Browse State-of-the-Art › Time Series Forecasting › Papers, page 16

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 16 of 17: papers 1,501 to 1,600 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.

• Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems
  14 May 2020 0 repositories listed
• A network-based transfer learning approach to improve sales forecasting of new products
  13 May 2020 0 repositories listed
• Time Series Forecasting With Deep Learning: A Survey
  28 Apr 2020 0 repositories listed
• Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility
  23 Apr 2020 0 repositories listed
• Characterizing the memory capacity of transmon qubit reservoirs
  15 Apr 2020 0 repositories listed
• Hidden Markov Neural Networks
  15 Apr 2020 0 repositories listed
• Industrial Forecasting with Exponentially Smoothed Recurrent Neural Networks
  9 Apr 2020 0 repositories listed
• Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN)
  8 Apr 2020 0 repositories listed
• ForecastTB An R Package as a Test-Bench for Time Series Forecasting Application of Wind Speed and Solar Radiation Modeling
  4 Apr 2020 0 repositories listed
• Recognizing Long Grammatical Sequences Using Recurrent Networks Augmented With An External Differentiable Stack
  4 Apr 2020 0 repositories listed
• Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks
  26 Mar 2020 0 repositories listed
• Drift-Adjusted And Arbitrated Ensemble Framework For Time Series Forecasting
  16 Mar 2020 0 repositories listed
• A CNN–LSTM model for gold price time-series forecasting
  14 Mar 2020 0 repositories listed
• Progressive Growing of Neural ODEs
  8 Mar 2020 0 repositories listed
• How Much Can A Retailer Sell? Sales Forecasting on Tmall
  27 Feb 2020 0 repositories listed
• A New Unified Deep Learning Approach with Decomposition-Reconstruction-Ensemble Framework for Time Series Forecasting
  22 Feb 2020 0 repositories listed
• Conditional Mutual information-based Contrastive Loss for Financial Time Series Forecasting
  18 Feb 2020 0 repositories listed
• Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data
  6 Feb 2020 0 repositories listed
• Error-feedback stochastic modeling strategy for time series forecasting with convolutional neural networks
  3 Feb 2020 0 repositories listed
• For2For: Learning to forecast from forecasts
  14 Jan 2020 0 repositories listed
• Temporally Folded Convolutional Neural Networks for Sequence Forecasting
  10 Jan 2020 0 repositories listed
• Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability
  2 Jan 2020 0 repositories listed
• Hidden Markov Model: Tutorial
  10 Dec 2019 0 repositories listed
• On model selection for scalable time series forecasting in transport networks
  29 Nov 2019 0 repositories listed
• Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019
  29 Nov 2019 0 repositories listed
• Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values
  22 Nov 2019 0 repositories listed
• Textual Data for Time Series Forecasting
  25 Oct 2019 0 repositories listed
• You May Not Need Order in Time Series Forecasting
  21 Oct 2019 0 repositories listed
• COMBINED FLEXIBLE ACTIVATION FUNCTIONS FOR DEEP NEURAL NETWORKS
  25 Sep 2019 0 repositories listed
• Core Network Management Procedures for Self-Organized and Sustainable 5G Cellular Networks
  19 Sep 2019 0 repositories listed
• AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids
  18 Sep 2019 0 repositories listed
• Self-boosted Time-series Forecasting with Multi-task and Multi-view Learning
  17 Sep 2019 0 repositories listed
• sktime: A Unified Interface for Machine Learning with Time Series
  17 Sep 2019 0 repositories listed
• Feedback System Neural Networks for Inferring Causality in Directed Cyclic Graphs
  27 Aug 2019 0 repositories listed
• The Wiki Music dataset: A tool for computational analysis of popular music
  27 Aug 2019 0 repositories listed
• Time series model selection with a meta-learning approach; evidence from a pool of forecasting algorithms
  22 Aug 2019 0 repositories listed
• Quantile Convolutional Neural Networks for Value at Risk Forecasting
  21 Aug 2019 0 repositories listed
• Mixed pooling of seasonality for time series forecasting: An application to pallet transport data
  14 Aug 2019 0 repositories listed
• Deep Generative Quantile-Copula Models for Probabilistic Forecasting
  24 Jul 2019 0 repositories listed
• Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting
  1 Jul 2019 0 repositories listed
• A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends
  30 May 2019 0 repositories listed
• Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems
  22 May 2019 0 repositories listed
• A self-organising eigenspace map for time series clustering
  14 May 2019 0 repositories listed
• Sequence to sequence deep learning models for solar irradiation forecasting
  30 Apr 2019 0 repositories listed
• Curriculum Learning in Deep Neural Networks for Financial Forecasting
  29 Apr 2019 0 repositories listed
• Data-driven Neural Architecture Learning For Financial Time-series Forecasting
  5 Mar 2019 0 repositories listed
• Generalisation in fully-connected neural networks for time series forecasting
  14 Feb 2019 0 repositories listed
