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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 36 of 68: papers 3,501 to 3,600 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.

• 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
• 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
• TransTCN: An Attention-based TCN Framework for Sequential Modeling
  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
• Data-driven Residual Generation for Early Fault Detection with Limited Data
  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
• Contributions to Large Scale Bayesian Inference and Adversarial Machine Learning
  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
• Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks
  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
• A Deep-Learning Based Optimization Approach to Address Stop-Skipping Strategy in Urban Rail Transit Lines
  17 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
• Improvement of Flood Extent Representation with Remote Sensing Data and Data Assimilation
  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
• Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series
  15 Sep 2021 0 repositories listed
• Universal Adversarial Attack on Deep Learning Based Prognostics
  15 Sep 2021 0 repositories listed
• Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning
  14 Sep 2021 0 repositories listed
• Multiple shooting with neural differential equations
  14 Sep 2021 0 repositories listed
• Vaccination strategies and transmission of COVID-19: evidence across advanced countries
  14 Sep 2021 0 repositories listed
• Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning
  13 Sep 2021 0 repositories listed
• Prediction of gene expression time series and structural analysis of gene regulatory networks using recurrent neural networks
  13 Sep 2021 0 repositories listed
• Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams
  13 Sep 2021 0 repositories listed
• Detecting Handwritten Mathematical Terms with Sensor Based Data
  12 Sep 2021 0 repositories listed
• A Study of Joint Graph Inference and Forecasting
  10 Sep 2021 0 repositories listed
• Detecting Attacks on IoT Devices using Featureless 1D-CNN
  9 Sep 2021 0 repositories listed
• Modeling Systems with Machine Learning based Differential Equations
  9 Sep 2021 0 repositories listed
• Object recognition for robotics from tactile time series data utilising different neural network architectures
  9 Sep 2021 0 repositories listed
• Stationary Density Estimation of Itô Diffusions Using Deep Learning
  9 Sep 2021 0 repositories listed
• Surrogate Parameters Optimization for Data and Model Fusion of COVID-19 Time-series Data
  9 Sep 2021 0 repositories listed
• DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation
  8 Sep 2021 0 repositories listed
• Quantile-based fuzzy clustering of multivariate time series in the frequency domain
  8 Sep 2021 0 repositories listed
• Fractional Growth Portfolio Investment
  7 Sep 2021 0 repositories listed
• Mutation frequency time series reveal complex mixtures of clones in the world-wide SARS-CoV-2 viral population
  7 Sep 2021 0 repositories listed
• Supervised DKRC with Images for Offline System Identification
  6 Sep 2021 0 repositories listed
• Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and Clustering
  5 Sep 2021 0 repositories listed
• Accurate shape and phase averaging of time series through Dynamic Time Warping
  2 Sep 2021 0 repositories listed
• A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection
  1 Sep 2021 0 repositories listed
• Clustering of Pain Dynamics in Sickle Cell Disease from Sparse, Uneven Samples
  31 Aug 2021 0 repositories listed
• Time Series Prediction using Deep Learning Methods in Healthcare
  30 Aug 2021 0 repositories listed
• Variational voxelwise rs-fMRI representation learning: Evaluation of sex, age, and neuropsychiatric signatures
  29 Aug 2021 0 repositories listed
• Anomaly Detection on IT Operation Series via Online Matrix Profile
  27 Aug 2021 0 repositories listed
• Parallel Machine Learning for Forecasting the Dynamics of Complex Networks
  27 Aug 2021 0 repositories listed
• Efficient Out-of-Distribution Detection Using Latent Space of β-VAE for Cyber-Physical Systems
  26 Aug 2021 0 repositories listed
• Magnetic Field Sensing for Pedestrian and Robot Indoor Positioning
  26 Aug 2021 0 repositories listed
• SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations
  26 Aug 2021 0 repositories listed
• Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach
  25 Aug 2021 0 repositories listed