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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 5 of 5: papers 401 to 477 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.

• The Expressivity and Training of Deep Neural Networks: toward the Edge of Chaos?
  11 Oct 2019 0 repositories listed
• A Joint Model for IT Operation Series Prediction and Anomaly Detection
  9 Oct 2019 0 repositories listed
• An Empirical Exploration of Deep Recurrent Connections and Memory Cells Using Neuro-Evolution
  20 Sep 2019 0 repositories listed
• Generic Tracking and Probabilistic Prediction Framework and Its Application in Autonomous Driving
  23 Aug 2019 0 repositories listed
• Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks
  17 Aug 2019 0 repositories listed
• Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation
  10 Aug 2019 0 repositories listed
• Modeling Extreme Events in Time Series Prediction
  8 Aug 2019 0 repositories listed
• An anomaly prediction framework for financial IT systems using hybrid machine learning methods
  30 Jul 2019 0 repositories listed
• Meta-descent for Online, Continual Prediction
  17 Jul 2019 0 repositories listed
• An Artificial Spiking Quantum Neuron
  14 Jul 2019 0 repositories listed
• The Use of Gaussian Processes in System Identification
  13 Jul 2019 0 repositories listed
• Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction
  6 Jul 2019 0 repositories listed
• Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA
  3 Jun 2019 0 repositories listed
• A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting
  30 May 2019 0 repositories listed
• Robust guarantees for learning an autoregressive filter
  23 May 2019 0 repositories listed
• Enforcing constraints for time series prediction in supervised, unsupervised and reinforcement learning
  17 May 2019 0 repositories listed
• Similarity Grouping-Guided Neural Network Modeling for Maritime Time Series Prediction
  13 May 2019 0 repositories listed
• Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks
  10 May 2019 0 repositories listed
• The Expressive Power of Gated Recurrent Units as a Continuous Dynamical System
  1 May 2019 0 repositories listed
• DSTP-RNN: a dual-stage two-phase attention-based recurrent neural networks for long-term and multivariate time series prediction
  16 Apr 2019 0 repositories listed
• Two-phase flow regime prediction using LSTM based deep recurrent neural network
  30 Mar 2019 0 repositories listed
• tspDB: Time Series Predict DB
  17 Mar 2019 0 repositories listed
• Data-driven Neural Architecture Learning For Financial Time-series Forecasting
  5 Mar 2019 0 repositories listed
• Financial series prediction using Attention LSTM
  28 Feb 2019 0 repositories listed
• Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks
  29 Jan 2019 0 repositories listed
• Predicting Performance using Approximate State Space Model for Liquid State Machines
  18 Jan 2019 0 repositories listed
• Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference
  17 Jan 2019 0 repositories listed
• Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models
  14 Jan 2019 0 repositories listed
• Comparison between DeepESNs and gated RNNs on multivariate time-series prediction
  30 Dec 2018 0 repositories listed
• Using an Ancillary Neural Network to Capture Weekends and Holidays in an Adjoint Neural Network Architecture for Intelligent Building Management
  26 Dec 2018 0 repositories listed
• Data-driven Air Quality Characterisation for Urban Environments: a Case Study
  1 Dec 2018 0 repositories listed
• Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition
  19 Nov 2018 0 repositories listed
• Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting
  15 Nov 2018 0 repositories listed
• EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction
  9 Nov 2018 0 repositories listed
• Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction
  1 Nov 2018 0 repositories listed
• Adaptive Extreme Learning Machine for Recurrent Beta-basis Function Neural Network Training
  31 Oct 2018 0 repositories listed
