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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 4 of 5: papers 301 to 400 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.

• Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM
  16 Nov 2022 0 repositories listed
• Reservoir Computing via Quantum Recurrent Neural Networks
  4 Nov 2022 0 repositories listed
• Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability
  18 Oct 2022 0 repositories listed
• Extreme-Long-short Term Memory for Time-series Prediction
  15 Oct 2022 0 repositories listed
• Temporal Spatial Decomposition and Fusion Network for Time Series Forecasting
  6 Oct 2022 0 repositories listed
• Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction
  4 Oct 2022 0 repositories listed
• Solar Power Time Series Forecasting Utilising Wavelet Coefficients
  1 Oct 2022 0 repositories listed
• Asset Pricing and Deep Learning
  24 Sep 2022 0 repositories listed
• An Attention Free Long Short-Term Memory for Time Series Forecasting
  20 Sep 2022 0 repositories listed
• Causal Modeling of Policy Interventions From Sequences of Treatments and Outcomes
  9 Sep 2022 0 repositories listed
• Progressive Fusion for Multimodal Integration
  1 Sep 2022 0 repositories listed
• Time-to-Green predictions for fully-actuated signal control systems with supervised learning
  24 Aug 2022 0 repositories listed
• Prediction of good reaction coordinates and future evolution of MD trajectories using Regularized Sparse Autoencoders: A novel deep learning approach
  22 Aug 2022 0 repositories listed
• Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications
  8 Aug 2022 0 repositories listed
• Composite FORCE learning of chaotic echo state networks for time-series prediction
  6 Jul 2022 0 repositories listed
• Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning
  14 Jun 2022 0 repositories listed
• Using Connectome Features to Constrain Echo State Networks
  5 Jun 2022 0 repositories listed
• Constraints on parameter choices for successful reservoir computing
  3 Jun 2022 0 repositories listed
• Meta-SysId: A Meta-Learning Approach for Simultaneous Identification and Prediction
  1 Jun 2022 0 repositories listed
• Adaptive Graph Convolutional Network Framework for Multidimensional Time Series Prediction
  8 May 2022 0 repositories listed
• A self-paced BCI system with low latency for motor imagery onset detection based on time series prediction paradigm
  12 Apr 2022 0 repositories listed
• Optimization of IoT-Enabled Physical Location Monitoring Using DT and VAR
  10 Apr 2022 0 repositories listed
• Prediction Algorithm for Heat Demand of Science and Technology Topics Based on Time Convolution Network
  21 Mar 2022 0 repositories listed
• Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series
  8 Mar 2022 0 repositories listed
• Parallel Spatio-Temporal Attention-Based TCN for Multivariate Time Series Prediction
  2 Mar 2022 0 repositories listed
• A Deep Learning Model for Forecasting Global Monthly Mean Sea Surface Temperature Anomalies
  21 Feb 2022 0 repositories listed
• Imposing Connectome-Derived Topology on an Echo State Network
  23 Jan 2022 0 repositories listed
• Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters
  16 Jan 2022 0 repositories listed
• IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction
  14 Jan 2022 0 repositories listed
• Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction
  14 Jan 2022 0 repositories listed
• Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics
  6 Jan 2022 0 repositories listed
• Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting
  6 Jan 2022 0 repositories listed
• Harnessing expressive capacity of Machine Learning modeling to represent complex coupling of Earth's auroral space weather regimes
  29 Nov 2021 0 repositories listed
• Time Series Prediction about Air Quality using LSTM-Based Models: A Systematic Mapping
  22 Nov 2021 0 repositories listed
• DVS: Deep Visibility Series and its Application in Construction Cost Index Forecasting
  7 Nov 2021 0 repositories listed
• The Sigma-max System Induced from Randomness & Fuzziness and its Application in Time Series Prediction
  12 Oct 2021 0 repositories listed
• A Meta-learning Approach to Reservoir Computing: Time Series Prediction with Limited Data
  7 Oct 2021 0 repositories listed
• PRRS Outbreak Prediction via Deep Switching Auto-Regressive Factorization Modeling
  7 Oct 2021 0 repositories listed
• Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network
  5 Oct 2021 0 repositories listed
• HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization
  4 Oct 2021 0 repositories listed
• LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values
  30 Sep 2021 0 repositories listed
• Provably Calibrated Regression Under Distribution Drift
  29 Sep 2021 0 repositories listed
• The VVAD-LRS3 Dataset for Visual Voice Activity Detection
  28 Sep 2021 0 repositories listed
• Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks
  21 Sep 2021 0 repositories listed
• Prediction of gene expression time series and structural analysis of gene regulatory networks using recurrent neural networks
  13 Sep 2021 0 repositories listed
• Time Series Prediction using Deep Learning Methods in Healthcare
  30 Aug 2021 0 repositories listed
• Evolutionary Ensemble Learning for Multivariate Time Series Prediction
  22 Aug 2021 0 repositories listed
• Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics
  21 Aug 2021 0 repositories listed
• #StayHome or #Marathon? Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs
