Browse State-of-the-Art › Time Series Prediction › Papers, page 3

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 3 of 5: papers 201 to 300 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.

• Recurrent Stochastic Configuration Networks with Incremental Blocks
  18 Nov 2024 0 repositories listed
• Deep Recurrent Stochastic Configuration Networks for Modelling Nonlinear Dynamic Systems
  28 Oct 2024 0 repositories listed
• ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction
  16 Oct 2024 0 repositories listed
• AR-Sieve Bootstrap for the Random Forest and a simulation-based comparison with rangerts time series prediction
  1 Oct 2024 0 repositories listed
• GARCH-Informed Neural Networks for Volatility Prediction in Financial Markets
  30 Sep 2024 0 repositories listed
• Transformer based time series prediction of the maximum power point for solar photovoltaic cells
  24 Sep 2024 0 repositories listed
• Recurrent Interpolants for Probabilistic Time Series Prediction
  18 Sep 2024 0 repositories listed
• D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding
  17 Sep 2024 0 repositories listed
• Exploring Fungal Morphology Simulation and Dynamic Light Containment from a Graphics Generation Perspective
  8 Sep 2024 0 repositories listed
• Interpretable mixture of experts for time series prediction under recurrent and non-recurrent conditions
  5 Sep 2024 0 repositories listed
• Hybridization of Persistent Homology with Neural Networks for Time-Series Prediction: A Case Study in Wave Height
  3 Sep 2024 0 repositories listed
• Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics
  2 Sep 2024 0 repositories listed
• DLFormer: Enhancing Explainability in Multivariate Time Series Forecasting using Distributed Lag Embedding
  29 Aug 2024 0 repositories listed
• Improving Water Quality Time-Series Prediction in Hong Kong using Sentinel-2 MSI Data and Google Earth Engine Cloud Computing
  26 Aug 2024 0 repositories listed
• Demystifying the Communication Characteristics for Distributed Transformer Models
  19 Aug 2024 0 repositories listed
• Multi-task Photonic Reservoir Computing: Wavelength Division Multiplexing for Parallel Computing with a Silicon Microring Resonator
  30 Jul 2024 0 repositories listed
• A federated large language model for long-term time series forecasting
  30 Jul 2024 0 repositories listed
• Long Range Switching Time Series Prediction via State Space Model
  27 Jul 2024 0 repositories listed
• TCGPN: Temporal-Correlation Graph Pre-trained Network for Stock Forecasting
  26 Jul 2024 0 repositories listed
• Ensemble quantile-based deep learning framework for streamflow and flood prediction in Australian catchments
  20 Jul 2024 0 repositories listed
• Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
  17 Jul 2024 0 repositories listed
• A Self-organizing Interval Type-2 Fuzzy Neural Network for Multi-Step Time Series Prediction
  10 Jul 2024 0 repositories listed
• Text2TimeSeries: Enhancing Financial Forecasting through Time Series Prediction Updates with Event-Driven Insights from Large Language Models
  4 Jul 2024 0 repositories listed
• Membership Inference Attacks Against Time-Series Models
  3 Jul 2024 0 repositories listed
• Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimality
  12 Jun 2024 0 repositories listed
• Parameter Estimation in Quantum Metrology Technique for Time Series Prediction
  12 Jun 2024 0 repositories listed
• Event prediction and causality inference despite incomplete information
  9 Jun 2024 0 repositories listed
• A Combination Model Based on Sequential General Variational Mode Decomposition Method for Time Series Prediction
  5 Jun 2024 0 repositories listed
• A Combination Model for Time Series Prediction using LSTM via Extracting Dynamic Features Based on Spatial Smoothing and Sequential General Variational Mode Decomposition
  5 Jun 2024 0 repositories listed
• Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models
  5 Jun 2024 0 repositories listed
• Oscillations enhance time-series prediction in reservoir computing with feedback
  5 Jun 2024 0 repositories listed
• MGCP: A Multi-Grained Correlation based Prediction Network for Multivariate Time Series
  30 May 2024 0 repositories listed
• Dominant Shuffle: A Simple Yet Powerful Data Augmentation for Time-series Prediction
  26 May 2024 0 repositories listed
• Stochastic Reservoir Computers
  20 May 2024 0 repositories listed
• Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities
  17 May 2024 0 repositories listed
• Off-the-Shelf Neural Network Architectures for Forex Time Series Prediction come at a Cost
  17 May 2024 0 repositories listed
• A novel Reservoir Architecture for Periodic Time Series Prediction
  16 May 2024 0 repositories listed
• Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and ARIMA-LSTM Networks
  16 May 2024 0 repositories listed
• Predictive Modeling in the Reservoir Kernel Motif Space
  11 May 2024 0 repositories listed
• Revisiting the Efficacy of Signal Decomposition in AI-based Time Series Prediction
  11 May 2024 0 repositories listed
• Signal-noise separation using unsupervised reservoir computing
  7 Apr 2024 0 repositories listed
• Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy
  1 Apr 2024 0 repositories listed
• Feature-Based Echo-State Networks: A Step Towards Interpretability and Minimalism in Reservoir Computer
  28 Mar 2024 0 repositories listed
• QEAN: Quaternion-Enhanced Attention Network for Visual Dance Generation
  18 Mar 2024 0 repositories listed
• Analysis and Fully Memristor-based Reservoir Computing for Temporal Data Classification
  4 Mar 2024 0 repositories listed
• A Scalable and Transferable Time Series Prediction Framework for Demand Forecasting
  29 Feb 2024 0 repositories listed
• Learning to Program Variational Quantum Circuits with Fast Weights
  27 Feb 2024 0 repositories listed
