Browse State-of-the-Art › Time Series Forecasting › Papers, page 13

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 13 of 17: papers 1,201 to 1,300 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.

• Rail Crack Propagation Forecasting Using Multi-horizons RNNs
  4 Sep 2023 0 repositories listed
• How Does Forecasting Affect the Convergence of DRL Techniques in O-RAN Slicing?
  1 Sep 2023 0 repositories listed
• MadSGM: Multivariate Anomaly Detection with Score-based Generative Models
  29 Aug 2023 0 repositories listed
• Hierarchical Time Series Forecasting with Bayesian Modeling
  28 Aug 2023 0 repositories listed
• DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series
  26 Aug 2023 0 repositories listed
• Probabilistic load forecasting with Reservoir Computing
  24 Aug 2023 0 repositories listed
• ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting
  14 Aug 2023 0 repositories listed
• A Forecaster's Review of Judea Pearl's Causality: Models, Reasoning and Inference, Second Edition, 2009
  10 Aug 2023 0 repositories listed
• A Distance Correlation-Based Approach to Characterize the Effectiveness of Recurrent Neural Networks for Time Series Forecasting
  28 Jul 2023 0 repositories listed
• HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting
  27 Jul 2023 0 repositories listed
• Emerging Statistical Machine Learning Techniques for Extreme Temperature Forecasting in U.S. Cities
  26 Jul 2023 0 repositories listed
• Comparative Analysis of Machine Learning, Hybrid, and Deep Learning Forecasting Models Evidence from European Financial Markets and Bitcoins
  17 Jul 2023 0 repositories listed
• MPR-Net:Multi-Scale Pattern Reproduction Guided Universality Time Series Interpretable Forecasting
  13 Jul 2023 0 repositories listed
• GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting
  7 Jul 2023 0 repositories listed
• Improving the Transferability of Time Series Forecasting with Decomposition Adaptation
  30 Jun 2023 0 repositories listed
• Comparative Study of Predicting Stock Index Using Deep Learning Models
  24 Jun 2023 0 repositories listed
• G-NM: A Group of Numerical Time Series Prediction Models
  20 Jun 2023 0 repositories listed
• Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting
  19 Jun 2023 0 repositories listed
• Deep Learning for Energy Time-Series Analysis and Forecasting
  15 Jun 2023 0 repositories listed
• Making forecasting self-learning and adaptive -- Pilot forecasting rack
  12 Jun 2023 0 repositories listed
• MPPN: Multi-Resolution Periodic Pattern Network For Long-Term Time Series Forecasting
  12 Jun 2023 0 repositories listed
• Non-parametric Probabilistic Time Series Forecasting via Innovations Representation
  5 Jun 2023 0 repositories listed
• Cross-LKTCN: Modern Convolution Utilizing Cross-Variable Dependency for Multivariate Time Series Forecasting Dependency for Multivariate Time Series Forecasting
  4 Jun 2023 0 repositories listed
• An End-to-End Time Series Model for Simultaneous Imputation and Forecast
  1 Jun 2023 0 repositories listed
• EAMDrift: An interpretable self retrain model for time series
  31 May 2023 0 repositories listed
• Stecformer: Spatio-temporal Encoding Cascaded Transformer for Multivariate Long-term Time Series Forecasting
  25 May 2023 0 repositories listed
• Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
  25 May 2023 0 repositories listed
• TLNets: Transformation Learning Networks for long-range time-series prediction
  25 May 2023 0 repositories listed
• Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
  22 May 2023 0 repositories listed
• Short-Term Electricity Load Forecasting Using the Temporal Fusion Transformer: Effect of Grid Hierarchies and Data Sources
  17 May 2023 0 repositories listed
• pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting
  16 May 2023 0 repositories listed
• Differential Convolutional Fuzzy Time Series Forecasting
  15 May 2023 0 repositories listed
• HiPerformer: Hierarchically Permutation-Equivariant Transformer for Time Series Forecasting
  14 May 2023 0 repositories listed
• A Generic Approach to Integrating Time into Spatial-Temporal Forecasting via Conditional Neural Fields
  11 May 2023 0 repositories listed
• How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting?