  8 Aug 2021 0 repositories listed
• Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing
  6 Aug 2021 0 repositories listed
• Otimizacao de pesos e funcoes de ativacao de redes neurais aplicadas na previsao de series temporais
  29 Jul 2021 0 repositories listed
• Scaled-Time-Attention Robust Edge Network
  9 Jul 2021 0 repositories listed
• Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts
  6 Jul 2021 0 repositories listed
• On a novel training algorithm for sequence-to-sequence predictive recurrent networks
  27 Jun 2021 0 repositories listed
• Distributed Learning and its Application for Time-Series Prediction
  6 Jun 2021 0 repositories listed
• Photonic neural field on a silicon chip: large-scale, high-speed neuro-inspired computing and sensing
  22 May 2021 0 repositories listed
• Finite volume method network for acceleration of unsteady computational fluid dynamics: non-reacting and reacting flows
  7 May 2021 0 repositories listed
• Comparison of Traditional and Hybrid Time Series Models for Forecasting COVID-19 Cases
  5 May 2021 0 repositories listed
• A windowed correlation based feature selection method to improve time series prediction of dengue fever cases
  21 Apr 2021 0 repositories listed
• Machine Learning Prediction of Time-Varying Rayleigh Channels
  10 Mar 2021 0 repositories listed
• Distributed Online Learning with Multiple Kernels
  25 Feb 2021 0 repositories listed
• POLA: Online Time Series Prediction by Adaptive Learning Rates
  17 Feb 2021 0 repositories listed
• Optimizing Hyperparameters in CNNs using Bilevel Programming in Time Series Data
  19 Jan 2021 0 repositories listed
• A General Framework for Hypercomplex-valued Extreme Learning Machines
  15 Jan 2021 0 repositories listed
• Unveiling the role of plasticity rules in reservoir computing
  14 Jan 2021 0 repositories listed
• Modified Auto Regressive Technique for Univariate Time Series Prediction of Solar Irradiance
  6 Dec 2020 0 repositories listed
• Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data
  5 Dec 2020 0 repositories listed
• Backpropagation-Free Learning Method for Correlated Fuzzy Neural Networks
  25 Nov 2020 0 repositories listed
• Continuous Ant-Based Neural Topology Search
  21 Nov 2020 0 repositories listed
• Distributed Online Learning with Multiple Kernels
  17 Nov 2020 0 repositories listed
• Time Series Forecasting with Stacked Long Short-Term Memory Networks
  2 Nov 2020 0 repositories listed
• Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment
  13 Oct 2020 0 repositories listed
• Deep Reinforcement Learning for Asset Allocation in US Equities
  9 Oct 2020 0 repositories listed
• Active Tuning
  2 Oct 2020 0 repositories listed
• Cloud Cover Nowcasting with Deep Learning
  24 Sep 2020 0 repositories listed
• Subjective Metrics-based Cloud Market Performance Prediction
  21 Sep 2020 0 repositories listed
• An analysis of deep neural networks for predicting trends in time series data
  16 Sep 2020 0 repositories listed
• Forecasting Photovoltaic Power Production using a Deep Learning Sequence to Sequence Model with Attention
  6 Aug 2020 0 repositories listed
• Prediction of hierarchical time series using structured regularization and its application to artificial neural networks
  30 Jul 2020 0 repositories listed
• Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS
  27 Jul 2020 0 repositories listed
• A fast noise filtering algorithm for time series prediction using recurrent neural networks
  16 Jul 2020 0 repositories listed
• Multi-future Merchant Transaction Prediction
  10 Jul 2020 0 repositories listed
• On Multivariate Singular Spectrum Analysis and its Variants
  24 Jun 2020 0 repositories listed
• Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes
  17 Jun 2020 0 repositories listed
• Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments
  17 Jun 2020 0 repositories listed
• A specifically designed machine learning algorithm for GNSS position time series prediction and its applications in outlier and anomaly detection and earthquake prediction
  16 Jun 2020 0 repositories listed
• Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time
  11 Jun 2020 0 repositories listed
• Joint Forecasting and Interpolation of Graph Signals Using Deep Learning
  2 Jun 2020 0 repositories listed
• On the suitability of generalized regression neural networks for GNSS position time series prediction for geodetic applications in geodesy and geophysics
  22 May 2020 0 repositories listed
• Neural ODEs for Informative Missingness in Multivariate Time Series
  20 May 2020 0 repositories listed
• Adaptive model selection in photonic reservoir computing by reinforcement learning
  27 Apr 2020 0 repositories listed
• Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems
  13 Apr 2020 0 repositories listed
• Difference Attention Based Error Correction LSTM Model for Time Series Prediction
  30 Mar 2020 0 repositories listed
• Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks
  25 Feb 2020 0 repositories listed
• Temporal Tensor Transformation Network for Multivariate Time Series Prediction
  4 Jan 2020 0 repositories listed
• Hidden Markov Model: Tutorial
  10 Dec 2019 0 repositories listed
• Differential Bayesian Neural Nets
  2 Dec 2019 0 repositories listed
• An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks
  26 Nov 2019 0 repositories listed
• Convolutional Mixture Density Recurrent Neural Network for Predicting User Location with WiFi Fingerprints
  21 Nov 2019 0 repositories listed
• Winning the ICCV 2019 Learning to Drive Challenge
  23 Oct 2019 0 repositories listed