Multiple-Resolution Tokenization for Time Series Forecasting with an Application to Pricing Jul 3, 2024 Time Series Time Series Forecasting
Code Code Available 5 Fi^2VTS: Time Series Forecasting Via Capturing Intra- and Inter-Variable Variations in the Frequency Domain Jul 31, 2024 Time Series Time Series Forecasting
Code Code Available 5 Alternative Telescopic Displacement: An Efficient Multimodal Alignment Method Jun 29, 2023 Arrhythmia Detection Cross-Modal Retrieval
Code Code Available 5 Multimodal Physical Activity Forecasting in Free-Living Clinical Settings: Hunting Opportunities for Just-in-Time Interventions Oct 12, 2024 regression Time Series Forecasting
Code Code Available 5 Multiple model estimation under perspective of random-fuzzy dual interpretation of unknown uncertainty Apr 1, 2024 Keypoint Estimation Point Tracking
Code Code Available 5 Correlated daily time series and forecasting in the M4 competition Mar 28, 2020 Time Series Time Series Analysis
Code Code Available 5 Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model Mar 30, 2020 Load Forecasting Time Series
Code Code Available 5 MTS-UNMixers: Multivariate Time Series Forecasting via Channel-Time Dual Unmixing Nov 26, 2024 Mamba Multivariate Time Series Forecasting
Code Code Available 5 Fourier-Mixed Window Attention: Accelerating Informer for Long Sequence Time-Series Forecasting Jul 2, 2023 Time Series Time Series Forecasting
Code Code Available 5 MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting Mar 26, 2018 Astronomy regression
Code Code Available 5 Adaptive Sparsity Level during Training for Efficient Time Series Forecasting with Transformers May 28, 2023 Time Series Time Series Forecasting
Code Code Available 5 Model selection in reconciling hierarchical time series Oct 21, 2020 model Model Selection
Code Code Available 5 Modeling the Dynamics of Growth in Master-Planned Communities Aug 26, 2024 Navigate Time Series
Code Code Available 5 FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time Series Nov 28, 2023 Additive models feature selection
Code Code Available 5 Model Compression for Dynamic Forecast Combination Apr 5, 2021 model Model Compression
Code Code Available 5 Forecasting with Deep Learning: Beyond Average of Average of Average Performance Jun 24, 2024 Time Series Forecasting Univariate Time Series Forecasting
Code Code Available 5 MFRS: A Multi-Frequency Reference Series Approach to Scalable and Accurate Time-Series Forecasting Mar 11, 2025 Multivariate Time Series Forecasting Time Series
Code Code Available 5 Minimal Time Series Transformer Mar 12, 2025 Time Series Time Series Forecasting
Code Code Available 5 Forecasting time series with constraints Feb 14, 2025 Additive models Benchmarking
Code Code Available 5 Accurate Uncertainties for Deep Learning Using Calibrated Regression Jul 1, 2018 Deep Learning Model-based Reinforcement Learning
Code Code Available 5 Forecasting Precipitable Water Vapor Using LSTMs Jun 26, 2020 Time Series Time Series Analysis
Code Code Available 5 Model Selection for Time Series Forecasting: Empirical Analysis of Different Estimators Apr 1, 2021 Model Selection Time Series
Code Code Available 5 MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge Jul 1, 2024 Model Predictive Control Scheduling
Code Code Available 5 MAGMA: Inference and Prediction with Multi-Task Gaussian Processes Jul 21, 2020 Gaussian Processes Prediction
Code Code Available 5 Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters Sep 29, 2019 BIG-bench Machine Learning Time Series
Code Code Available 5 Conformal time series decomposition with component-wise exchangeability Jun 24, 2024 Conformal Prediction Prediction
Code Code Available 5 Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables Jul 21, 2020 regression Time Series
Code Code Available 5 FPN-fusion: Enhanced Linear Complexity Time Series Forecasting Model Jun 6, 2024 Time Series Time Series Forecasting
Code Code Available 5 Conditional Time Series Forecasting with Convolutional Neural Networks Mar 14, 2017 Time Series Time Series Analysis
Code Code Available 5 Forecasting Across Time Series Databases using Recurrent Neural Networks on Groups of Similar Series: A Clustering Approach Oct 9, 2017 Benchmarking Clustering
Code Code Available 5 Forecasting Algorithms for Causal Inference with Panel Data Aug 6, 2022 Causal Inference counterfactual
Code Code Available 5 Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Nov 19, 2018 Precipitation Forecasting Time Series Analysis
Code Code Available 5 Conditional Temporal Neural Processes with Covariance Loss Jun 22, 2021 Time Series Forecasting Traffic Prediction
Code Code Available 5 LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law Feb 1, 2024 Language Modeling Language Modelling
Code Code Available 5 A hybrid method of Exponential Smoothing and Recurrent Neural Networks for time series forecasting Jul 18, 2019 Graph Neural Network Time Series
Code Code Available 5 LMS-AutoTSF: Learnable Multi-Scale Decomposition and Integrated Autocorrelation for Time Series Forecasting Dec 9, 2024 Time Series Time Series Forecasting
Code Code Available 5 A clustering approach to time series forecasting using neural networks: A comparative study on distance-based vs. feature-based clustering methods Jan 27, 2020 Anomaly Detection Clustering
Code Code Available 5 Flow-based Spatio-Temporal Structured Prediction of Motion Dynamics Apr 9, 2021 motion prediction Prediction
Code Code Available 5 Flipped Classroom: Effective Teaching for Time Series Forecasting Oct 17, 2022 Time Series Time Series Analysis
Code Code Available 5 Asset Price Forecasting using Recurrent Neural Networks Oct 10, 2020 Time Series Time Series Analysis
Code Code Available 5 Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting Feb 11, 2025 Computational Efficiency Time Series Forecasting
Code Code Available 5 Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series Forecasting Oct 4, 2024 tensor algebra Time Series
Code Code Available 5 Comparison of Deep learning models on time series forecasting : a case study of Dissolved Oxygen Prediction Nov 17, 2019 Deep Learning Small Data Image Classification
Code Code Available 5 Less is more: Embracing sparsity and interpolation with Esiformer for time series forecasting Oct 8, 2024 Multivariate Time Series Forecasting Time Series
Code Code Available 5 Leveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks Jun 17, 2025 energy management Time Series Forecasting
Code Code Available 5 Meta-learning and Data Augmentation for Stress Testing Forecasting Models Jun 24, 2024 Data Augmentation Meta-Learning
Code Code Available 5 Multivariate de Bruijn Graphs: A Symbolic Graph Framework for Time Series Forecasting May 28, 2025 Time Series Time Series Forecasting
Code Code Available 5 Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting May 6, 2024 Astronomy Irregular Time Series
Code Code Available 5 Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting Jun 28, 2023 All Decision Making
Code Code Available 5 Fine-Tuning a Time Series Foundation Model with Wasserstein Loss Sep 18, 2024 Time Series Time Series Forecasting
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