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Time Series Forecasting

Papers archive 2025-07-28

archive papers tagged: 1,609 · with a code link: 714 · where Syntology ran a sample: 211 (186 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (211 of 1,609 tagged: 186 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument)

Page 15 of 17: papers 1,401 to 1,500 of 1,609, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• The mbsts package: Multivariate Bayesian Structural Time Series Models in R
  26 Jun 2021 0 repositories listed
• MegazordNet: combining statistical and machine learning standpoints for time series forecasting
  23 Jun 2021 0 repositories listed
• On the benefits of maximum likelihood estimation for Regression and Forecasting
  18 Jun 2021 0 repositories listed
• Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL
  15 Jun 2021 0 repositories listed
• Faster than LASER -- Towards Stream Reasoning with Deep Neural Networks
  15 Jun 2021 0 repositories listed
• Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures
  14 Jun 2021 0 repositories listed
• Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties
  10 Jun 2021 0 repositories listed
• RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting
  8 Jun 2021 0 repositories listed
• DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting
  7 Jun 2021 0 repositories listed
• Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems
  3 Jun 2021 0 repositories listed
• Periodic Freight Demand Estimation for Large-scale Tactical Planning
  19 May 2021 0 repositories listed
• Univariate Long-Term Municipal Water Demand Forecasting
  18 May 2021 0 repositories listed
• Long Short-term Memory RNN
  14 May 2021 0 repositories listed
• Comparison of Traditional and Hybrid Time Series Models for Forecasting COVID-19 Cases
  5 May 2021 0 repositories listed
• Stock Price Forecasting in Presence of Covid-19 Pandemic and Evaluating Performances of Machine Learning Models for Time-Series Forecasting
  4 May 2021 0 repositories listed
• TimeGym: Debugging for Time Series Modeling in Python
  4 May 2021 0 repositories listed
• MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price
  3 May 2021 0 repositories listed
• Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods
  28 Apr 2021 0 repositories listed
• Stochastic Recurrent Neural Network for Multistep Time Series Forecasting
  26 Apr 2021 0 repositories listed
• A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning
  23 Apr 2021 0 repositories listed
• Forecasting The JSE Top 40 Using Long Short-Term Memory Networks
  20 Apr 2021 0 repositories listed
• Viking: Variational Bayesian Variance Tracking
  16 Apr 2021 0 repositories listed
• Boosted Embeddings for Time Series Forecasting
  10 Apr 2021 0 repositories listed
• Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air
  7 Apr 2021 0 repositories listed
• Towards a Rigorous Evaluation of Explainability for Multivariate Time Series
  6 Apr 2021 0 repositories listed
• A Comparative Analysis of Machine Learning and Grey Models
  2 Apr 2021 0 repositories listed
• Time Series Analysis and Modeling to Forecast: a Survey
  31 Mar 2021 0 repositories listed
• Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting
  30 Mar 2021 0 repositories listed
• Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting
  26 Mar 2021 0 repositories listed
• Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version
  19 Mar 2021 0 repositories listed
• Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning
  15 Mar 2021 0 repositories listed
• A novel weighted approach for time series forecasting based on visibility graph
  14 Mar 2021 0 repositories listed
• How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
  12 Mar 2021 0 repositories listed
• LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management
  6 Mar 2021 0 repositories listed
• Two-Stage Framework for Seasonal Time Series Forecasting
  3 Mar 2021 0 repositories listed
• Variance Reduced Training with Stratified Sampling for Forecasting Models
  2 Mar 2021 0 repositories listed
• AutoAI-TS: AutoAI for Time Series Forecasting
  24 Feb 2021 0 repositories listed
• Deep Video Prediction for Time Series Forecasting
  24 Feb 2021 0 repositories listed
• Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II
  23 Feb 2021 0 repositories listed
• On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification
  17 Feb 2021 0 repositories listed
• Forecasting Nonnegative Time Series via Sliding Mask Method (SMM) and Latent Clustered Forecast (LCF)
  10 Feb 2021 0 repositories listed
• Understanding the input-output relationship of neural networks in the time series forecasting radon levels at Canfranc Underground Laboratory
  5 Feb 2021 0 repositories listed
• Stochastic Online Convex Optimization. Application to probabilistic time series forecasting
  1 Feb 2021 0 repositories listed
• Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting
  31 Jan 2021 0 repositories listed
• Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting
  31 Jan 2021 0 repositories listed
• Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting
  25 Jan 2021 0 repositories listed
• Multi-Task Time Series Forecasting With Shared Attention
  24 Jan 2021 0 repositories listed
• Flow Forecast: A deep learning for time series forecasting, classification, and anomaly detection framework built in PyTorch
  18 Jan 2021 0 repositories listed
• Challenges and approaches to time-series forecasting in data center telemetry: A Survey
  11 Jan 2021 0 repositories listed