  11 May 2023 0 repositories listed
• Mlinear: Rethink the Linear Model for Time-series Forecasting
  8 May 2023 0 repositories listed
• Forecast reconciliation for vaccine supply chain optimization
  2 May 2023 0 repositories listed
• Diffusion Models for Time Series Applications: A Survey
  1 May 2023 0 repositories listed
• Expanding the Prediction Capacity in Long Sequence Time-Series Forecasting
  1 May 2023 0 repositories listed
• Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020-2022
  21 Apr 2023 0 repositories listed
• Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting
  21 Apr 2023 0 repositories listed
• Forecasting with Sparse but Informative Variables: A Case Study in Predicting Blood Glucose
  17 Apr 2023 0 repositories listed
• On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence
  13 Apr 2023 0 repositories listed
• Financial Time Series Forecasting using CNN and Transformer
  11 Apr 2023 0 repositories listed
• Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning
  10 Apr 2023 0 repositories listed
• OFTER: An Online Pipeline for Time Series Forecasting
  8 Apr 2023 0 repositories listed
• An evaluation of time series forecasting models on water consumption data: A case study of Greece
  30 Mar 2023 0 repositories listed
• It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting
  23 Mar 2023 0 repositories listed
• Reducing Air Pollution through Machine Learning
  22 Mar 2023 0 repositories listed
• TsSHAP: Robust model agnostic feature-based explainability for time series forecasting
  22 Mar 2023 0 repositories listed
• Late Meta-learning Fusion Using Representation Learning for Time Series Forecasting
  20 Mar 2023 0 repositories listed
• TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction
  17 Mar 2023 0 repositories listed
• Arbitrary Order Meta-Learning with Simple Population-Based Evolution
  16 Mar 2023 0 repositories listed
• Sinkhorn-Flow: Predicting Probability Mass Flow in Dynamical Systems Using Optimal Transport
  14 Mar 2023 0 repositories listed
• Comparing statistical and machine learning methods for time series forecasting in data-driven logistics -- A simulation study
  13 Mar 2023 0 repositories listed
• Hybrid Variational Autoencoder for Time Series Forecasting
  13 Mar 2023 0 repositories listed
• Machine Learning Enhanced Hankel Dynamic-Mode Decomposition
  11 Mar 2023 0 repositories listed
• Feature Selection with Annealing for Forecasting Financial Time Series
  3 Mar 2023 0 repositories listed
• A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to TBI Phenotyping
  27 Feb 2023 0 repositories listed
• Combating Uncertainties in Wind and Distributed PV Energy Sources Using Integrated Reinforcement Learning and Time-Series Forecasting
  27 Feb 2023 0 repositories listed
• Chaotic Variational Auto encoder-based Adversarial Machine Learning
  25 Feb 2023 0 repositories listed
• In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance
  25 Feb 2023 0 repositories listed
• Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting
  20 Feb 2023 0 repositories listed
• Masked Multi-Step Probabilistic Forecasting for Short-to-Mid-Term Electricity Demand
  14 Feb 2023 0 repositories listed
• Interpretable Deep Learning for Forecasting Online Advertising Costs: Insights from the Competitive Bidding Landscape
  11 Feb 2023 0 repositories listed
• SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies
  11 Feb 2023 0 repositories listed
• Surrogate uncertainty estimation for your time series forecasting black-box: learn when to trust
  6 Feb 2023 0 repositories listed
• Cross-Frequency Time Series Meta-Forecasting
  4 Feb 2023 0 repositories listed
• Multivariate Time Series Anomaly Detection via Dynamic Graph Forecasting
  4 Feb 2023 0 repositories listed
• FV-MgNet: Fully Connected V-cycle MgNet for Interpretable Time Series Forecasting
  2 Feb 2023 0 repositories listed
• Time Series Forecasting via Semi-Asymmetric Convolutional Architecture with Global Atrous Sliding Window
  31 Jan 2023 0 repositories listed
• Targeted Attacks on Timeseries Forecasting
  27 Jan 2023 0 repositories listed
• Multi-view Kernel PCA for Time series Forecasting
  24 Jan 2023 0 repositories listed
• Regular Time-series Generation using SGM
  20 Jan 2023 0 repositories listed
• Neural Spline Search for Quantile Probabilistic Modeling
  12 Jan 2023 0 repositories listed
• DANLIP: Deep Autoregressive Networks for Locally Interpretable Probabilistic Forecasting
  5 Jan 2023 0 repositories listed
• Infomaxformer: Maximum Entropy Transformer for Long Time-Series Forecasting Problem
  4 Jan 2023 0 repositories listed
• Time series Forecasting to detect anomalous behaviours in Multiphase Flow Meters
  30 Dec 2022 0 repositories listed
• Temporal Disaggregation of the Cumulative Grass Growth
  21 Dec 2022 0 repositories listed
• A Pattern Discovery Approach to Multivariate Time Series Forecasting
  20 Dec 2022 0 repositories listed
• Improving Accuracy Without Losing Interpretability: A ML Approach for Time Series Forecasting
  13 Dec 2022 0 repositories listed
• Agnostic Learning for Packing Machine Stoppage Prediction in Smart Factories
  12 Dec 2022 0 repositories listed
• Towards Better Long-range Time Series Forecasting using Generative Forecasting
  9 Dec 2022 0 repositories listed
• A K-variate Time Series Is Worth K Words: Evolution of the Vanilla Transformer Architecture for Long-term Multivariate Time Series Forecasting
  6 Dec 2022 0 repositories listed
• cs-net: structural approach to time-series forecasting for high-dimensional feature space data with limited observations
  5 Dec 2022 0 repositories listed
• Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data
  30 Nov 2022 0 repositories listed
• Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting
  29 Nov 2022 0 repositories listed
• Beyond S-curves: Recurrent Neural Networks for Technology Forecasting
  28 Nov 2022 0 repositories listed
• Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
  28 Nov 2022 0 repositories listed
• An Anomaly Detection Method for Satellites Using Monte Carlo Dropout
  27 Nov 2022 0 repositories listed
• Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments
  24 Nov 2022 0 repositories listed
• Time Series Forecasting with Hypernetworks Generating Parameters in Advance
  22 Nov 2022 0 repositories listed
• A Graph Neural Networks based Framework for Topology-Aware Proactive SLA Management in a Latency Critical NFV Application Use-case
  10 Nov 2022 0 repositories listed
• Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Deep Learning-Based Time Series Forecasting
  9 Nov 2022 0 repositories listed
• TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative Filtering
  8 Nov 2022 0 repositories listed
• Deep learning for structural health monitoring: An application to heritage structures
  4 Nov 2022 0 repositories listed
• MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction
  3 Nov 2022 0 repositories listed
• WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
  25 Oct 2022 0 repositories listed
• Multimodal Neural Network For Demand Forecasting
  20 Oct 2022 0 repositories listed
• Temporal-Spatial dependencies ENhanced deep learning model (TSEN) for household leverage series forecasting
  17 Oct 2022 0 repositories listed