| STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction | Dec 28, 2023 | RetrievalTime Series | CodeCode Available | 1 |
| How Does It Function? Characterizing Long-term Trends in Production Serverless Workloads | Dec 15, 2023 | DiversityScheduling | CodeCode Available | 1 |
| Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting | Dec 14, 2023 | ManagementRepresentation Learning | CodeCode Available | 1 |
| Extended Deep Adaptive Input Normalization for Preprocessing Time Series Data for Neural Networks | Oct 23, 2023 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series | Oct 2, 2023 | Time SeriesTime Series Prediction | CodeCode Available | 1 |
| MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation | Sep 25, 2023 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| Transformers versus LSTMs for electronic trading | Sep 20, 2023 | PredictionTime Series | CodeCode Available | 1 |
| Conformal PID Control for Time Series Prediction | Jul 31, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 |
| MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction | Jun 16, 2023 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| Feature Programming for Multivariate Time Series Prediction | Jun 9, 2023 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 1 |
| One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms | Jun 2, 2023 | AllPrediction | CodeCode Available | 1 |
| Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction | May 9, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Multi-step-ahead Stock Price Prediction Using Recurrent Fuzzy Neural Network and Variational Mode Decomposition | Dec 24, 2022 | PredictionStock Price Prediction | CodeCode Available | 1 |
| Temporal Saliency Detection Towards Explainable Transformer-based Timeseries Forecasting | Dec 15, 2022 | DecoderSaliency Detection | CodeCode Available | 1 |
| An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks | Nov 29, 2022 | PredictionTime Series | CodeCode Available | 1 |
| AA-Forecast: Anomaly-Aware Forecast for Extreme Events | Aug 21, 2022 | Anomaly ForecastingMultivariate Time Series Forecasting | CodeCode Available | 1 |
| MFRFNN: Multi-Functional Recurrent Fuzzy Neural Network for Chaotic Time Series Prediction | Aug 1, 2022 | PredictionStock Price Prediction | CodeCode Available | 1 |
| TSFEDL: A Python Library for Time Series Spatio-Temporal Feature Extraction and Prediction using Deep Learning (with Appendices on Detailed Network Architectures and Experimental Cases of Study) | Jun 7, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Sparse Graph Learning from Spatiotemporal Time Series | May 26, 2022 | Graph LearningInductive Bias | CodeCode Available | 1 |
| A Novel Deep Learning Model for Hotel Demand and Revenue Prediction amid COVID-19 | Mar 8, 2022 | Correlated Time Series ForecastingCOVID-19 Modelling | CodeCode Available | 1 |
| Structured Time Series Prediction without Structural Prior | Feb 7, 2022 | Domain AdaptationPrediction | CodeCode Available | 1 |
| Financial time series forecasting with multi-modality graph neural network | Jan 1, 2022 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| Neural network stochastic differential equation models with applications to financial data forecasting | Nov 25, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Non-Gaussian Gaussian Processes for Few-Shot Regression | Oct 26, 2021 | Few-Shot LearningGaussian Processes | CodeCode Available | 1 |
| Second-Order Neural ODE Optimizer | Sep 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
