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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 61 of 92: papers 6,001 to 6,100 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.

• Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection
  21 Feb 2022 0 repositories listed
• Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting
  18 Feb 2022 0 repositories listed
• Long Run Risk in Stationary Structural Vector Autoregressive Models
  18 Feb 2022 0 repositories listed
• Simulating User-Level Twitter Activity with XGBoost and Probabilistic Hybrid Models
  18 Feb 2022 0 repositories listed
• Level set based particle filter driven by optical flow: an application to track the salt boundary from X-ray CT time-series
  17 Feb 2022 0 repositories listed
• Multi-Objective Model Selection for Time Series Forecasting
  17 Feb 2022 0 repositories listed
• Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition
  16 Feb 2022 0 repositories listed
• HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing
  16 Feb 2022 0 repositories listed
• Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition
  16 Feb 2022 0 repositories listed
• TimeREISE: Time-series Randomized Evolving Input Sample Explanation
  16 Feb 2022 0 repositories listed
• Market-Based Price Autocorrelation
  15 Feb 2022 0 repositories listed
• LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data
  15 Feb 2022 0 repositories listed
• Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection
  14 Feb 2022 0 repositories listed
• Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling
  14 Feb 2022 0 repositories listed
• Sequential Monte Carlo With Model Tempering
  14 Feb 2022 0 repositories listed
• Simple Models and Biased Forecasts
  14 Feb 2022 0 repositories listed
• Feature Construction and Selection for PV Solar Power Modeling
  13 Feb 2022 0 repositories listed
• Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing
  11 Feb 2022 0 repositories listed
• Fitting Sparse Markov Models to Categorical Time Series Using Regularization
  11 Feb 2022 0 repositories listed
• Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data
  11 Feb 2022 0 repositories listed
• SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography
  11 Feb 2022 0 repositories listed
• Wind power ramp prediction algorithm based on wavelet deep belief network
  11 Feb 2022 0 repositories listed
• Case-based reasoning for rare events prediction on strategic sites
  10 Feb 2022 0 repositories listed
• Learning Latent Causal Dynamics
  10 Feb 2022 0 repositories listed
• Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data
  10 Feb 2022 0 repositories listed
• Contrastive predictive coding for Anomaly Detection in Multi-variate Time Series Data
  8 Feb 2022 0 repositories listed
• KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting
  8 Feb 2022 0 repositories listed
• Spectral Propagation Graph Network for Few-shot Time Series Classification
  8 Feb 2022 0 repositories listed
• The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting
  8 Feb 2022 0 repositories listed
• Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods
  8 Feb 2022 0 repositories listed
• Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
  8 Feb 2022 0 repositories listed
• Detecting Structural Breaks in Foreign Exchange Markets by using the group LASSO technique
  7 Feb 2022 0 repositories listed
• Threshold Asymmetric Conditional Autoregressive Range (TACARR) Model
  7 Feb 2022 0 repositories listed
• Robust Anomaly Detection for Time-series Data
  6 Feb 2022 0 repositories listed
• Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series
  4 Feb 2022 0 repositories listed
• Evaluating conditional covariance estimates via a new targeting approach and a networks-based analysis
  4 Feb 2022 0 repositories listed
• Functional Mixtures-of-Experts
  4 Feb 2022 0 repositories listed
• Self-Adaptive Forecasting for Improved Deep Learning on Non-Stationary Time-Series
  4 Feb 2022 0 repositories listed
• COVID-19 Hospitalizations Forecasts Using Internet Search Data
  3 Feb 2022 0 repositories listed
• Review of automated time series forecasting pipelines
  3 Feb 2022 0 repositories listed
• Robust Audio Anomaly Detection
  3 Feb 2022 0 repositories listed
• 2T-POT Hawkes model for left- and right-tail conditional quantile forecasts of financial log-returns: out-of-sample comparison of conditional EVT models
  2 Feb 2022 0 repositories listed
• A Machine Learning Smartphone-based Sensing for Driver Behavior Classification
  1 Feb 2022 0 repositories listed
• Semantic of Cloud Computing services for Time Series workflows
  1 Feb 2022 0 repositories listed
• Experimental Investigation of Variational Mode Decomposition and Deep Learning for Short-Term Multi-horizon Residential Electric Load Forecasting
  1 Feb 2022 0 repositories listed
• A General Description of Growth Trends
  31 Jan 2022 0 repositories listed
• Comparative Study of Machine Learning Models for Stock Price Prediction
  31 Jan 2022 0 repositories listed
• Designing Universal Causal Deep Learning Models: The Geometric (Hyper)Transformer
  31 Jan 2022 0 repositories listed
• Partial Sum Processes of Residual-Based and Wald-type Break-Point Statistics in Time Series Regression Models
  31 Jan 2022 0 repositories listed
