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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 64 of 92: papers 6,301 to 6,400 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.

• Attention Augmented Convolutional Transformer for Tabular Time-series
  5 Oct 2021 0 repositories listed
• Bayesian autoregressive spectral estimation
  5 Oct 2021 0 repositories listed
• Interpreting intermediate convolutional layers in unsupervised acoustic word classification
  5 Oct 2021 0 repositories listed
• Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network
  5 Oct 2021 0 repositories listed
• Overcoming limited battery data challenges: A coupled neural network approach
  5 Oct 2021 0 repositories listed
• RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
  5 Oct 2021 0 repositories listed
• Cross-Modal Virtual Sensing for Combustion Instability Monitoring
  4 Oct 2021 0 repositories listed
• HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization
  4 Oct 2021 0 repositories listed
• Empirical Quantitative Analysis of COVID-19 Forecasting Models
  1 Oct 2021 0 repositories listed
• State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting
  1 Oct 2021 0 repositories listed
• LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values
  30 Sep 2021 0 repositories listed
• Multi Scale Graph Wavenet for Wind Speed Forecasting
  30 Sep 2021 0 repositories listed
• PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series
  30 Sep 2021 0 repositories listed
• Two ways towards combining Sequential Neural Network and Statistical Methods to Improve the Prediction of Time Series
  30 Sep 2021 0 repositories listed
• Uncertainty, volatility and the persistence norms of financial time series
  30 Sep 2021 0 repositories listed
• A Study of Aggregation of Long Time-series Input for LSTM Neural Networks
  29 Sep 2021 0 repositories listed
• A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data
  29 Sep 2021 0 repositories listed
• ACCTS: an Adaptive Model Training Policy for Continuous Classification of Time Series
  29 Sep 2021 0 repositories listed
• Adaptive Bayesian Sum of Trees Model for Covariate Dependent Spectral Analysis
  29 Sep 2021 0 repositories listed
• An Optimally Weighted Echo State Neural Network for Highly Chaotic Time Series Modelling
  29 Sep 2021 0 repositories listed
• Automatic Forecasting via Meta-Learning
  29 Sep 2021 0 repositories listed
• BLUnet: Arithmetic-free Inference with Bit-serialised Table Lookup Operation for Efficient Deep Neural Networks
  29 Sep 2021 0 repositories listed
• Causal Triple Attention Time Series Forecasting
  29 Sep 2021 0 repositories listed
• CDPS: Constrained DTW-Preserving Shapelets
  29 Sep 2021 0 repositories listed
• Cluster-based Feature Importance Learning for Electronic Health Record Time-series
  29 Sep 2021 0 repositories listed
• Coherence-based Label Propagation over Time Series for Accelerated Active Learning
  29 Sep 2021 0 repositories listed
• Context-invariant, multi-variate time series representations
  29 Sep 2021 0 repositories listed
• DIVERSIFY to Generalize: Learning Generalized Representations for Time Series Classification
  29 Sep 2021 0 repositories listed
• Evaluating the Robustness of Time Series Anomaly and Intrusion Detection Methods against Adversarial Attacks
  29 Sep 2021 0 repositories listed
• Huber Additive Models for Non-stationary Time Series Analysis
  29 Sep 2021 0 repositories listed
• IIT-GAN: Irregular and Intermittent Time-series Synthesis with Generative Adversarial Networks
  29 Sep 2021 0 repositories listed
• Information-Aware Time Series Meta-Contrastive Learning
  29 Sep 2021 0 repositories listed
• Iterative Bilinear Temporal-Spectral Fusion for Unsupervised Representation Learning in Time Series
  29 Sep 2021 0 repositories listed
• Kernel distance measures for time series, random fields and other structured data
  29 Sep 2021 0 repositories listed
• LatTe Flows: Latent Temporal Flows for Multivariate Sequence Analysis
  29 Sep 2021 0 repositories listed
• Less is more: Selecting the right benchmarking set of data for time series classification
  29 Sep 2021 0 repositories listed
• Long-term Prediction of Nonlinear Time Series Using Autoencoder and Echo State Networks
  29 Sep 2021 0 repositories listed
• Loss meta-learning for forecasting
  29 Sep 2021 0 repositories listed
• MECATS: Mixture-of-Experts for Probabilistic Forecasts of Aggregated Time Series
  29 Sep 2021 0 repositories listed
• Mixed-Memory RNNs for Learning Long-term Dependencies in Irregularly Sampled Time Series
  29 Sep 2021 0 repositories listed
• Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series
  29 Sep 2021 0 repositories listed
• Modelling neuronal behaviour with time series regression: Recurrent Neural Networks on synthetic C. elegans data
  29 Sep 2021 0 repositories listed
• Multi-Task Processes
  29 Sep 2021 0 repositories listed
• Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
  29 Sep 2021 0 repositories listed
• Objective Evaluation of Deep Visual Interpretations on Time Series Data
  29 Sep 2021 0 repositories listed
• Predicting subscriber usage: Analyzing multi-dimensional time-series using Convolutional Neural Networks
  29 Sep 2021 0 repositories listed
• Provably Calibrated Regression Under Distribution Drift
  29 Sep 2021 0 repositories listed
• Sample Complexity of the Robust LQG Regulator with Coprime Factors Uncertainty
  29 Sep 2021 0 repositories listed
• SCformer: Segment Correlation Transformer for Long Sequence Time Series Forecasting
  29 Sep 2021 0 repositories listed
• SegTime: Precise Time Series Segmentation without Sliding Window
  29 Sep 2021 0 repositories listed
• Selective Cross-Domain Consistency Regularization for Time Series Domain Generalization
  29 Sep 2021 0 repositories listed
• Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains
  29 Sep 2021 0 repositories listed
• Spatiotemporal Representation Learning on Time Series with Dynamic Graph ODEs
  29 Sep 2021 0 repositories listed
• STRIC: Stacked Residuals of Interpretable Components for Time Series Anomaly Detection
  29 Sep 2021 0 repositories listed
• T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis
  29 Sep 2021 0 repositories listed
• Taking ROCKET on an efficiency mission: A distributed solution for fast and accurate multivariate time series classification
  29 Sep 2021 0 repositories listed
• TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
  29 Sep 2021 0 repositories listed
• Time Delay Estimation of Traffic Congestion Based on Statistical Causality
  29 Sep 2021 0 repositories listed
• Tractable Dendritic RNNs for Identifying Unknown Nonlinear Dynamical Systems
  29 Sep 2021 0 repositories listed
• TRAKR – A reservoir-based tool for fast and accurate classification of neural time-series patterns
  29 Sep 2021 0 repositories listed
• TS-BERT: A fusion model for Pre-trainning Time Series-Text Representations
  29 Sep 2021 0 repositories listed
• Variational Inference for Continuous-Time Switching Dynamical Systems
  29 Sep 2021 0 repositories listed
• When Complexity Is Good: Do We Need Recurrent Deep Learning For Time Series Outlier Detection?
