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Time Series

Papers archive 2025-07-28

archive papers tagged: 9,169 · with a code link: 2,973 · where Syntology ran a sample: 647 (559 with a run with no instrument failure, 88 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (647 of 9,169 tagged: 559 with a run with no instrument failure, 88 where every run was a failure of Syntology's instrument)

Page 74 of 92: papers 7,301 to 7,400 of 9,169, 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.

• Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series
  11 Jun 2020 0 repositories listed
• Superconducting radio-frequency cavity fault classification using machine learning at Jefferson Laboratory
  11 Jun 2020 0 repositories listed
• Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting
  11 Jun 2020 0 repositories listed
• Deep Learning with Attention Mechanism for Predicting Driver Intention at Intersection
  10 Jun 2020 0 repositories listed
• Development of A Stochastic Traffic Environment with Generative Time-Series Models for Improving Generalization Capabilities of Autonomous Driving Agents
  10 Jun 2020 0 repositories listed
• Distribution Regression for Sequential Data
  10 Jun 2020 0 repositories listed
• Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting
  10 Jun 2020 0 repositories listed
• Deep learning of contagion dynamics on complex networks
  9 Jun 2020 0 repositories listed
• Hierarchical regularization networks for sparsification based learning on noisy datasets
  9 Jun 2020 0 repositories listed
• Statistical Estimation of High-Dimensional Vector Autoregressive Models
  9 Jun 2020 0 repositories listed
• tvGP-VAE: Tensor-variate Gaussian Process Prior Variational Autoencoder
  8 Jun 2020 0 repositories listed
• Hybrid Model for Anomaly Detection on Call Detail Records by Time Series Forecasting
  7 Jun 2020 0 repositories listed
• A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series
  6 Jun 2020 0 repositories listed
• Multivariate Functional Singular Spectrum Analysis Over Different Dimensional Domains
  6 Jun 2020 0 repositories listed
• Online learning of both state and dynamics using ensemble Kalman filters
  6 Jun 2020 0 repositories listed
• Time Series Analysis and Forecasting of COVID-19 Cases Using LSTM and ARIMA Models
  5 Jun 2020 0 repositories listed
• A New Look to Three-Factor Fama-French Regression Model using Sample Innovations
  3 Jun 2020 0 repositories listed
• Prediction of short and long-term droughts using artificial neural networks and hydro-meteorological variables
  3 Jun 2020 0 repositories listed
• Joint Forecasting and Interpolation of Graph Signals Using Deep Learning
  2 Jun 2020 0 repositories listed
• Frequency Domain Compact 3D Convolutional Neural Networks
  1 Jun 2020 0 repositories listed
• New Approaches to Robust Inference on Market (Non-)Efficiency, Volatility Clustering and Nonlinear Dependence
  1 Jun 2020 0 repositories listed
• A machine learning approach for forecasting hierarchical time series
  31 May 2020 0 repositories listed
• Sig-SDEs model for quantitative finance
  30 May 2020 0 repositories listed
• A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers
  29 May 2020 0 repositories listed
• A reproduction rate which perfectly fits Covid-19
  27 May 2020 0 repositories listed
• TSML (Time Series Machine Learnng)
  27 May 2020 0 repositories listed
• A Bayesian Approach for Predicting Food and Beverage Sales in Staff Canteens and Restaurants
  26 May 2020 0 repositories listed
• Arm order recognition in multi-armed bandit problem with laser chaos time series
  26 May 2020 0 repositories listed
• Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling
  26 May 2020 0 repositories listed
• Daily Middle-Term Probabilistic Forecasting of Power Consumption in North-East England
  26 May 2020 0 repositories listed
• Instance Explainable Temporal Network For Multivariate Timeseries
  26 May 2020 0 repositories listed
• Recovery of surfaces and functions in high dimensions: sampling theory and links to neural networks
  26 May 2020 0 repositories listed
• Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks
  25 May 2020 0 repositories listed
• COVID-19 Public Opinion and Emotion Monitoring System Based on Time Series Thermal New Word Mining
  23 May 2020 0 repositories listed
• Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting
  23 May 2020 0 repositories listed
• Fractional trends and cycles in macroeconomic time series
  23 May 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
• Detecting and explaining changes in various assets' relationships in financial markets
  21 May 2020 0 repositories listed
• RV-FuseNet: Range View Based Fusion of Time-Series LiDAR Data for Joint 3D Object Detection and Motion Forecasting
  21 May 2020 0 repositories listed
• Early Classification of Time Series. Cost-based Optimization Criterion and Algorithms
  20 May 2020 0 repositories listed
• Neural ODEs for Informative Missingness in Multivariate Time Series
  20 May 2020 0 repositories listed
• Neural Ordinary Differential Equation based Recurrent Neural Network Model
  20 May 2020 0 repositories listed
• The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models
  20 May 2020 0 repositories listed
• Temporal mixture ensemble models for intraday volume forecasting in cryptocurrency exchange markets
  19 May 2020 0 repositories listed
• Anomaly Detection in Cloud Components
  18 May 2020 0 repositories listed
• Epidemic parameters for COVID-19 in several regions of India
  18 May 2020 0 repositories listed
• Machine learning for the diagnosis of early stage diabetes using temporal glucose profiles
  18 May 2020 0 repositories listed
