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Time Series Prediction

Papers archive 2025-07-28

archive papers tagged: 477 · with a code link: 156 · where Syntology ran a sample: 32 (25 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (32 of 477 tagged: 25 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 2 of 5: papers 101 to 200 of 477, 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.

• Prediction of the motion of chest internal points using a recurrent neural network trained with real-time recurrent learning for latency compensation in lung cancer radiotherapy
  13 Jul 2022 1 repository listed
• Rapid training of quantum recurrent neural networks
  1 Jul 2022 1 repository listed
• Sparse Graph Learning from Spatiotemporal Time Series
  26 May 2022 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Time Series Prediction by Multi-task GPR with Spatiotemporal Information Transformation
  26 Apr 2022 1 repository listed
• A Novel Deep Learning Model for Hotel Demand and Revenue Prediction amid COVID-19
  8 Mar 2022 1 repository listed
• Structured Time Series Prediction without Structural Prior
  7 Feb 2022 1 repository listed
• Imbedding Deep Neural Networks
  31 Jan 2022 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Financial time series forecasting with multi-modality graph neural network
  1 Jan 2022 1 repository listed
• MOEF: Modeling Occasion Evolution in Frequency Domain for Promotion-Aware Click-Through Rate Prediction
  27 Dec 2021 1 repository listed
• Neural network stochastic differential equation models with applications to financial data forecasting
  25 Nov 2021 1 repository listed
• LibCity: An Open Library for Traffic Prediction
  4 Nov 2021 1 repository listed
• Non-Gaussian Gaussian Processes for Few-Shot Regression
  26 Oct 2021 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Second-Order Neural ODE Optimizer
  29 Sep 2021 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• Completion and Augmentation based Spatiotemporal Deep Learning Approach for Short-Term Metro Origin-Destination Matrix Prediction under Limited Observable Data
  9 Aug 2021 1 repository listed
• Temporal Dependencies in Feature Importance for Time Series Predictions
  29 Jul 2021 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 7 harvested samples) · 7 pointer-only (licence)
• FNetAR: Mixing Tokens with Autoregressive Fourier Transforms
  22 Jul 2021 1 repository listed
• Improving COVID-19 Forecasting using eXogenous Variables
  20 Jul 2021 1 repository listed
• Spatiotemporal information conversion machine for time-series prediction
  3 Jul 2021 1 repository listed
• Closed-form Continuous-time Neural Models
  25 Jun 2021 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 1 pointer-only (licence)
• ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models
  18 Jun 2021 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Prediction of the Position of External Markers Using a Recurrent Neural Network Trained With Unbiased Online Recurrent Optimization for Safe Lung Cancer Radiotherapy
  2 Jun 2021 1 repository listed
• CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy Model
  31 May 2021 1 repository listed
• Generative Network-Based Reduced-Order Model for Prediction, Data Assimilation and Uncertainty Quantification
  28 May 2021 1 repository listed
• AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
  22 May 2021 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales
  9 Apr 2021 1 repository listed
• Evaluation of deep learning models for multi-step ahead time series prediction
  26 Mar 2021 1 repository listed
• Dynamic Virtual Graph Significance Networks for Predicting Influenza
  16 Feb 2021 1 repository listed
• A Review of Graph Neural Networks and Their Applications in Power Systems
  25 Jan 2021 1 repository listed
• Graph Edit Networks
  1 Jan 2021 1 repository listed
• Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction
  26 Nov 2020 1 repository listed
• ATCN: Resource-Efficient Processing of Time Series on Edge
  10 Nov 2020 1 repository listed
• Deep Switching Auto-Regressive Factorization:Application to Time Series Forecasting
  10 Sep 2020 1 repository listed
• Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting
  18 Jun 2020 1 repository listed
• Reservoir Computing meets Recurrent Kernels and Structured Transforms
  12 Jun 2020 1 repository listed
• Deep Stock Predictions
  8 Jun 2020 1 repository listed
• DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting
  26 May 2020 1 repository listed
• Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution
  9 Mar 2020 1 repository listed
• Dimensionality reduction to maximize prediction generalization capability
  1 Mar 2020 1 repository listed
• Bayesian Neural Architecture Search using A Training-Free Performance Metric
  29 Jan 2020 1 repository listed
• Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time
  1 Jan 2020 1 repository listed
• Multi-task Temporal Convolutional Network for Predicting Water Quality Sensor
  5 Dec 2019 1 repository listed
• Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality
  22 Nov 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network
  19 Nov 2019 1 repository listed
• Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution
  11 Nov 2019 1 repository listed
• Patch Learning
  1 Jun 2019 1 repository listed
• STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
  24 May 2019 1 repository listed
• Recurrent Neural Filters: Learning Independent Bayesian Filtering Steps for Time Series Prediction
  23 Jan 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Langevin-gradient parallel tempering for Bayesian neural learning
  11 Nov 2018 1 repository listed
• Adversarial Constraint Learning for Structured Prediction
  27 May 2018 1 repository listed