• Cause-Effect Preservation and Classification using Neurochaos Learning
  28 Jan 2022 0 repositories listed
• The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier
  28 Jan 2022 0 repositories listed
• Robust Augmentation for Multivariate Time Series Classification
  27 Jan 2022 0 repositories listed
• Unsupervised Change Detection using DRE-CUSUM
  27 Jan 2022 0 repositories listed
• Learning Mixtures of Linear Dynamical Systems
  26 Jan 2022 0 repositories listed
• S³NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks
  26 Jan 2022 0 repositories listed
• Stochastic Identification-based Active Sensing Acousto-Ultrasound SHM Using Stationary Time Series Models
  26 Jan 2022 0 repositories listed
• Differentially-Private Heat and Electricity Markets Coordination
  25 Jan 2022 0 repositories listed
• Estimating and backtesting risk under heavy tails
  25 Jan 2022 0 repositories listed
• Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection
  25 Jan 2022 0 repositories listed
• Multiscaling and rough volatility: an empirical investigation
  25 Jan 2022 0 repositories listed
• Time-Series K-means in Causal Inference and Mechanism Clustering for Financial Data
  24 Jan 2022 0 repositories listed
• Forgery Attack Detection in Surveillance Video Streams Using Wi-Fi Channel State Information
  24 Jan 2022 0 repositories listed
• Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series
  24 Jan 2022 0 repositories listed
• An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series
  23 Jan 2022 0 repositories listed
• Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network
  23 Jan 2022 0 repositories listed
• Imposing Connectome-Derived Topology on an Echo State Network
  23 Jan 2022 0 repositories listed
• Simulating Using Deep Learning The World Trade Forecasting of Export-Import Exchange Rate Convergence Factor During COVID-19
  23 Jan 2022 0 repositories listed
• Dynamic Deep Convolutional Candlestick Learner
  21 Jan 2022 0 repositories listed
• Spatiotemporal Analysis Using Riemannian Composition of Diffusion Operators
  21 Jan 2022 0 repositories listed
• Has EU accession boosted patents performance in the EU-13? -- A critical evaluation using causal impact analysis with Bayesian structural time-series models
  20 Jan 2022 0 repositories listed
• Lead-lag detection and network clustering for multivariate time series with an application to the US equity market
  20 Jan 2022 0 repositories listed
• Long Short-Term Memory Neural Network for Financial Time Series
  20 Jan 2022 0 repositories listed
• GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events
  18 Jan 2022 0 repositories listed
• Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach
  18 Jan 2022 0 repositories listed
• Online Time Series Anomaly Detection with State Space Gaussian Processes
  18 Jan 2022 0 repositories listed
• WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data
  18 Jan 2022 0 repositories listed
• Improving the quality control of seismic data through active learning
  17 Jan 2022 0 repositories listed
• Inferential Theory for Granular Instrumental Variables in High Dimensions
  17 Jan 2022 0 repositories listed
• Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts
  16 Jan 2022 0 repositories listed
• Fractional SDE-Net: Generation of Time Series Data with Long-term Memory
  16 Jan 2022 0 repositories listed
• IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction
  14 Jan 2022 0 repositories listed
• Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique
  14 Jan 2022 0 repositories listed
• Monitoring the Economy in Real Time: Trends and Gaps in Real Activity and Prices
  14 Jan 2022 0 repositories listed
• Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction
  14 Jan 2022 0 repositories listed
• Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection
  13 Jan 2022 0 repositories listed
• Privacy Amplification by Subsampling in Time Domain
  13 Jan 2022 0 repositories listed
• Recursive Least Squares Policy Control with Echo State Network
  13 Jan 2022 0 repositories listed
• Cognitive forces shape the dynamics of word usage across multiple languages
  12 Jan 2022 0 repositories listed
• Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features?
  12 Jan 2022 0 repositories listed
• Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models
  12 Jan 2022 0 repositories listed
• An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction
  11 Jan 2022 0 repositories listed
• Application of Common Spatial Patterns in Gravitational Waves Detection
  11 Jan 2022 0 repositories listed
• DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift
  11 Jan 2022 0 repositories listed
• Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity?
  11 Jan 2022 0 repositories listed
• Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019
  11 Jan 2022 0 repositories listed
• A machine learning search for optimal GARCH parameters
  10 Jan 2022 0 repositories listed
• Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?
  10 Jan 2022 0 repositories listed
• Causal Discovery from Sparse Time-Series Data Using Echo State Network
  9 Jan 2022 0 repositories listed
• OPP-Miner: Order-preserving sequential pattern mining
  9 Jan 2022 0 repositories listed
• Weak Supervision for Affordable Modeling of Electrocardiogram Data
  9 Jan 2022 0 repositories listed