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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 81 of 92: papers 8,001 to 8,100 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.

• Multi-Task Time Series Analysis applied to Drug Response Modelling
  21 Mar 2019 0 repositories listed
• Dynamic Hurst Exponent in Time Series
  19 Mar 2019 0 repositories listed
• tspDB: Time Series Predict DB
  17 Mar 2019 0 repositories listed
• Data-driven Identification and Prediction of Power System Dynamics Using Linear Operators
  15 Mar 2019 0 repositories listed
• Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning
  15 Mar 2019 0 repositories listed
• Deep Switch Networks for Generating Discrete Data and Language
  14 Mar 2019 0 repositories listed
• ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling
  13 Mar 2019 0 repositories listed
• Confident Kernel Sparse Coding and Dictionary Learning
  12 Mar 2019 0 repositories listed
• Deep Learning in Asset Pricing
  11 Mar 2019 0 repositories listed
• Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks
  11 Mar 2019 0 repositories listed
• Revisiting clustering as matrix factorisation on the Stiefel manifold
  11 Mar 2019 0 repositories listed
• SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series
  11 Mar 2019 0 repositories listed
• An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves
  8 Mar 2019 0 repositories listed
• Should we Reload Time Series Classification Performance Evaluation ? (a position paper)
  8 Mar 2019 0 repositories listed
• Towards Time-Aware Distant Supervision for Relation Extraction
  8 Mar 2019 0 repositories listed
• Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-Encoders
  6 Mar 2019 0 repositories listed
• Temporal Registration in Application to In-utero MRI Time Series
  6 Mar 2019 0 repositories listed
• Data-driven Neural Architecture Learning For Financial Time-series Forecasting
  5 Mar 2019 0 repositories listed
• When do common time series estimands have nonparametric causal meaning?
  5 Mar 2019 0 repositories listed
• Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series
  5 Mar 2019 0 repositories listed
• Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting
  4 Mar 2019 0 repositories listed
• Making the Dynamic Time Warping Distance Warping-Invariant
  4 Mar 2019 0 repositories listed
• 3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting
  3 Mar 2019 0 repositories listed
• Financial series prediction using Attention LSTM
  28 Feb 2019 0 repositories listed
• A Model Combining Convolutional Neural Network and LightGBM Algorithm for Ultra-Short-Term Wind Power Forecasting
  27 Feb 2019 0 repositories listed
• Reducing Artificial Neural Network Complexity: A Case Study on Exoplanet Detection
  27 Feb 2019 0 repositories listed
• Deep MR Fingerprinting with total-variation and low-rank subspace priors
  26 Feb 2019 0 repositories listed
• Self-Organization in Spontaneous Movements of Neonates generates Self-specifying Sensory Experiences
  26 Feb 2019 0 repositories listed
• Market efficiency, liquidity, and multifractality of Bitcoin: A dynamic study
  25 Feb 2019 0 repositories listed
• Fault Diagnosis Method Based on Scaling Law for On-line Refrigerant Leak Detection
  22 Feb 2019 0 repositories listed
• Convolutional-Sparse-Coded Dynamic Mode Decomposition and Its Application to River State Estimation
  20 Feb 2019 0 repositories listed
• Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI
  19 Feb 2019 0 repositories listed
• A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection
  18 Feb 2019 0 repositories listed
• Robust and fast heart rate variability analysis of long and noisy electrocardiograms using neural networks and images
  16 Feb 2019 0 repositories listed
• Learning to Adaptively Scale Recurrent Neural Networks
  15 Feb 2019 0 repositories listed
• Actions Generation from Captions
  14 Feb 2019 0 repositories listed
• Generalisation in fully-connected neural networks for time series forecasting
  14 Feb 2019 0 repositories listed
• Quick and Easy Time Series Generation with Established Image-based GANs
  14 Feb 2019 0 repositories listed
• Machine Learning of Time Series Using Time-delay Embedding and Precision Annealing
  12 Feb 2019 0 repositories listed
• RTbust: Exploiting Temporal Patterns for Botnet Detection on Twitter
  12 Feb 2019 0 repositories listed
• Bayesian Nonparametric Adaptive Spectral Density Estimation for Financial Time Series
  9 Feb 2019 0 repositories listed
• Low-pass filtering as Bayesian inference
  9 Feb 2019 0 repositories listed
• Simulating extrapolated dynamics with parameterization networks
  9 Feb 2019 0 repositories listed
• A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat
  8 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
• Optimal Attack against Autoregressive Models by Manipulating the Environment
  1 Feb 2019 0 repositories listed
• Unsupervised Prediction of Negative Health Events Ahead of Time
  31 Jan 2019 0 repositories listed
• A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms
  29 Jan 2019 0 repositories listed