• Deep Learning with Long Short-Term Memory for Time Series Prediction
  24 Oct 2018 0 repositories listed
• A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments
  17 Oct 2018 0 repositories listed
• Predicting Learning Status in MOOCs using LSTM
  5 Aug 2018 0 repositories listed
• A Learning-Based Framework for Two-Dimensional Vehicle Maneuver Prediction over V2V Networks
  1 Aug 2018 0 repositories listed
• Mod-DeepESN: Modular Deep Echo State Network
  1 Aug 2018 0 repositories listed
• Rapid Time Series Prediction with a Hardware-Based Reservoir Computer
  19 Jul 2018 0 repositories listed
• Predicting County Level Corn Yields Using Deep Long Short Term Memory Models
  30 May 2018 0 repositories listed
• SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction
  4 Mar 2018 0 repositories listed
• Dynamic-Depth Context Tree Weighting
  1 Dec 2017 0 repositories listed
• Random Projection Filter Bank for Time Series Data
  1 Dec 2017 0 repositories listed
• Long-Term Online Smoothing Prediction Using Expert Advice
  8 Nov 2017 0 repositories listed
• Time Series Prediction : Predicting Stock Price
  16 Oct 2017 0 repositories listed
• Deep Learning in Multiple Multistep Time Series Prediction
  12 Oct 2017 0 repositories listed
• When Traffic Flow Prediction Meets Wireless Big Data Analytics
  23 Sep 2017 0 repositories listed
• Motif-based Rule Discovery for Predicting Real-valued Time Series
  14 Sep 2017 0 repositories listed
• Reservoir Computing on the Hypersphere
  24 Jun 2017 0 repositories listed
• Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach
  20 Jun 2017 0 repositories listed
• Temporal Overdrive Recurrent Neural Network
  18 Jan 2017 0 repositories listed
• Evaluating Preprocessing Strategies for Time Series Prediction Using Deep Learning Architectures
  1 Jan 2017 0 repositories listed
• Robust Online Time Series Prediction with Recurrent Neural Networks
  26 Dec 2016 0 repositories listed
• Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models
  30 Nov 2016 0 repositories listed
• Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation
  20 Oct 2016 0 repositories listed
• Direct Method for Training Feed-forward Neural Networks using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions
  12 May 2016 0 repositories listed
• Short-term time series prediction using Hilbert space embeddings of autoregressive processes
  16 Mar 2016 0 repositories listed
• Minimax Time Series Prediction
  1 Dec 2015 0 repositories listed
• Blitzkriging: Kronecker-structured Stochastic Gaussian Processes
  27 Oct 2015 0 repositories listed
• Conditional Risk Minimization for Stochastic Processes
  9 Oct 2015 0 repositories listed
• High-dimensional Time Series Prediction with Missing Values
  28 Sep 2015 0 repositories listed
• Impact of noise on a dynamical system: prediction and uncertainties from a swarm-optimized neural network
  20 Sep 2015 0 repositories listed
• Exploring Transfer Function Nonlinearity in Echo State Networks
  16 Feb 2015 0 repositories listed
• Fast Function to Function Regression
  27 Oct 2014 0 repositories listed
• Automated Machine Learning on Big Data using Stochastic Algorithm Tuning
  30 Jul 2014 0 repositories listed
• Deep Recurrent Neural Networks for Time Series Prediction
  22 Jul 2014 0 repositories listed
• Kernel Least Mean Square with Adaptive Kernel Size
  23 Jan 2014 0 repositories listed
• Does Restraining End Effect Matter in EMD-Based Modeling Framework for Time Series Prediction? Some Experimental Evidences
  11 Jan 2014 0 repositories listed
• Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression
  11 Jan 2014 0 repositories listed
• A Comparative Study of Reservoir Computing for Temporal Signal Processing
  10 Jan 2014 0 repositories listed
• Time series forecasting using neural networks
  7 Jan 2014 0 repositories listed
• PSO-MISMO Modeling Strategy for Multi-Step-Ahead Time Series Prediction
  31 Dec 2013 0 repositories listed
• Online Learning with Predictable Sequences
  18 Aug 2012 0 repositories listed
• Stability Bounds for Non-i.i.d. Processes
  1 Dec 2007 0 repositories listed