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Time Series Analysis

Papers archive 2025-07-28

archive papers tagged: 6,748 · with a code link: 1,993 · where Syntology ran a sample: 383 (327 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (383 of 6,748 tagged: 327 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument)

Page 40 of 68: papers 3,901 to 4,000 of 6,748, 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.

• Bayesian Optimisation for a Biologically Inspired Population Neural Network
  13 Apr 2021 0 repositories listed
• A Fast Evidential Approach for Stock Forecasting
  12 Apr 2021 0 repositories listed
• Analysis of bank leverage via dynamical systems and deep neural networks
  11 Apr 2021 0 repositories listed
• Boosted Embeddings for Time Series Forecasting
  10 Apr 2021 0 repositories listed
• Deep Transformer Networks for Time Series Classification: The NPP Safety Case
  9 Apr 2021 0 repositories listed
• Granger Causality Based Hierarchical Time Series Clustering for State Estimation
  9 Apr 2021 0 repositories listed
• Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data
  9 Apr 2021 0 repositories listed
• CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data
  8 Apr 2021 0 repositories listed
• Fingerprint Presentation Attack Detection utilizing Time-Series, Color Fingerprint Captures
  8 Apr 2021 0 repositories listed
• Market Regime Detection via Realized Covariances: A Comparison between Unsupervised Learning and Nonlinear Models
  8 Apr 2021 0 repositories listed
• Neural Network for Weighted Signal Temporal Logic
  8 Apr 2021 0 repositories listed
• Bootstrap Inference for Hawkes and General Point Processes
  7 Apr 2021 0 repositories listed
• Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air
  7 Apr 2021 0 repositories listed
• Min(d)ing the President: A text analytic approach to measuring tax news
  7 Apr 2021 0 repositories listed
• Towards a Rigorous Evaluation of Explainability for Multivariate Time Series
  6 Apr 2021 0 repositories listed
• Analysis of bio-electro-chemical signals from passive sweat-based wearable electro-impedance spectroscopy (EIS) towards assessing blood glucose modulations
  5 Apr 2021 0 repositories listed
• COHORTNEY: Non-Parametric Clustering of Event Sequences
  3 Apr 2021 0 repositories listed
• A Comparative Analysis of Machine Learning and Grey Models
  2 Apr 2021 0 repositories listed
• Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey
  2 Apr 2021 0 repositories listed
• Surfacing Estimation Uncertainty in the Decay Parameters of Hawkes Processes with Exponential Kernels
  2 Apr 2021 0 repositories listed
• The Coronavirus is a Bioweapon: Analysing Coronavirus Fact-Checked Stories
  2 Apr 2021 0 repositories listed
• Resource-aware Time Series Imaging Classification for Wireless Link Layer Anomalies
  2 Apr 2021 0 repositories listed
• Quick Line Outage Identification in Urban Distribution Grids via Smart Meters
  1 Apr 2021 0 repositories listed
• Time Series Analysis and Modeling to Forecast: a Survey
  31 Mar 2021 0 repositories listed
• Channel-Based Attention for LCC Using Sentinel-2 Time Series
  31 Mar 2021 0 repositories listed
• Online Non-linear Topology Identification from Graph-connected Time Series
  31 Mar 2021 0 repositories listed
• RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning
  31 Mar 2021 0 repositories listed
• Causal Hidden Markov Model for Time Series Disease Forecasting
  30 Mar 2021 0 repositories listed
• Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting
  30 Mar 2021 0 repositories listed
• Inferring, comparing and exploring ecological networks from time-series data through R packages constructnet, disgraph and dynet
  29 Mar 2021 0 repositories listed
• A cloud-IoT platform for passive radio sensing: challenges and application case studies
  26 Mar 2021 0 repositories listed
• Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting
  26 Mar 2021 0 repositories listed
• Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions
  25 Mar 2021 0 repositories listed
• Measuring frequency-dependent selection in culture
  25 Mar 2021 0 repositories listed
• An investigation of higher order moments of empirical financial data and the implications to risk
  24 Mar 2021 0 repositories listed
• Including Sparse Production Knowledge into Variational Autoencoders to Increase Anomaly Detection Reliability
  24 Mar 2021 0 repositories listed
• Intraday trading strategy based on time series and machine learning for Chinese stock market
  24 Mar 2021 0 repositories listed
• Isolating the impact of trading on grid frequency fluctuations
  24 Mar 2021 0 repositories listed
• Volume-Centred Range Bars: Novel Interpretable Representation of Financial Markets Designed for Machine Learning Applications
  23 Mar 2021 0 repositories listed
• Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand
  23 Mar 2021 0 repositories listed
• Cryptocurrency Dynamics: Rodeo or Ascot?
  23 Mar 2021 0 repositories listed
• Domain Specific Concept Drift Detectors for Predicting Financial Time Series
  22 Mar 2021 0 repositories listed
• Handling Missing Observations with an RNN-based Prediction-Update Cycle
  22 Mar 2021 0 repositories listed
• Markov Modeling of Time-Series Data using Symbolic Analysis
  20 Mar 2021 0 repositories listed
• Social Link Inference via Multi-View Matching Network from Spatio-Temporal Trajectories
  20 Mar 2021 0 repositories listed
• Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version
  19 Mar 2021 0 repositories listed
• Learning Time Series from Scale Information
  18 Mar 2021 0 repositories listed
• Do Word Embeddings Really Understand Loughran-McDonald's Polarities?