• Enhancing Mean-Reverting Time Series Prediction with Gaussian Processes: Functional and Augmented Data Structures in Financial Forecasting
  23 Feb 2024 0 repositories listed
• Unconventional Computing based on Four Wave Mixing in Highly Nonlinear Waveguides
  14 Feb 2024 0 repositories listed
• Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction
  9 Feb 2024 0 repositories listed
• Reduced-order modeling of unsteady fluid flow using neural network ensembles
  8 Feb 2024 0 repositories listed
• Optimize Individualized Energy Delivery for Septic Patients Using Predictive Deep Learning Models: A Real World Study
  3 Feb 2024 0 repositories listed
• Domain Adaptation for Time series Transformers using One-step fine-tuning
  12 Jan 2024 0 repositories listed
• Hypercomplex neural network in time series forecasting of stock data
  9 Jan 2024 0 repositories listed
• Photovoltaic power forecasting using quantum machine learning
  27 Dec 2023 0 repositories listed
• Spatiotemporal-Linear: Towards Universal Multivariate Time Series Forecasting
  22 Dec 2023 0 repositories listed
• An Alternate View on Optimal Filtering in an RKHS
  19 Dec 2023 0 repositories listed
• CGS-Mask: Making Time Series Predictions Intuitive for All
  15 Dec 2023 0 repositories listed
• Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing
  7 Dec 2023 0 repositories listed
• GVFs in the Real World: Making Predictions Online for Water Treatment
  4 Dec 2023 0 repositories listed
• Satellite-based feature extraction and multivariate time-series prediction of biotoxin contamination in shellfish
  25 Nov 2023 0 repositories listed
• Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation
  13 Nov 2023 0 repositories listed
• Successive Model-Agnostic Meta-Learning for Few-Shot Fault Time Series Prognosis
  4 Nov 2023 0 repositories listed
• Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction
  31 Oct 2023 0 repositories listed
• Multi-Task Wavelength-Multiplexed Reservoir Computing Using a Silicon Microring Resonator
  25 Oct 2023 0 repositories listed
• Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting
  25 Oct 2023 0 repositories listed
• Neural Tangent Kernels Motivate Graph Neural Networks with Cross-Covariance Graphs
  16 Oct 2023 0 repositories listed
• Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing
  13 Oct 2023 0 repositories listed
• Generalized Mixture Model for Extreme Events Forecasting in Time Series Data
  11 Oct 2023 0 repositories listed
• Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return Predictions
  11 Oct 2023 0 repositories listed
• Enhanced LFTSformer: A Novel Long-Term Financial Time Series Prediction Model Using Advanced Feature Engineering and the DS Encoder Informer Architecture
  3 Oct 2023 0 repositories listed
• Perceiver-based CDF Modeling for Time Series Forecasting
  3 Oct 2023 0 repositories listed
• Efficient Interpretable Nonlinear Modeling for Multiple Time Series
  29 Sep 2023 0 repositories listed
• TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population
  22 Sep 2023 0 repositories listed
• Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence
  18 Sep 2023 0 repositories listed
• Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical Vehicles
  4 Sep 2023 0 repositories listed
• A Transformer-based Framework For Multi-variate Time Series: A Remaining Useful Life Prediction Use Case
  19 Aug 2023 0 repositories listed
• Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources
  18 Aug 2023 0 repositories listed
• Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm
  24 Jul 2023 0 repositories listed
• Forecasting steam mass flow in power plants using the parallel hybrid network
  18 Jul 2023 0 repositories listed
• U-shaped Transformer: Retain High Frequency Context in Time Series Analysis
  18 Jul 2023 0 repositories listed
• G-NM: A Group of Numerical Time Series Prediction Models
  20 Jun 2023 0 repositories listed
• Self-Interpretable Time Series Prediction with Counterfactual Explanations
  9 Jun 2023 0 repositories listed
• Non-autoregressive Conditional Diffusion Models for Time Series Prediction
  8 Jun 2023 0 repositories listed
• EAMDrift: An interpretable self retrain model for time series
  31 May 2023 0 repositories listed
• TLNets: Transformation Learning Networks for long-range time-series prediction
  25 May 2023 0 repositories listed
• Support for Stock Trend Prediction Using Transformers and Sentiment Analysis
  18 May 2023 0 repositories listed
• Smart Metro: Deep Learning Approaches to Forecasting the MRT Line 3 Ridership
  14 Apr 2023 0 repositories listed
• Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction
  10 Apr 2023 0 repositories listed
• Deep incremental learning models for financial temporal tabular datasets with distribution shifts
  14 Mar 2023 0 repositories listed
• On the Benefits of Biophysical Synapses
  8 Mar 2023 0 repositories listed
• Interpretable System Identification and Long-term Prediction on Time-Series Data
  2 Mar 2023 0 repositories listed
• An algorithmic framework for the optimization of deep neural networks architectures and hyperparameters
  27 Feb 2023 0 repositories listed
• Excess risk bound for deep learning under weak dependence
  15 Feb 2023 0 repositories listed
• Fourier-RNNs for Modelling Noisy Physics Data
  13 Feb 2023 0 repositories listed
• Deep learning for ψ-weakly dependent processes
  1 Feb 2023 0 repositories listed
• Effect of temporal resolution on the reproduction of chaotic dynamics via reservoir computing
  27 Jan 2023 0 repositories listed
• Experimental demonstration of bandwidth enhancement in photonic time delay reservoir computing
  11 Jan 2023 0 repositories listed
• Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control
  2 Jan 2023 0 repositories listed
• Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model
  15 Dec 2022 0 repositories listed