• Necessary and sufficient conditions for causal feature selection in time series with latent common causes
  18 May 2020 0 repositories listed
• Improving Neuroevolution Using Island Extinction and Repopulation
  15 May 2020 0 repositories listed
• Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks
  14 May 2020 0 repositories listed
• Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems
  14 May 2020 0 repositories listed
• Temporal signals to images: Monitoring the condition of industrial assets with deep learning image processing algorithms
  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
• Multivariate non-Gaussian models for financial applications
  13 May 2020 0 repositories listed
• A Novel Granular-Based Bi-Clustering Method of Deep Mining the Co-Expressed Genes
  12 May 2020 0 repositories listed
• Aortic Pressure Forecasting with Deep Sequence Learning
  12 May 2020 0 repositories listed
• Nonparametric Expected Shortfall Forecasting Incorporating Weighted Quantiles
  11 May 2020 0 repositories listed
• Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning
  11 May 2020 0 repositories listed
• Propagation Graph Estimation from Individual's Time Series of Observed States
  11 May 2020 0 repositories listed
• Revealing hidden dynamics from time-series data by ODENet
  11 May 2020 0 repositories listed
• Predictive Analysis of COVID-19 Time-series Data from Johns Hopkins University
  7 May 2020 0 repositories listed
• Approaches and Applications of Early Classification of Time Series: A Review
  6 May 2020 0 repositories listed
• Joint Multi-Dimensional Model for Global and Time-Series Annotations
  6 May 2020 0 repositories listed
• Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images
  5 May 2020 0 repositories listed
• P2ExNet: Patch-based Prototype Explanation Network
  5 May 2020 0 repositories listed
• DETECT: A Hierarchical Clustering Algorithm for Behavioural Trends in Temporal Educational Data
  4 May 2020 0 repositories listed
• Cost-Effective Bad Synchrophasor Data Detection Based on Unsupervised Time Series Data Analytics
  3 May 2020 0 repositories listed
• Tail Granger causalities and where to find them: extreme risk spillovers vs. spurious linkages
  3 May 2020 0 repositories listed
• Teaching Recurrent Neural Networks to Modify Chaotic Memories by Example
  3 May 2020 0 repositories listed
• ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data
  2 May 2020 0 repositories listed
• Comparing Lexical Usage in Political Discourse across Diachronic Corpora
  1 May 2020 0 repositories listed
• Integrated Time Series Summarization and Prediction Algorithm and its Application to COVID-19 Data Mining
  1 May 2020 0 repositories listed
• Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction
  1 May 2020 0 repositories listed
• Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation
  30 Apr 2020 0 repositories listed
• Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization
  30 Apr 2020 0 repositories listed
• End-to-end NILM System Using High Frequency Data and Neural Networks
  29 Apr 2020 0 repositories listed
• Multi-Decoder RNN Autoencoder Based on Variational Bayes Method
  29 Apr 2020 0 repositories listed
• Classifying Image Sequences of Astronomical Transients with Deep Neural Networks
  28 Apr 2020 0 repositories listed
• Mapping Coupled Time-series Onto Complex Network
  28 Apr 2020 0 repositories listed
• SARS-COV-2 Pandemic: Understanding the Impact of Lockdown in the Most Affected States of India
  28 Apr 2020 0 repositories listed
• Time Series Forecasting With Deep Learning: A Survey
  28 Apr 2020 0 repositories listed
• Adaptive model selection in photonic reservoir computing by reinforcement learning
  27 Apr 2020 0 repositories listed
• Application of Deep Interpolation Network for Clustering of Physiologic Time Series
  27 Apr 2020 0 repositories listed
• Data-Driven Construction of Data Center Graph of Things for Anomaly Detection
  27 Apr 2020 0 repositories listed
• Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks
  27 Apr 2020 0 repositories listed
• A dynamic conditional approach to portfolio weights forecasting
  26 Apr 2020 0 repositories listed
• Ensemble Deep Learning on Time-Series Representation of Tweets for Rumor Detection in Social Media
  26 Apr 2020 0 repositories listed
• Uncovering the Dynamics of Correlation Structures Relative to the Collective Market Motion
  26 Apr 2020 0 repositories listed
• The new face of multifractality: Multi-branchedness and the phase transitions in time series of mean inter-event times
  25 Apr 2020 0 repositories listed
• Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand
  25 Apr 2020 0 repositories listed
• A Graph-constrained Changepoint Detection Approach for ECG Segmentation
  24 Apr 2020 0 repositories listed
• Explicit Domain Adaptation with Loosely Coupled Samples
  24 Apr 2020 0 repositories listed
• Sensor selection on graphs via data-driven node sub-sampling in network time series
  24 Apr 2020 0 repositories listed
• Uncertainty Modelling in Risk-averse Supply Chain Systems Using Multi-objective Pareto Optimization
  24 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
• A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs
  22 Apr 2020 0 repositories listed
• Applications of shapelet transform to time series classification of earthquake, wind and wave data
  22 Apr 2020 0 repositories listed
• Memory and forecasting capacities of nonlinear recurrent networks
  22 Apr 2020 0 repositories listed
• Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting
  22 Apr 2020 0 repositories listed
• A Deep Learning Approach for Motion Forecasting Using 4D OCT Data
  21 Apr 2020 0 repositories listed