  17 Mar 2021 0 repositories listed
• Deep Time Series Models for Scarce Data
  16 Mar 2021 0 repositories listed
• A machine learning approach to itinerary-level booking prediction in competitive airline markets
  15 Mar 2021 0 repositories listed
• Interpretable Feature Construction for Time Series Extrinsic Regression
  15 Mar 2021 0 repositories listed
• Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning
  15 Mar 2021 0 repositories listed
• Online Learning with Radial Basis Function Networks
  15 Mar 2021 0 repositories listed
• Tomography of time-dependent quantum spin networks with machine learning
  15 Mar 2021 0 repositories listed
• A novel weighted approach for time series forecasting based on visibility graph
  14 Mar 2021 0 repositories listed
• Anticipating synchronization with machine learning
  13 Mar 2021 0 repositories listed
• How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
  12 Mar 2021 0 repositories listed
• Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning
  12 Mar 2021 0 repositories listed
• Spatiotemporal Tensor Completion for Improved Urban Traffic Imputation
  12 Mar 2021 0 repositories listed
• Visualising Deep Network's Time-Series Representations
  12 Mar 2021 0 repositories listed
• Estimating the causal effect of an intervention in a time series setting: the C-ARIMA approach
  11 Mar 2021 0 repositories listed
• Extension of the Lagrange multiplier test for error cross-section independence to large panels with non normal errors
  10 Mar 2021 0 repositories listed
• Machine Learning Prediction of Time-Varying Rayleigh Channels
  10 Mar 2021 0 repositories listed
• Streaming Linear System Identification with Reverse Experience Replay
  10 Mar 2021 0 repositories listed
• Data-driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps
  9 Mar 2021 0 repositories listed
• Decomposition-based hybrid wind speed forecasting model using deep bidirectional LSTM networks
  9 Mar 2021 0 repositories listed
• Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks
  8 Mar 2021 0 repositories listed
• Optimizing Expected Shortfall under an ℓ₁ constraint -- an analytic approach
  7 Mar 2021 0 repositories listed
• Artificial neural network as a universal model of nonlinear dynamical systems
  6 Mar 2021 0 repositories listed
• LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management
  6 Mar 2021 0 repositories listed
• Deep Hedging, Generative Adversarial Networks, and Beyond
  5 Mar 2021 0 repositories listed
• District Wise Price Forecasting of Wheat in Pakistan using Deep Learning
  5 Mar 2021 0 repositories listed
• On the LRD of the Aggregated Traffic Flows in High-Speed Computer Networks
  5 Mar 2021 0 repositories listed
• Prediction of financial time series using LSTM and data denoising methods
  5 Mar 2021 0 repositories listed
• Testing for a Random Walk Structure in the Frequency Evolution of a Tone in Noise
  5 Mar 2021 0 repositories listed
• Exploring the representativeness of the M5 competition data
  4 Mar 2021 0 repositories listed
• Theory of Evolutionary Spectra for Heteroskedasticity and Autocorrelation Robust Inference in Possibly Misspecified and Nonstationary Models
  4 Mar 2021 0 repositories listed
• Contrastive learning of strong-mixing continuous-time stochastic processes
  3 Mar 2021 0 repositories listed
• Modeling Macroeconomic Variations After COVID-19
  3 Mar 2021 0 repositories listed
• LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment
  3 Mar 2021 0 repositories listed
• Two-Stage Framework for Seasonal Time Series Forecasting
  3 Mar 2021 0 repositories listed
• Video Sentiment Analysis with Bimodal Information-augmented Multi-Head Attention
  3 Mar 2021 0 repositories listed
• A Novel CNN-LSTM-based Approach to Predict Urban Expansion
  2 Mar 2021 0 repositories listed
• A Spectral Enabled GAN for Time Series Data Generation
  2 Mar 2021 0 repositories listed
• Dynamic and Thermodynamic Models of Adaptation
  2 Mar 2021 0 repositories listed
• Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers
  2 Mar 2021 0 repositories listed
• Preliminaries on the Accurate Estimation of the Hurst Exponent Using Time Series
  2 Mar 2021 0 repositories listed
• Theory of Low Frequency Contamination from Nonstationarity and Misspecification: Consequences for HAR Inference
  2 Mar 2021 0 repositories listed
• Variance Reduced Training with Stratified Sampling for Forecasting Models
  2 Mar 2021 0 repositories listed
• Automatic Stockpile Volume Monitoring using Multi-view Stereo from SkySat Imagery
  1 Mar 2021 0 repositories listed
• CLPVG: Circular limited penetrable visibility graph as a new network model for time series
  1 Mar 2021 0 repositories listed
• Identifying the module structure of swarms using a new framework of network-based time series clustering
  1 Mar 2021 0 repositories listed
• The Kernel Trick for Nonlinear Factor Modeling
  1 Mar 2021 0 repositories listed
• Forecasting high-frequency financial time series: an adaptive learning approach with the order book data
  27 Feb 2021 0 repositories listed
• Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion
  26 Feb 2021 0 repositories listed
• Adaptable Hamiltonian neural networks
  25 Feb 2021 0 repositories listed
• Distributed Online Learning with Multiple Kernels
  25 Feb 2021 0 repositories listed
• TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services
  25 Feb 2021 0 repositories listed
• Time-Series Imputation with Wasserstein Interpolation for Optimal Look-Ahead-Bias and Variance Tradeoff
  25 Feb 2021 0 repositories listed
• AutoAI-TS: AutoAI for Time Series Forecasting
  24 Feb 2021 0 repositories listed