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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 60 of 92: papers 5,901 to 6,000 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.

• Bridging the Gap: Decoding the Intrinsic Nature of Time in Market Data
  6 Apr 2022 0 repositories listed
• Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS
  6 Apr 2022 0 repositories listed
• Stochastic volatility modeling of high-frequency CSI 300 index and dynamic jump prediction driven by machine learning
  6 Apr 2022 0 repositories listed
• Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding
  6 Apr 2022 0 repositories listed
• Asymptotic Theory for Unit Root Moderate Deviations in Quantile Autoregressions and Predictive Regressions
  5 Apr 2022 0 repositories listed
• Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
  4 Apr 2022 0 repositories listed
• Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection
  4 Apr 2022 0 repositories listed
• Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution
  4 Apr 2022 0 repositories listed
• Calibration window selection based on change-point detection for forecasting electricity prices
  2 Apr 2022 0 repositories listed
• Forestry digital twin with machine learning in Landsat 7 data
  2 Apr 2022 0 repositories listed
• When to Classify Events in Open Times Series?
  1 Apr 2022 0 repositories listed
• GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER
  1 Apr 2022 0 repositories listed
• Synthetic Photovoltaic and Wind Power Forecasting Data
  1 Apr 2022 0 repositories listed
• The amplitude modulation pattern of Gaussian noise is a fingerprint of Gaussianity
  30 Mar 2022 0 repositories listed
• Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning
  30 Mar 2022 0 repositories listed
• Seasonality, density dependence and spatial population synchrony
  30 Mar 2022 0 repositories listed
• Slow-varying Dynamics Assisted Temporal Capsule Network for Machinery Remaining Useful Life Estimation
  30 Mar 2022 0 repositories listed
• Tampered VAE for Improved Satellite Image Time Series Classification
  30 Mar 2022 0 repositories listed
• Theory of Acceleration of Decision Making by Correlated Time Sequences
  30 Mar 2022 0 repositories listed
• Time Series Fault Classification for Wave Propagation Systems with Sparse Fault Data
  30 Mar 2022 0 repositories listed
• A Wavelet, AR and SVM based hybrid method for short-term wind speed prediction
  29 Mar 2022 0 repositories listed
• Cointegration of SARS-CoV-2 Transmission with Weather Conditions and Mobility during the First Year of the COVID-19 Pandemic in the United States
  29 Mar 2022 0 repositories listed
• Economic state classification and portfolio optimisation with application to stagflationary environments
  29 Mar 2022 0 repositories listed
• A Cellular Automaton Model for the generation of Brainwaves
  28 Mar 2022 0 repositories listed
• Enhancing Transformer Efficiency for Multivariate Time Series Classification
  28 Mar 2022 0 repositories listed
• Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis
  28 Mar 2022 0 repositories listed
• AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
  26 Mar 2022 0 repositories listed
• Data-driven Stabilization of Discrete-time Control-affine Nonlinear Systems: A Koopman Operator Approach
  26 Mar 2022 0 repositories listed
• Implications of Mortality Displacement for Effect Modification and Selection Bias
  26 Mar 2022 0 repositories listed
• An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development
  25 Mar 2022 0 repositories listed
• A platform for causal knowledge representation and inference in industrial fault diagnosis based on cubic DUCG
  24 Mar 2022 0 repositories listed
• TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference
  24 Mar 2022 0 repositories listed
• Muscle Vision: Real Time Keypoint Based Pose Classification of Physical Exercises
  23 Mar 2022 0 repositories listed
• Wind speed forecast using random forest learning method
  23 Mar 2022 0 repositories listed
• Less is more: a new machine-learning methodology for spatiotemporal systems
  22 Mar 2022 0 repositories listed
• Diverse Counterfactual Explanations for Anomaly Detection in Time Series
  21 Mar 2022 0 repositories listed
• Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices
  21 Mar 2022 0 repositories listed
• Learning latent causal relationships in multiple time series
  21 Mar 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
• Two methods for Jamming Identification in UAVs Networks using New Synthetic Dataset
  21 Mar 2022 0 repositories listed
• Performance of Deep Learning models with transfer learning for multiple-step-ahead forecasts in monthly time series
  18 Mar 2022 0 repositories listed
• Selection of entropy based features for the analysis of the Archimedes' spiral applied to essential tremor
  18 Mar 2022 0 repositories listed
• Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space
  18 Mar 2022 0 repositories listed
• Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study
  17 Mar 2022 0 repositories listed
• Transfer learning for cross-modal demand prediction of bike-share and public transit
  17 Mar 2022 0 repositories listed
• Joint Time-Vertex Fractional Fourier Transform
  15 Mar 2022 0 repositories listed
• Reducing overestimating and underestimating volatility via the augmented blending-ARCH model
  15 Mar 2022 0 repositories listed
• Time-series image denoising of pressure-sensitive paint data by projected multivariate singular spectrum analysis
  15 Mar 2022 0 repositories listed
• What is the best RNN-cell structure for forecasting each time series behavior?