• Deep-dust: Predicting concentrations of fine dust in Seoul using LSTM
  29 Jan 2019 0 repositories listed
• Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks
  29 Jan 2019 0 repositories listed
• Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series
  29 Jan 2019 0 repositories listed
• Clustering Discrete-Valued Time Series
  26 Jan 2019 0 repositories listed
• Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm
  26 Jan 2019 0 repositories listed
• Portfolio Optimization under Fast Mean-reverting and Rough Fractional Stochastic Environment
  24 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
• Online Estimation of Multiple Dynamic Graphs in Pattern Sequences
  22 Jan 2019 0 repositories listed
• Explainable Failure Predictions with RNN Classifiers based on Time Series Data
  20 Jan 2019 0 repositories listed
• Effective Combination of DenseNet andBiLSTM for Keyword Spotting
  19 Jan 2019 0 repositories listed
• Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference
  17 Jan 2019 0 repositories listed
• lassopack: Model selection and prediction with regularized regression in Stata
  16 Jan 2019 0 repositories listed
• Synthesising a Database of Parameterised Linear and Non-Linear Invariants for Time-Series Constraints
  15 Jan 2019 0 repositories listed
• Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models
  14 Jan 2019 0 repositories listed
• Forecasting Granular Audience Size for Online Advertising
  8 Jan 2019 0 repositories listed
• Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination
  7 Jan 2019 0 repositories listed
• A unified framework of epidemic spreading prediction by empirical mode decomposition based ensemble learning techniques
  3 Jan 2019 0 repositories listed
• Recurrent Neural Networks for Time Series Forecasting
  1 Jan 2019 0 repositories listed
• Estimating information in time-varying signals
  31 Dec 2018 0 repositories listed
• Comparison between DeepESNs and gated RNNs on multivariate time-series prediction
  30 Dec 2018 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
• 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
• Conditional heteroskedasticity in crypto-asset returns
  24 Dec 2018 0 repositories listed
• Detecting British Columbia Coastal Rainfall Patterns by Clustering Gaussian Processes
  23 Dec 2018 0 repositories listed
• Image Embedding of PMU Data for Deep Learning towards Transient Disturbance Classification
  22 Dec 2018 0 repositories listed
• Random selection of factors preserves the correlation structure in a linear factor model to a high degree
  22 Dec 2018 0 repositories listed
• Feedforward Neural Network for Time Series Anomaly Detection
  20 Dec 2018 0 repositories listed
• A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series
  18 Dec 2018 0 repositories listed
• Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention
  17 Dec 2018 0 repositories listed
• Using Detailed Access Trajectories for Learning Behavior Analysis
  14 Dec 2018 0 repositories listed
• Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification
  13 Dec 2018 0 repositories listed
• Impact of Data Normalization on Deep Neural Network for Time Series Forecasting
  13 Dec 2018 0 repositories listed
• Deep Air Quality Forecasting Using Hybrid Deep Learning Framework
  12 Dec 2018 0 repositories listed
• Closed-form Inference and Prediction in Gaussian Process State-Space Models
  10 Dec 2018 0 repositories listed
• Applying Nature-Inspired Optimization Algorithms for Selecting Important Timestamps to Reduce Time Series Dimensionality
  9 Dec 2018 0 repositories listed
• Bitcoin Forecasting Using ARIMA and PROPHET
  9 Dec 2018 0 repositories listed
• Fast Training Algorithms for Deep Convolutional Fuzzy Systems with Application to Stock Index Prediction
  7 Dec 2018 0 repositories listed
• seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention
  7 Dec 2018 0 repositories listed
• Time Series Featurization via Topological Data Analysis
  7 Dec 2018 0 repositories listed
• A novel health risk model based on intraday physical activity time series collected by smartphones
  6 Dec 2018 0 repositories listed
• Anomaly detection with Wasserstein GAN
  6 Dec 2018 0 repositories listed
• Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps
  6 Dec 2018 0 repositories listed
• Estimation of multivariate asymmetric power GARCH models
  5 Dec 2018 0 repositories listed
• Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data
  4 Dec 2018 0 repositories listed
• Examining Deep Learning Architectures for Crime Classification and Prediction
  3 Dec 2018 0 repositories listed
• Large Spectral Density Matrix Estimation by Thresholding
  3 Dec 2018 0 repositories listed
• Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series
  3 Dec 2018 0 repositories listed
• Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability
  3 Dec 2018 0 repositories listed
• Improving Clinical Predictions through Unsupervised Time Series Representation Learning
  2 Dec 2018 0 repositories listed
• Imputation of Clinical Covariates in Time Series
  2 Dec 2018 0 repositories listed