• Decentralized Flood Forecasting Using Deep Neural Networks
  6 Feb 2019 0 repositories listed
• A Spatial-Temporal Decomposition Based Deep Neural Network for Time Series Forecasting
  2 Feb 2019 0 repositories listed
• Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks
  29 Jan 2019 0 repositories listed
• Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data
  24 Jan 2019 0 repositories listed
• Recurrent Neural Networks for Time Series Forecasting
  1 Jan 2019 0 repositories listed
• Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode decomposition
  30 Dec 2018 0 repositories listed
• Forecasting Cardiology Admissions from Catheterization Laboratory
  28 Dec 2018 0 repositories listed
• Impact of Data Normalization on Deep Neural Network for Time Series Forecasting
  13 Dec 2018 0 repositories listed
• A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction
  9 Dec 2018 0 repositories listed
• Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data
  4 Dec 2018 0 repositories listed
• Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks
  28 Nov 2018 0 repositories listed
• Multivariate Forecasting of Crude Oil Spot Prices using Neural Networks
  21 Nov 2018 0 repositories listed
• Day-ahead time series forecasting: application to capacity planning
  6 Nov 2018 0 repositories listed
• Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN
  24 Oct 2018 0 repositories listed
• Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction
  18 Oct 2018 0 repositories listed
• Multi-task Learning for Financial Forecasting
  27 Sep 2018 0 repositories listed
• A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine
  18 Sep 2018 0 repositories listed
• Memristive LSTM network hardware architecture for time-series predictive modeling problem
  10 Sep 2018 0 repositories listed
• VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading
  5 Sep 2018 0 repositories listed
• Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results
  29 Aug 2018 0 repositories listed
• SeriesNet:A Generative Time Series Forecasting Model
  23 Aug 2018 0 repositories listed
• Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach
  16 Aug 2018 0 repositories listed
• Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction
  15 Aug 2018 0 repositories listed
• Deep Learning for Epidemiological Predictions
  21 Jul 2018 0 repositories listed
• To Post or Not to Post: Using Online Trends to Predict Popularity of Offline Content
  17 Jul 2018 0 repositories listed
• Foundations of Sequence-to-Sequence Modeling for Time Series
  9 May 2018 0 repositories listed
• Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery
  23 Apr 2018 0 repositories listed
• Theory and Algorithms for Forecasting Time Series
  15 Mar 2018 0 repositories listed
• Sales forecasting using WaveNet within the framework of the Kaggle competition
  11 Mar 2018 0 repositories listed
• Construction of neural networks for realization of localized deep learning
  9 Mar 2018 0 repositories listed
• Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation
  6 Feb 2018 0 repositories listed
• Bayesian Time Series Forecasting with Change Point and Anomaly Detection
  1 Jan 2018 0 repositories listed
• Spatial-temporal wind field prediction by Artificial Neural Networks
  13 Dec 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
• R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting
  10 Sep 2017 0 repositories listed
• Empirical analysis of daily cash flow time series and its implications for forecasting
  29 Jun 2017 0 repositories listed
• Neural Decomposition of Time-Series Data for Effective Generalization
  25 May 2017 0 repositories listed
• Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs
  29 Mar 2017 0 repositories listed
• Robust Online Time Series Prediction with Recurrent Neural Networks
  26 Dec 2016 0 repositories listed
• Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model
  20 Oct 2016 0 repositories listed
• An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes
  20 Oct 2016 0 repositories listed
• Identification of market trends with string and D2-brane maps
  18 Jul 2016 0 repositories listed
• PSF : Introduction to R Package for Pattern Sequence Based Forecasting Algorithm
  17 Jun 2016 0 repositories listed
• Forecasting Emerging Trends from Scientific Literature
  1 May 2016 0 repositories listed
• Learning Theory and Algorithms for Forecasting Non-stationary Time Series
  1 Dec 2015 0 repositories listed
• p-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series Forecasting
  9 Oct 2015 0 repositories listed
• Forecasting Method for Grouped Time Series with the Use of k-Means Algorithm
  15 Sep 2015 0 repositories listed
• Modeling Website Workload Using Neural Networks
  26 Jul 2015 0 repositories listed
• GEFCOM 2014 - Probabilistic Electricity Price Forecasting
  23 Jun 2015 0 repositories listed
• Robust Structured Low-Rank Approximation on the Grassmannian
  12 Jun 2015 0 repositories listed
• Online Learning Algorithm for Time Series Forecasting Suitable for Low Cost Wireless Sensor Networks Nodes
  21 Apr 2015 0 repositories listed
• Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method
  8 Jul 2014 0 repositories listed