Browse State-of-the-Art › Time Series › Papers, page 56

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 56 of 92: papers 5,501 to 5,600 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.

• Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise
  26 Oct 2022 0 repositories listed
• Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data
  25 Oct 2022 0 repositories listed
• Modelling the Bitcoin prices and the media attention to Bitcoin via the jump-type processes
  25 Oct 2022 0 repositories listed
• WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
  25 Oct 2022 0 repositories listed
• Applications of Machine Learning in Pharmacogenomics: Clustering Plasma Concentration-Time Curves
  24 Oct 2022 0 repositories listed
• Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble
  24 Oct 2022 0 repositories listed
• Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach
  24 Oct 2022 0 repositories listed
• Preparing fMRI Data for Statistical Analysis
  24 Oct 2022 0 repositories listed
• Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior
  22 Oct 2022 0 repositories listed
• Time Series Synthesis via Multi-scale Patch-based Generation of Wavelet Scalogram
  21 Oct 2022 0 repositories listed
• Multimodal Neural Network For Demand Forecasting
  20 Oct 2022 0 repositories listed
• Theoretical analysis of deep neural networks for temporally dependent observations
  20 Oct 2022 0 repositories listed
• Irregularly-Sampled Time Series Modeling with Spline Networks
  19 Oct 2022 0 repositories listed
• Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability
  18 Oct 2022 0 repositories listed
• Optimal Event Monitoring through Internet Mashup over Multivariate Time Series
  18 Oct 2022 0 repositories listed
• Universal hidden monotonic trend estimation with contrastive learning
  18 Oct 2022 0 repositories listed
• Modelling Emotion Dynamics in Song Lyrics with State Space Models
  17 Oct 2022 0 repositories listed
• Temporal-Spatial dependencies ENhanced deep learning model (TSEN) for household leverage series forecasting
  17 Oct 2022 0 repositories listed
• From time-series transcriptomics to gene regulatory networks: a review on inference methods
  16 Oct 2022 0 repositories listed
• Extreme-Long-short Term Memory for Time-series Prediction
  15 Oct 2022 0 repositories listed
• Convolutional Neural Networks: Basic Concepts and Applications in Manufacturing
  14 Oct 2022 0 repositories listed
• Estimation of High-Dimensional Markov-Switching VAR Models with an Approximate EM Algorithm
  14 Oct 2022 0 repositories listed
• Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain
  14 Oct 2022 0 repositories listed
• Early Discovery of Disappearing Entities in Microblogs
  13 Oct 2022 0 repositories listed
• Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing
  13 Oct 2022 0 repositories listed
• LEAVES: Learning Views for Time-Series Data in Contrastive Learning
  13 Oct 2022 0 repositories listed
• Marginalized particle Gibbs for multiple state-space models coupled through shared parameters
  13 Oct 2022 0 repositories listed
• Deterioration Prediction using Time-Series of Three Vital Signs and Current Clinical Features Amongst COVID-19 Patients
  12 Oct 2022 0 repositories listed
• Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC Networks
  12 Oct 2022 0 repositories listed
• Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware
  10 Oct 2022 0 repositories listed
• Mining Causality from Continuous-time Dynamics Models: An Application to Tsunami Forecasting
  10 Oct 2022 0 repositories listed
• ANFIS-based prediction of power generation for combined cycle power plant
  7 Oct 2022 0 repositories listed
• Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting
  6 Oct 2022 0 repositories listed
• From Rules to Regs: A Structural Topic Model of Collusion Research
  6 Oct 2022 0 repositories listed
• Inference on Causal Effects of Interventions in Time using Gaussian Processes
  6 Oct 2022 0 repositories listed
• Temporal Spatial Decomposition and Fusion Network for Time Series Forecasting
  6 Oct 2022 0 repositories listed
• Feature Importance for Time Series Data: Improving KernelSHAP
  5 Oct 2022 0 repositories listed
• GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
  5 Oct 2022 0 repositories listed Syntology 4 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; 3 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Efficient probabilistic reconciliation of forecasts for real-valued and count time series
  5 Oct 2022 0 repositories listed
• Stock Volatility Prediction using Time Series and Deep Learning Approach
  5 Oct 2022 0 repositories listed
• The Local to Unity Dynamic Tobit Model
  5 Oct 2022 0 repositories listed
• Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction
  4 Oct 2022 0 repositories listed
• Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks
  4 Oct 2022 0 repositories listed
• MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting
  4 Oct 2022 0 repositories listed
• Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations
  4 Oct 2022 0 repositories listed
• Review of Clustering Methods for Functional Data
  3 Oct 2022 0 repositories listed
• Grouped self-attention mechanism for a memory-efficient Transformer
  2 Oct 2022 0 repositories listed
• Robust Trajectory-based Density Estimation for Geometric Structure Recovery: Theory and Applications
  1 Oct 2022 0 repositories listed
• Solar Power Time Series Forecasting Utilising Wavelet Coefficients
  1 Oct 2022 0 repositories listed
• A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring
  30 Sep 2022 0 repositories listed
• A Sequence-Aware Recommendation Method Based on Complex Networks
  30 Sep 2022 0 repositories listed
• Fast Inference for Quantile Regression with Tens of Millions of Observations
  29 Sep 2022 0 repositories listed
• Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data
  28 Sep 2022 0 repositories listed
• Towards Automatic Forecasting: Evaluation of Time-Series Forecasting Models for Chickenpox Cases Estimation in Hungary
  28 Sep 2022 0 repositories listed
• Explainable classification of astronomical uncertain time series
  28 Sep 2022 0 repositories listed
• Happy or grumpy? A Machine Learning Approach to Analyze the Sentiment of Airline Passengers' Tweets
  28 Sep 2022 0 repositories listed
• Masked Multi-Step Multivariate Time Series Forecasting with Future Information
  28 Sep 2022 0 repositories listed
• Retrieval Based Time Series Forecasting
  27 Sep 2022 0 repositories listed
• DynImp: Dynamic Imputation for Wearable Sensing Data Through Sensory and Temporal Relatedness
  26 Sep 2022 0 repositories listed
• Myopia prediction for adolescents via time-aware deep learning
  26 Sep 2022 0 repositories listed
• High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production
  25 Sep 2022 0 repositories listed
• A Robust and Explainable Data-Driven Anomaly Detection Approach For Power Electronics
  23 Sep 2022 0 repositories listed
• DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions
  23 Sep 2022 0 repositories listed
• Multivariate Wasserstein Functional Connectivity for Autism Screening
  23 Sep 2022 0 repositories listed
• Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting
  23 Sep 2022 0 repositories listed
• Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions
  23 Sep 2022 0 repositories listed
• Combined Unbalanced Distribution System State and Line Impedance Matrix Estimation
  22 Sep 2022 0 repositories listed
• Deep learning based sferics recognition for AMT data processing in the dead band
  22 Sep 2022 0 repositories listed
• Multiscale Comparison of Nonparametric Trend Curves
  22 Sep 2022 0 repositories listed
• Optimal Stopping with Gaussian Processes
  22 Sep 2022 0 repositories listed
• Robust Forecasting for Robotic Control: A Game-Theoretic Approach
  22 Sep 2022 0 repositories listed
• STING: Self-attention based Time-series Imputation Networks using GAN
  22 Sep 2022 0 repositories listed
• StyleTime: Style Transfer for Synthetic Time Series Generation
  22 Sep 2022 0 repositories listed
• Contrastive Learning for Time Series on Dynamic Graphs
  21 Sep 2022 0 repositories listed
• MulBot: Unsupervised Bot Detection Based on Multivariate Time Series
  21 Sep 2022 0 repositories listed
• Review of Time Series Forecasting Methods and Their Applications to Particle Accelerators
  21 Sep 2022 0 repositories listed
• Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework by Tabular-To-Voxel Image Conversion
  21 Sep 2022 0 repositories listed
• An Attention Free Long Short-Term Memory for Time Series Forecasting
  20 Sep 2022 0 repositories listed
• Estimation of Shade Losses in Unlabeled PV Data
  20 Sep 2022 0 repositories listed
• Probabilistic Dalek -- Emulator framework with probabilistic prediction for supernova tomography
  20 Sep 2022 0 repositories listed
• The boosted HP filter is more general than you might think
  20 Sep 2022 0 repositories listed
• Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems
  18 Sep 2022 0 repositories listed
• Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques
  18 Sep 2022 0 repositories listed
• A review of predictive uncertainty estimation with machine learning
  17 Sep 2022 0 repositories listed
• De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
  17 Sep 2022 0 repositories listed
• DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under Missing Data
  16 Sep 2022 0 repositories listed
• FRANS: Automatic Feature Extraction for Time Series Forecasting
  15 Sep 2022 0 repositories listed
• Information Theoretic Measures of Causal Influences during Transient Neural Events
  15 Sep 2022 0 repositories listed
• Multi-time Predictions of Wildfire Grid Map using Remote Sensing Local Data
  15 Sep 2022 0 repositories listed
• Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description
  15 Sep 2022 0 repositories listed
• Statistical Properties of the Entropy from Ordinal Patterns
  15 Sep 2022 0 repositories listed
• Universal abundance fluctuations across microbial communities, tropical forests, and urban populations
  15 Sep 2022 0 repositories listed
• Bioeconomic analysis of harvesting within a predator-prey system: A case study in the Chesapeake Bay fisheries
  14 Sep 2022 0 repositories listed
• Data-Driven Machine Learning Models for a Multi-Objective Flapping Fin Unmanned Underwater Vehicle Control System
  14 Sep 2022 0 repositories listed
• Explainable AI for clinical and remote health applications: a survey on tabular and time series data
  14 Sep 2022 0 repositories listed
• A topological analysis of cointegrated data: a Z24 Bridge case study
  12 Sep 2022 0 repositories listed
• An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning
  12 Sep 2022 0 repositories listed
• BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data
  12 Sep 2022 0 repositories listed
• A new hazard event classification model via deep learning and multifractal
  12 Sep 2022 0 repositories listed
• Learning domain-specific causal discovery from time series
  12 Sep 2022 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.