  15 Mar 2022 0 repositories listed
• Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
  14 Mar 2022 0 repositories listed
• Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment
  13 Mar 2022 0 repositories listed
• Dual reparametrized Variational Generative Model for Time-Series Forecasting
  11 Mar 2022 0 repositories listed
• Parameter Inference of Time Series by Delay Embeddings and Learning Differentiable Operators
  11 Mar 2022 0 repositories listed
• A Review of Open Source Software Tools for Time Series Analysis
  10 Mar 2022 0 repositories listed
• Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging
  10 Mar 2022 0 repositories listed
• Forecasting the abnormal events at well drilling with machine learning
  10 Mar 2022 0 repositories listed
• Geometric Optimisation on Manifolds with Applications to Deep Learning
  9 Mar 2022 0 repositories listed
• Monitoring Time Series With Missing Values: a Deep Probabilistic Approach
  9 Mar 2022 0 repositories listed
• CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification
  8 Mar 2022 0 repositories listed
• Change-point Detection and Segmentation of Discrete Data using Bayesian Context Trees
  8 Mar 2022 0 repositories listed
• Contrastive Conditional Neural Processes
  8 Mar 2022 0 repositories listed
• LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data
  8 Mar 2022 0 repositories listed
• On Robust Inference in Time Series Regression
  8 Mar 2022 0 repositories listed
• Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series
  8 Mar 2022 0 repositories listed
• Automated Few-Shot Time Series Forecasting based on Bi-level Programming
  7 Mar 2022 0 repositories listed
• Bayesian Bilinear Neural Network for Predicting the Mid-price Dynamics in Limit-Order Book Markets
  7 Mar 2022 0 repositories listed
• Evaluating State of the Art, Forecasting Ensembles- and Meta-learning Strategies for Model Fusion
  7 Mar 2022 0 repositories listed
• Exploring Physical-Based Constraints in Short-Term Load Forecasting: A Defense Mechanism Against Cyberattack
  7 Mar 2022 0 repositories listed
• Multivariate Time Series Forecasting with Latent Graph Inference
  7 Mar 2022 0 repositories listed
• KPF-AE-LSTM: A Deep Probabilistic Model for Net-Load Forecasting in High Solar Scenarios
  5 Mar 2022 0 repositories listed
• Calculation of Sub-bands {1,2,5,6} for 64-Point Complex FFT and Its extension to N (=2^N) Point FFT
  3 Mar 2022 0 repositories listed
• Comparison of LSTM autoencoder based deep learning enabled Bayesian inference using two time series reconstruction approaches
  3 Mar 2022 0 repositories listed
• Deep Q-network using reservoir computing with multi-layered readout
  3 Mar 2022 0 repositories listed
• Early Time-Series Classification Algorithms: An Empirical Comparison
  3 Mar 2022 0 repositories listed
• Interpretable Latent Variables in Deep State Space Models
  3 Mar 2022 0 repositories listed
• Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting
  2 Mar 2022 0 repositories listed
• Parallel Spatio-Temporal Attention-Based TCN for Multivariate Time Series Prediction
  2 Mar 2022 0 repositories listed
• Molecular Dynamics of Polymer-lipids in Solution from Supervised Machine Learning
  1 Mar 2022 0 repositories listed
• Path sampling of recurrent neural networks by incorporating known physics
  1 Mar 2022 0 repositories listed
• Architectural Optimization and Feature Learning for High-Dimensional Time Series Datasets
  27 Feb 2022 0 repositories listed
• Hierarchical Linear Dynamical System for Representing Notes from Recorded Audio
  27 Feb 2022 0 repositories listed
• ONE-NAS: An Online NeuroEvolution based Neural Architecture Search for Time Series Forecasting
  27 Feb 2022 0 repositories listed
• Taming the Long Tail of Deep Probabilistic Forecasting
  27 Feb 2022 0 repositories listed
• Regularized Bilinear Discriminant Analysis for Multivariate Time Series Data
  26 Feb 2022 0 repositories listed
• Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks
  25 Feb 2022 0 repositories listed
• Mental State Classification Using Multi-graph Features
  25 Feb 2022 0 repositories listed
• Novel techniques for improving NNetEn entropy calculation for short and noisy time series
  25 Feb 2022 0 repositories listed
• Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection
  25 Feb 2022 0 repositories listed
• Sequential asset ranking in nonstationary time series
  24 Feb 2022 0 repositories listed
• A Differential Attention Fusion Model Based on Transformer for Time Series Forecasting
  23 Feb 2022 0 repositories listed
• Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation
  23 Feb 2022 0 repositories listed
• Deep Recurrent Modelling of Granger Causality with Latent Confounding
  23 Feb 2022 0 repositories listed
• NetRCA: An Effective Network Fault Cause Localization Algorithm
  23 Feb 2022 0 repositories listed
• Neural Generalised AutoRegressive Conditional Heteroskedasticity
  23 Feb 2022 0 repositories listed
• NeuroView-RNN: It's About Time
  23 Feb 2022 0 repositories listed
• Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark
  23 Feb 2022 0 repositories listed
• Simulating Network Paths with Recurrent Buffering Units
  23 Feb 2022 0 repositories listed
• Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks
  22 Feb 2022 0 repositories listed
• Macroeconomic Effect of Uncertainty and Financial Shocks: a non-Gaussian VAR approach
  22 Feb 2022 0 repositories listed
• Integrated Fault Diagnosis and Control Design for DER Inverters using Machine Learning Methods
  21 Feb 2022 0 repositories listed