 22, 2024 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective | May 22, 2024 | Data IntegrationSensitivity | CodeCode Available | 3 |
| Unlocking the Power of Patch: Patch-Based MLP for Long-Term Time Series Forecasting | May 22, 2024 | AttributeMultivariate Time Series Forecasting | —Unverified | 0 |
| NFCL: Simply interpretable neural networks for a short-term multivariate forecasting | May 22, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Beyond Isolated Frames: Enhancing Sensor-Based Human Activity Recognition through Intra- and Inter-Frame Attention | May 21, 2024 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation | May 21, 2024 | ImputationMultivariate Time Series Imputation | —Unverified | 0 |
| Enhancing Transformer-based models for Long Sequence Time Series Forecasting via Structured Matrix | May 21, 2024 | Computational EfficiencyTime Series | CodeCode Available | 0 |
| Multimodal video analysis for crowd anomaly detection using open access tourism cameras | May 21, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Revisiting Day-ahead Electricity Price: Simple Model Save Millions | May 20, 2024 | Decision MakingTime Series | CodeCode Available | 0 |
| Adaptive Convolutional Forecasting Network Based on Time Series Feature-Driven | May 20, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Application of time-series quantum generative model to financial data | May 20, 2024 | Missing ValuesTime Series | —Unverified | 0 |
| Federated Learning for Time-Series Healthcare Sensing with Incomplete Modalities | May 20, 2024 | Computational EfficiencyFederated Learning | CodeCode Available | 0 |
| PATE: Proximity-Aware Time series anomaly Evaluation | May 20, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 1 |
| An Active Learning Framework with a Class Balancing Strategy for Time Series Classification | May 20, 2024 | Active LearningClassification | —Unverified | 0 |