  29 Sep 2021 0 repositories listed
• Anomaly Detection for High-Dimensional Data Using Large Deviations Principle
  28 Sep 2021 0 repositories listed
• Improving Time Series Classification Algorithms Using Octave-Convolutional Layers
  28 Sep 2021 0 repositories listed
• Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping
  28 Sep 2021 0 repositories listed
• Macroeconomic forecasting with LSTM and mixed frequency time series data
  28 Sep 2021 0 repositories listed
• The VVAD-LRS3 Dataset for Visual Voice Activity Detection
  28 Sep 2021 0 repositories listed
• Empirics on the expressiveness of Randomized Signature
  27 Sep 2021 0 repositories listed
• Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series
  27 Sep 2021 0 repositories listed
• Time Series Model Attribution Visualizations as Explanations
  27 Sep 2021 0 repositories listed
• Bitcoin Volatility and Intrinsic Time Using Double Subordinated Levy Processes
  25 Sep 2021 0 repositories listed
• System Identification in Multi-Actuator Hard Disk Drives with Colored Noises using Observer/Kalman Filter Identification (OKID) Framework
  25 Sep 2021 0 repositories listed
• Distributed Estimation of Sparse Inverse Covariances
  24 Sep 2021 0 repositories listed
• Improving the spectral resolution of fMRI signals through the temporal de-correlation approach
  24 Sep 2021 0 repositories listed
• Indoor Localization Using Smartphone Magnetic with Multi-Scale TCN and LSTM
  24 Sep 2021 0 repositories listed
• Influence of Mobility Restrictions on Transmission of COVID-19 in the state of Maryland -- the USA
  24 Sep 2021 0 repositories listed
• Modeling of Low Rank Time Series
  24 Sep 2021 0 repositories listed
• Deep Learning with Kernel Flow Regularization for Time Series Forecasting
  23 Sep 2021 0 repositories listed
• IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications
  23 Sep 2021 0 repositories listed
• Analysis of chaotic dynamical systems with autoencoders
  22 Sep 2021 0 repositories listed
• Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals
  22 Sep 2021 0 repositories listed
• Learning Predictive and Interpretable Timeseries Summaries from ICU Data
  22 Sep 2021 0 repositories listed
• Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques
  22 Sep 2021 0 repositories listed
• DeepTimeAnomalyViz: A Tool for Visualizing and Post-processing Deep Learning Anomaly Detection Results for Industrial Time-Series
  21 Sep 2021 0 repositories listed
• A new look at the anthropogenic global warming consensus: an econometric forecast based on the ARIMA model of paleoclimate series
  21 Sep 2021 0 repositories listed
• Early and Revocable Time Series Classification
  21 Sep 2021 0 repositories listed
• Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks
  21 Sep 2021 0 repositories listed
• Personalized Online Machine Learning
  21 Sep 2021 0 repositories listed
• Signal Classification using Smooth Coefficients of Multiple wavelets
  21 Sep 2021 0 repositories listed
• Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition
  20 Sep 2021 0 repositories listed
• Modeling Regime Shifts in Multiple Time Series
  20 Sep 2021 0 repositories listed
• Neural forecasting at scale
  20 Sep 2021 0 repositories listed
• SFFDD: Deep Neural Network with Enriched Features for Failure Prediction with Its Application to Computer Disk Driver
  20 Sep 2021 0 repositories listed
• Topology, Convergence, and Reconstruction of Predictive States
  19 Sep 2021 0 repositories listed
• A Robust and Efficient Multi-Scale Seasonal-Trend Decomposition
  18 Sep 2021 0 repositories listed
• Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey
  18 Sep 2021 0 repositories listed
• From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba
  17 Sep 2021 0 repositories listed
• Machine learning methods for modelling and analysis of time series signals in geoinformatics
  16 Sep 2021 0 repositories listed
• Trading styles and long-run variance of asset prices
  16 Sep 2021 0 repositories listed