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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 33 of 68: papers 3,201 to 3,300 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.

• 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
• HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting
  22 Jan 2022 0 repositories listed
• MIDAS: Deep learning human action intention prediction from natural eye movement patterns
  22 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
• Predicting waves in fluids with deep neural network
  17 Jan 2022 0 repositories listed
• Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters
  16 Jan 2022 0 repositories listed
• Enhancement of Healthcare Data Performance Metrics using Neural Network Machine Learning Algorithms
  16 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
• 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
• 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
• An Improved Mathematical Model of Sepsis: Modeling, Bifurcation Analysis, and Optimal Control Study for Complex Nonlinear Infectious Disease System
  7 Jan 2022 0 repositories listed
• Applications of Signature Methods to Market Anomaly Detection
  7 Jan 2022 0 repositories listed
• Bayesian Online Change Point Detection for Baseline Shifts
  7 Jan 2022 0 repositories listed
• Churn prediction in online gambling
  7 Jan 2022 0 repositories listed
• Detecting CAN Masquerade Attacks with Signal Clustering Similarity
  7 Jan 2022 0 repositories listed
• Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey
  7 Jan 2022 0 repositories listed
• Unifying Epidemic Models with Mixtures
  7 Jan 2022 0 repositories listed
• Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics
  6 Jan 2022 0 repositories listed
• Bitcoin Price Predictive Modeling Using Expert Correction
  6 Jan 2022 0 repositories listed
• Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting
  6 Jan 2022 0 repositories listed
• Sales Time Series Analytics Using Deep Q-Learning
  6 Jan 2022 0 repositories listed
• Second-Order Ultrasound Elastography with L1-norm Spatial Regularization
  6 Jan 2022 0 repositories listed
• A Review of Mathematical and Computational Methods in Cancer Dynamics
  5 Jan 2022 0 repositories listed
• Deep Fusion of Lead-lag Graphs: Application to Cryptocurrencies
  5 Jan 2022 0 repositories listed
• Eye Know You Too: A DenseNet Architecture for End-to-end Eye Movement Biometrics
  5 Jan 2022 0 repositories listed
• Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection
  3 Jan 2022 0 repositories listed
• The Interpretability of LSTM Models for Predicting Oil Company Stocks: Impact of Correlated Features
  2 Jan 2022 0 repositories listed
• On the effectiveness of Randomized Signatures as Reservoir for Learning Rough Dynamics
  2 Jan 2022 0 repositories listed
• High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series
  1 Jan 2022 0 repositories listed
• Evolutionary correlation, regime switching, spectral dynamics and optimal trading strategies for cryptocurrencies and equities
  31 Dec 2021 0 repositories listed
• Modelling matrix time series via a tensor CP-decomposition
  31 Dec 2021 0 repositories listed
• Random cohort effects and age groups dependency structure for mortality modelling and forecasting: Mixed-effects time-series model approach
  31 Dec 2021 0 repositories listed
• An Efficient Federated Distillation Learning System for Multi-task Time Series Classification
  30 Dec 2021 0 repositories listed
• ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer
  30 Dec 2021 0 repositories listed
• An Analysis of an Alternative Pythagorean Expected Win Percentage Model: Applications Using Major League Baseball Team Quality Simulations
  29 Dec 2021 0 repositories listed
• Cognitive Computing to Optimize IT Services
  28 Dec 2021 0 repositories listed
• Time-Incremental Learning from Data Using Temporal Logics
  28 Dec 2021 0 repositories listed
• Time Series Data Mining Algorithms Towards Scalable and Real-Time Behavior Monitoring
  26 Dec 2021 0 repositories listed
• Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series
  24 Dec 2021 0 repositories listed
• Toeplitz Least Squares Problems, Fast Algorithms and Big Data
  24 Dec 2021 0 repositories listed
• A Multi-View Framework for BGP Anomaly Detection via Graph Attention Network
  23 Dec 2021 0 repositories listed
• Stationarity analysis of the stock market data and its application to mechanical trading
  23 Dec 2021 0 repositories listed
• Collaborative adversary nodes learning on the logs of IoT devices in an IoT network
  22 Dec 2021 0 repositories listed
• Dynamic Combination of Heterogeneous Models for Hierarchical Time Series
  22 Dec 2021 0 repositories listed
• Neural Echo State Network using oscillations of gas bubbles in water
  22 Dec 2021 0 repositories listed
• AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version
  21 Dec 2021 0 repositories listed
• PyChEst: a Python package for the consistent retrospective estimation of distributional changes in piece-wise stationary time series
  20 Dec 2021 0 repositories listed
• Denoised Labels for Financial Time-Series Data via Self-Supervised Learning
  19 Dec 2021 0 repositories listed
• Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution
  19 Dec 2021 0 repositories listed
• A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models
  17 Dec 2021 0 repositories listed
• A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery
  16 Dec 2021 0 repositories listed
• Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles
  16 Dec 2021 0 repositories listed
• A Predictive Online Transient Stability Assessment with Hierarchical Generative Adversarial Networks
  15 Dec 2021 0 repositories listed
• Characterization of causal ancestral graphs for time series with latent confounders
  15 Dec 2021 0 repositories listed
• Leveraging Image-based Generative Adversarial Networks for Time Series Generation
  15 Dec 2021 0 repositories listed
• Optimal Latent Space Forecasting for Large Collections of Short Time Series Using Temporal Matrix Factorization
  15 Dec 2021 0 repositories listed
• Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data
  15 Dec 2021 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Compensatory model for quantile estimation and application to VaR
  14 Dec 2021 0 repositories listed
• Cryptocurrency Market Consolidation in 2020--2021
  13 Dec 2021 0 repositories listed
• Approximation algorithms for confidence bands for time series
  12 Dec 2021 0 repositories listed
• DeepFIB: Self-Imputation for Time Series Anomaly Detection
  12 Dec 2021 0 repositories listed
• Federated Reinforcement Learning at the Edge
  11 Dec 2021 0 repositories listed
• Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction
  10 Dec 2021 0 repositories listed
• Mathematical models of COVID-19 spread
  10 Dec 2021 0 repositories listed
• Neural Multi-Quantile Forecasting for Optimal Inventory Management
  10 Dec 2021 0 repositories listed
• Autoregressive Quantile Flows for Predictive Uncertainty Estimation
  9 Dec 2021 0 repositories listed
• Measuring Wind Turbine Health Using Drifting Concepts
  9 Dec 2021 0 repositories listed
• Ymir: A Supervised Ensemble Framework for Multivariate Time Series Anomaly Detection
  9 Dec 2021 0 repositories listed
• Merging Subject Matter Expertise and Deep Convolutional Neural Network for State-Based Online Machine-Part Interaction Classification
  8 Dec 2021 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.