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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 3 of 68: papers 201 to 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.

• A Deep Learning Approach to Analyzing Continuous-Time Systems
  25 Sep 2022 2 repositories listed
• PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting
  20 Sep 2022 2 repositories listed
• Understanding of the properties of neural network approaches for transient light curve approximations
  15 Sep 2022 2 repositories listed
• TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack
  14 Sep 2022 2 repositories listed
• ARMA Cell: A Modular and Effective Approach for Neural Autoregressive Modeling
  31 Aug 2022 2 repositories listed Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples)
• Neural Networks for Extreme Quantile Regression with an Application to Forecasting of Flood Risk
  16 Aug 2022 2 repositories listed
• Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  13 Aug 2022 2 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting
  10 Aug 2022 2 repositories listed
• Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting
  5 Aug 2022 2 repositories listed
• Detecting Multivariate Time Series Anomalies with Zero Known Label
  3 Aug 2022 2 repositories listed
• ClaSP -- Parameter-free Time Series Segmentation
  28 Jul 2022 2 repositories listed
• Mitigating Data Redundancy to Revitalize Transformer-based Long-Term Time Series Forecasting System
  16 Jul 2022 2 repositories listed
• Color-aware two-branch DCNN for efficient plant disease classification
  30 Jun 2022 2 repositories listed
• On the Parameterization and Initialization of Diagonal State Space Models
  23 Jun 2022 2 repositories listed
• Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting
  18 Jun 2022 2 repositories listed
• StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures
  17 Jun 2022 2 repositories listed
• Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations
  16 Jun 2022 2 repositories listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples) · 3 pointer-only (licence)
• Conformal prediction set for time-series
  15 Jun 2022 2 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Deep Isolation Forest for Anomaly Detection
  14 Jun 2022 2 repositories listed Syntology official (archive's flag): 9 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 14 harvested samples)
• TSFEDL: A Python Library for Time Series Spatio-Temporal Feature Extraction and Prediction using Deep Learning (with Appendices on Detailed Network Architectures and Experimental Cases of Study)
  7 Jun 2022 2 repositories listed
• Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules
  3 Jun 2022 2 repositories listed
• OmniXAI: A Library for Explainable AI
  1 Jun 2022 2 repositories listed
• Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting
  28 May 2022 2 repositories listed
• Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations
  26 May 2022 2 repositories listed
• Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis
  22 May 2022 2 repositories listed
• Stock Price Prediction Based on Natural Language Processing
  6 May 2022 2 repositories listed
• An Extensive Data Processing Pipeline for MIMIC-IV
  29 Apr 2022 2 repositories listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
• Changepoint Detection in Noisy Data Using a Novel Residuals Permutation-Based Method (RESPERM): Benchmarking and Application to Single Trial ERPs
  21 Apr 2022 2 repositories listed
• Sintel: A Machine Learning Framework to Extract Insights from Signals
  19 Apr 2022 2 repositories listed
• Domino: Discovering Systematic Errors with Cross-Modal Embeddings
  24 Mar 2022 2 repositories listed Syntology official (archive's flag): 4 ran · 9 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 5 pointer-only (licence)
• Defending Black-box Skeleton-based Human Activity Classifiers
  9 Mar 2022 2 repositories listed
• Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs
  17 Feb 2022 2 repositories listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 2 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Adaptive Conformal Predictions for Time Series
  15 Feb 2022 2 repositories listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
• HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time series
  7 Feb 2022 2 repositories listed
• TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
  6 Feb 2022 2 repositories listed Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data
  18 Jan 2022 2 repositories listed Syntology official: harvested, nothing ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting
  13 Jan 2022 2 repositories listed
• Data-driven approach in a compartmental epidemic model to assess undocumented infections
  10 Jan 2022 2 repositories listed
• Online Search With Best-Price and Query-Based Predictions
  2 Dec 2021 2 repositories listed
• Deep Learning Algorithms for Hedging with Frictions
  2 Nov 2021 2 repositories listed
• RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data
  1 Nov 2021 2 repositories listed
• ClaSP - Time Series Segmentation
  26 Oct 2021 2 repositories listed
• Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers
  26 Oct 2021 2 repositories listed Syntology official (archive's flag): 5 ran · 19 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 14 where Syntology's instrument failed) · 34 unverified (of 53 harvested samples)
• DMS, AE, DAA: methods and applications of adaptive time series model selection, ensemble, and financial evaluation
  21 Oct 2021 2 repositories listed
• On the difficulty of learning chaotic dynamics with RNNs
  14 Oct 2021 2 repositories listed
• Chaos as an interpretable benchmark for forecasting and data-driven modelling
  11 Oct 2021 2 repositories listed
• Generative Optimization Networks for Memory Efficient Data Generation
  6 Oct 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift
  29 Sep 2021 2 repositories listed
• Long-Range Transformers for Dynamic Spatiotemporal Forecasting