• RNN-based counterfactual prediction, with an application to homestead policy and public schooling
  10 Dec 2017 1 repository listed
• DeepTFP: Mobile Time Series Data Analytics based Traffic Flow Prediction
  1 Oct 2017 1 repository listed
• Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
  21 Apr 2017 1 repository listed
• Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction
  27 Mar 2017 1 repository listed
• Co-evolutionary multi-task learning for dynamic time series prediction
  27 Feb 2017 1 repository listed
• Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction
  1 Dec 2016 1 repository listed
• Dynamic process fault prediction using canonical variable trend analysis
  12 Apr 2016 1 repository listed
• Wavelet-Enhanced Neural ODE and Graph Attention for Interpretable Energy Forecasting
  14 Jul 2025 0 repositories listed
• SEED: A Structural Encoder for Embedding-Driven Decoding in Time Series Prediction with LLMs
  25 Jun 2025 0 repositories listed
• A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer
  23 Jun 2025 0 repositories listed
• MS-TVNet:A Long-Term Time Series Prediction Method Based on Multi-Scale Dynamic Convolution
  8 Jun 2025 0 repositories listed
• Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction
  5 Jun 2025 0 repositories listed Syntology 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• A Family of Robust Generalized Adaptive Filters and Application for Time-series Prediction
  31 May 2025 0 repositories listed
• Bridging the Modality Gap: Enhancing Channel Prediction with Semantically Aligned LLMs and Knowledge Distillation
  19 May 2025 0 repositories listed
• Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation
  13 May 2025 0 repositories listed
• LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction
  5 May 2025 0 repositories listed
• Predicting the Price of Gold in the Financial Markets Using Hybrid Models
  2 May 2025 0 repositories listed
• Multidimensional precipitation index prediction based on CNN-LSTM hybrid framework
  29 Apr 2025 0 repositories listed
• MMformer with Adaptive Transferable Attention: Advancing Multivariate Time Series Forecasting for Environmental Applications
  18 Apr 2025 0 repositories listed
• Boosting Reservoir Computing with Brain-inspired Adaptive Dynamics
  16 Apr 2025 0 repositories listed
• Dynamics and Computational Principles of Echo State Networks: A Mathematical Perspective
  16 Apr 2025 0 repositories listed
• Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting?
  14 Apr 2025 0 repositories listed
• Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression under Indirect Supervision
  12 Apr 2025 0 repositories listed
• TSP-OCS: A Time-Series Prediction for Optimal Camera Selection in Multi-Viewpoint Surgical Video Analysis
  9 Apr 2025 0 repositories listed
• Structuring Multiple Simple Cycle Reservoirs with Particle Swarm Optimization
  6 Apr 2025 0 repositories listed
• Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning
  31 Mar 2025 0 repositories listed
• PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data
  15 Mar 2025 0 repositories listed
• FinTSBridge: A New Evaluation Suite for Real-world Financial Prediction with Advanced Time Series Models
  10 Mar 2025 0 repositories listed
• Characterizing Learning in Spiking Neural Networks with Astrocyte-Like Units
  9 Mar 2025 0 repositories listed
• Applied Machine Learning Methods with Long-Short Term Memory Based Recurrent Neural Networks for Multivariate Temperature Prediction
  8 Mar 2025 0 repositories listed
• Differential Machine Learning for Time Series Prediction
  5 Mar 2025 0 repositories listed
• Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
  2 Mar 2025 0 repositories listed
• AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models
  25 Feb 2025 0 repositories listed
• Learning Novel Transformer Architecture for Time-series Forecasting
  19 Feb 2025 0 repositories listed
• Exploring Patterns Behind Sports
  11 Feb 2025 0 repositories listed
• Learning Hamiltonian Dynamics with Bayesian Data Assimilation
  31 Jan 2025 0 repositories listed
• Deterministic Reservoir Computing for Chaotic Time Series Prediction
  26 Jan 2025 0 repositories listed
• Heterogeneous Federated Learning System for Sparse Healthcare Time-Series Prediction
  21 Jan 2025 0 repositories listed
• Heterogeneous Federated Learning Systems for Time-Series Power Consumption Prediction with Multi-Head Embedding Mechanism
  21 Jan 2025 0 repositories listed
• Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models
  20 Jan 2025 0 repositories listed
• Spectral Eigenfunction Decomposition for Kernel Adaptive Filtering
  15 Jan 2025 0 repositories listed
• STTS-EAD: Improving Spatio-Temporal Learning Based Time Series Prediction via
  14 Jan 2025 0 repositories listed
• Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks
  10 Jan 2025 0 repositories listed
• Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy
  7 Jan 2025 0 repositories listed
• AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis
  2 Jan 2025 0 repositories listed
• Hidformer: Transformer-Style Neural Network in Stock Price Forecasting
  27 Dec 2024 0 repositories listed
• SCKF-LSTM Based Trajectory Tracking for Electricity-Gas Integrated Energy System
  24 Dec 2024 0 repositories listed
• Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction
  23 Dec 2024 0 repositories listed
• LLMs for Time Series: an Application for Single Stocks and Statistical Arbitrage
  12 Dec 2024 0 repositories listed
• LLM-ABBA: Understanding time series via symbolic approximation
  27 Nov 2024 0 repositories listed
• Ridge Regression for Manifold-valued Time-Series with Application to Meteorological Forecast
  27 Nov 2024 0 repositories listed

Syntology lines on 11 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.