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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 27 of 68: papers 2,601 to 2,700 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.

• 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
• Public Transit Arrival Prediction: a Seq2Seq RNN Approach
  4 Oct 2022 0 repositories listed
• Using Entropy Measures for Monitoring the Evolution of Activity Patterns
  4 Oct 2022 0 repositories listed
• Improving Convolutional Neural Networks for Fault Diagnosis by Assimilating Global Features
  3 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
• Non-contrastive representation learning for intervals from well logs
  28 Sep 2022 0 repositories listed
• Predicting Swarm Equatorial Plasma Bubbles via Machine Learning and Shapley Values
  27 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
• Modeling Polyp Activity of Paragorgia arborea Using Supervised Learning
  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
• Asset Pricing and Deep Learning
  24 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
• Quantifying How Hateful Communities Radicalize Online Users
  19 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
• Modeling of Political Systems using Wasserstein Gradient Flows
  12 Sep 2022 0 repositories listed
• Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning
  12 Sep 2022 0 repositories listed
• Uncovering Regions of Maximum Dissimilarity on Random Process Data
  12 Sep 2022 0 repositories listed
• Testing the martingale difference hypothesis in high dimension
  11 Sep 2022 0 repositories listed
• A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis
  10 Sep 2022 0 repositories listed
• Deep Baseline Network for Time Series Modeling and Anomaly Detection
  10 Sep 2022 0 repositories listed
• Symbolic Knowledge Extraction from Opaque Predictors Applied to Cosmic-Ray Data Gathered with LISA Pathfinder
  10 Sep 2022 0 repositories listed
• Yes, DLGM! A novel hierarchical model for hazard classification
  10 Sep 2022 0 repositories listed
• In-situ animal behavior classification using knowledge distillation and fixed-point quantization
  9 Sep 2022 0 repositories listed
• Causal Modeling of Policy Interventions From Sequences of Treatments and Outcomes
  9 Sep 2022 0 repositories listed
• Assessing Lower Limb Strength using Internet-of-Things Enabled Chair
  8 Sep 2022 0 repositories listed
• Valuing Players Over Time
  8 Sep 2022 0 repositories listed
• Modular Federated Learning
  7 Sep 2022 0 repositories listed
• Reactmine: a statistical search algorithm for inferring chemical reactions from time series data
  7 Sep 2022 0 repositories listed
• Impact analysis of recovery cases due to COVID19 using LSTM deep learning model
  6 Sep 2022 0 repositories listed
• Pattern-Based Prediction of Population Outbreaks
  6 Sep 2022 0 repositories listed
• Spatiotemporal Cardiac Statistical Shape Modeling: A Data-Driven Approach
  6 Sep 2022 0 repositories listed
• Features Fusion Framework for Multimodal Irregular Time-series Events
  5 Sep 2022 0 repositories listed
• Recursive Gaussian Process over graphs for Integrating Multi-timescale Measurements in Low-Observable Distribution Systems
  4 Sep 2022 0 repositories listed
• Learning Differential Operators for Interpretable Time Series Modeling
  3 Sep 2022 0 repositories listed
• An Explainer for Temporal Graph Neural Networks
  2 Sep 2022 0 repositories listed
• An Interpretable and Efficient Infinite-Order Vector Autoregressive Model for High-Dimensional Time Series
  2 Sep 2022 0 repositories listed
• Estimation of Correlation Matrices from Limited time series Data using Machine Learning
  2 Sep 2022 0 repositories listed
• In Situ 3D Spatiotemporal Measurement of Soluble Biomarkers in Organoid Culture
  2 Sep 2022 0 repositories listed
• Universal Fourier Attack for Time Series
  2 Sep 2022 0 repositories listed
• Progressive Fusion for Multimodal Integration
  1 Sep 2022 0 repositories listed
• Recurrent LSTM-based UAV Trajectory Prediction with ADS-B Information
  1 Sep 2022 0 repositories listed
• Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting
  1 Sep 2022 0 repositories listed
• Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution
  1 Sep 2022 0 repositories listed
• Long-term hail risk assessment with deep neural networks
  31 Aug 2022 0 repositories listed
• Learning Multiscale Non-stationary Causal Structures
  31 Aug 2022 0 repositories listed
• Large-step neural network for learning the symplectic evolution from partitioned data
  30 Aug 2022 0 repositories listed
• Modeling Volatility and Dependence of European Carbon and Energy Prices
  30 Aug 2022 0 repositories listed
• Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting
  30 Aug 2022 0 repositories listed