  24 Sep 2021 2 repositories listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• A Wavelet Method for Panel Models with Jump Discontinuities in the Parameters
  22 Sep 2021 2 repositories listed
• Merlion: A Machine Learning Library for Time Series
  20 Sep 2021 2 repositories listed
• Transformer Networks for Data Augmentation of Human Physical Activity Recognition
  2 Sep 2021 2 repositories listed
• TCCT: Tightly-Coupled Convolutional Transformer on Time Series Forecasting
  29 Aug 2021 2 repositories listed
• Sketches for Time-Dependent Machine Learning
  26 Aug 2021 2 repositories listed
• AdaRNN: Adaptive Learning and Forecasting of Time Series
  10 Aug 2021 2 repositories listed
• Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks
  31 Jul 2021 2 repositories listed Syntology official (archive's flag): 5 ran · 5 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 9 pointer-only (licence)
• Long-term series forecasting with Query Selector -- efficient model of sparse attention
  19 Jul 2021 2 repositories listed
• Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests
  14 Jul 2021 2 repositories listed
• Out-of-Distribution Dynamics Detection: RL-Relevant Benchmarks and Results
  11 Jul 2021 2 repositories listed Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Time-Series Representation Learning via Temporal and Contextual Contrasting
  26 Jun 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Continuous-Time Deep Glioma Growth Models
  23 Jun 2021 2 repositories listed Syntology official (archive's flag): 3 ran · 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) · 2 unverified (of 5 harvested samples)
• Neural Controlled Differential Equations for Online Prediction Tasks
  21 Jun 2021 2 repositories listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage
  19 Jun 2021 2 repositories listed
• Graph Neural Network-Based Anomaly Detection in Multivariate Time Series
  13 Jun 2021 2 repositories listed Syntology official (archive's flag): 2 ran · 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection
  10 Jun 2021 2 repositories listed
• Manifold Topology Divergence: a Framework for Comparing Data Manifolds
  8 Jun 2021 2 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding
  1 Jun 2021 2 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection
  28 May 2021 2 repositories listed
• Deep Learning-based Damage Mapping with InSAR Coherence Time Series
  24 May 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 15 harvested samples)
• Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection
  20 May 2021 2 repositories listed
• Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification
  13 May 2021 2 repositories listed
• Neural graphical modelling in continuous-time: consistency guarantees and algorithms
  6 May 2021 2 repositories listed Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
• Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling
  30 Apr 2021 2 repositories listed
• LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information
  13 Apr 2021 2 repositories listed
• Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx
  12 Apr 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Gated Transformer Networks for Multivariate Time Series Classification
  26 Mar 2021 2 repositories listed
• Neural ODE Processes
  23 Mar 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
• Recent Ice Trends in Swiss Mountain Lakes: 20-year Analysis of MODIS Imagery
  23 Mar 2021 2 repositories listed
• Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality
  11 Mar 2021 2 repositories listed
• PyRCN: A Toolbox for Exploration and Application of Reservoir Computing Networks
  8 Mar 2021 2 repositories listed
• Automated data-driven approach for gap filling in the time series using evolutionary learning
  1 Mar 2021 2 repositories listed
• Unsupervised dynamic modeling of medical image transformation
  1 Mar 2021 2 repositories listed
• Neural Pharmacodynamic State Space Modeling
  22 Feb 2021 2 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
• Early Abandoning and Pruning for Elastic Distances including Dynamic Time Warping
  10 Feb 2021 2 repositories listed
• Multi-Time Attention Networks for Irregularly Sampled Time Series
  25 Jan 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• A Bayesian neural network predicts the dissolution of compact planetary systems
  11 Jan 2021 2 repositories listed
• Score Matched Neural Exponential Families for Likelihood-Free Inference
  20 Dec 2020 2 repositories listed
• MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
  16 Dec 2020 2 repositories listed
• Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification
  9 Dec 2020 2 repositories listed
• Enhanced Recurrent Neural Tangent Kernels for Non-Time-Series Data
  9 Dec 2020 2 repositories listed
• Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding
  28 Nov 2020 2 repositories listed
• Solving high-dimensional parameter inference: marginal posterior densities & Moment Networks
  11 Nov 2020 2 repositories listed
• Conformal prediction interval for dynamic time-series
  18 Oct 2020 2 repositories listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Asset Price Forecasting using Recurrent Neural Networks
  10 Oct 2020 2 repositories listed
• Deep learning for time series classification
  1 Oct 2020 2 repositories listed
• Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change
  18 Sep 2020 2 repositories listed
• Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
  12 Sep 2020 2 repositories listed Syntology official (archive's flag): 3 ran · 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) · 1 unverified (of 4 harvested samples)
• Applications of Deep Neural Networks with Keras
  11 Sep 2020 2 repositories listed
• GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation
  11 Sep 2020 2 repositories listed
• XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification
  10 Sep 2020 2 repositories listed

Syntology lines on 30 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.