• Sparsifying Networks via Subdifferential Inclusion
  1 Jan 2021 0 repositories listed
• Machine Learning Advances for Time Series Forecasting
  23 Dec 2020 0 repositories listed
• COVID-19 Outbreak Prediction and Analysis using Self Reported Symptoms
  21 Dec 2020 0 repositories listed
• Series Saliency: Temporal Interpretation for Multivariate Time Series Forecasting
  16 Dec 2020 0 repositories listed
• An Expectation-Based Network Scan Statistic for a COVID-19 Early Warning System
  8 Dec 2020 0 repositories listed
• Dynamic Clustering in Federated Learning
  7 Dec 2020 0 repositories listed
• Deep Rao-Blackwellised Particle Filters for Time Series Forecasting
  1 Dec 2020 0 repositories listed
• Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches
  26 Nov 2020 0 repositories listed
• Unsupervised learning for economic risk evaluation in the context of Covid-19 pandemic
  26 Nov 2020 0 repositories listed
• Analysis of Empirical Mode Decomposition-based Load and Renewable Time Series Forecasting
  23 Nov 2020 0 repositories listed
• Two-Step Meta-Learning for Time-Series Forecasting Ensemble
  20 Nov 2020 0 repositories listed
• Visual Time Series Forecasting: An Image-driven Approach
  18 Nov 2020 0 repositories listed
• Deep Neural Networks and Neuro-Fuzzy Networks for Intellectual Analysis of Economic Systems
  11 Nov 2020 0 repositories listed
• Energy consumption forecasting using a stacked nonparametric Bayesian approach
  11 Nov 2020 0 repositories listed
• Forecasting and Analyzing the Military Expenditure of India Using Box-Jenkins ARIMA Model
  10 Nov 2020 0 repositories listed
• Forecasting Emergency Department Capacity Constraints for COVID Isolation Beds
  9 Nov 2020 0 repositories listed
• Predicting the Future is like Completing a Painting!
  9 Nov 2020 0 repositories listed
• Predictive Process Model Monitoring using Recurrent Neural Networks
  5 Nov 2020 0 repositories listed
• Statistical analysis of Wasserstein GANs with applications to time series forecasting
  5 Nov 2020 0 repositories listed
• Time Series Forecasting with Stacked Long Short-Term Memory Networks
  2 Nov 2020 0 repositories listed
• Comparison of ARIMA, ETS, NNAR and hybrid models to forecast the second wave of COVID-19 hospitalizations in Italy
  22 Oct 2020 0 repositories listed
• A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine
  20 Oct 2020 0 repositories listed
• Variational Dynamic Mixtures
  20 Oct 2020 0 repositories listed
• DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation
  19 Oct 2020 0 repositories listed
• Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges
  10 Oct 2020 0 repositories listed
• Stochastically forced ensemble dynamic mode decomposition for forecasting and analysis of near-periodic systems
  8 Oct 2020 0 repositories listed
• Universal time-series forecasting with mixture predictors
  1 Oct 2020 0 repositories listed
• Few-shot Learning for Time-series Forecasting
  30 Sep 2020 0 repositories listed
• Forecasting Short-term load using Econometrics time series model with T-student Distribution
  28 Sep 2020 0 repositories listed
• Transient Classification in low SNR Gravitational Wave data using Deep Learning
  20 Sep 2020 0 repositories listed
• Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting
  18 Sep 2020 0 repositories listed
• Explainable boosted linear regression for time series forecasting
  18 Sep 2020 0 repositories listed
• Recurrent Graph Tensor Networks: A Low-Complexity Framework for Modelling High-Dimensional Multi-Way Sequence
  18 Sep 2020 0 repositories listed
• Demand Forecasting of Individual Probability Density Functions with Machine Learning
  15 Sep 2020 0 repositories listed
• Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People
  8 Sep 2020 0 repositories listed
• LAVARNET: Neural Network Modeling of Causal Variable Relationships for Multivariate Time Series Forecasting
  2 Sep 2020 0 repositories listed
• Photonic reservoir computer based on frequency multiplexing
  25 Aug 2020 0 repositories listed
• Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting
  20 Aug 2020 0 repositories listed
• MTHetGNN: A Heterogeneous Graph Embedding Framework for Multivariate Time Series Forecasting
  19 Aug 2020 0 repositories listed
• Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting
  18 Aug 2020 0 repositories listed
• Image Processing Tools for Financial Time Series Classification
  13 Aug 2020 0 repositories listed
• Regularized Flexible Activation Function Combinations for Deep Neural Networks
  26 Jul 2020 0 repositories listed
• Attention Mechanism for Multivariate Time Series Recurrent Model Interpretability Applied to the Ironmaking Industry
  15 Jul 2020 0 repositories listed
• A unified machine learning approach to time series forecasting applied to demand at emergency departments
  13 Jul 2020 0 repositories listed
• PECAIQR: A Model for Infectious Disease Applied to the Covid-19 Epidemic
  17 Jun 2020 0 repositories listed
• Fairness in Forecasting and Learning Linear Dynamical Systems
  12 Jun 2020 0 repositories listed
• Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting
  11 Jun 2020 0 repositories listed
• Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting
  10 Jun 2020 0 repositories listed
• Hybrid Model for Anomaly Detection on Call Detail Records by Time Series Forecasting
  7 Jun 2020 0 repositories listed
• A machine learning approach for forecasting hierarchical time series
  31 May 2020 0 repositories listed
• Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting
  23 May 2020 0 repositories listed