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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 52 of 68: papers 5,101 to 5,200 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.

• Time series classification for varying length series
  10 Oct 2019 0 repositories listed
• Continual Learning Using Bayesian Neural Networks
  9 Oct 2019 0 repositories listed
• A Joint Model for IT Operation Series Prediction and Anomaly Detection
  9 Oct 2019 0 repositories listed
• Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies
  8 Oct 2019 0 repositories listed
• Patterns of Urban Foot Traffic Dynamics
  6 Oct 2019 0 repositories listed
• On the Duality between Network Flows and Network Lasso
  4 Oct 2019 0 repositories listed
• The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion
  4 Oct 2019 0 repositories listed
• Unsupervised Representation for EHR Signals and Codes as Patient Status Vector
  4 Oct 2019 0 repositories listed
• Stationarity of the detrended price return in stock markets
  2 Oct 2019 0 repositories listed
• Controlling Contents in Data-to-Document Generation with Human-Designed Topic Labels
  1 Oct 2019 0 repositories listed
• MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive
  1 Oct 2019 0 repositories listed
• A data imputation method for multivariate time series based on generative adversarial network
  30 Sep 2019 0 repositories listed
• A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network
  30 Sep 2019 0 repositories listed
• ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning
  30 Sep 2019 0 repositories listed
• Normalisation of Weights and Firing Rates in Spiking Neural Networks with Spike-Timing-Dependent Plasticity
  30 Sep 2019 0 repositories listed
• Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison
  26 Sep 2019 0 repositories listed
• The Ant Swarm Neuro-Evolution Procedure for Optimizing Recurrent Networks
  26 Sep 2019 0 repositories listed
• Actor-Critic Approach for Temporal Predictive Clustering
  25 Sep 2019 0 repositories listed
• Adversarially learned anomaly detection for time series data
  25 Sep 2019 0 repositories listed
• Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning
  25 Sep 2019 0 repositories listed
• CGT: Clustered Graph Transformer for Urban Spatio-temporal Prediction
  25 Sep 2019 0 repositories listed
• COMBINED FLEXIBLE ACTIVATION FUNCTIONS FOR DEEP NEURAL NETWORKS
  25 Sep 2019 0 repositories listed
• Continuous Convolutional Neural Network forNonuniform Time Series
  25 Sep 2019 0 repositories listed
• Detecting Change in Seasonal Pattern via Autoencoder and Temporal Regularization
  25 Sep 2019 0 repositories listed
• Explaining Time Series by Counterfactuals
  25 Sep 2019 0 repositories listed
• Granger Causal Structure Reconstruction from Heterogeneous Multivariate Time Series
  25 Sep 2019 0 repositories listed
• InfoCNF: Efficient Conditional Continuous Normalizing Flow Using Adaptive Solvers
  25 Sep 2019 0 repositories listed
• Learning Through Limited Self-Supervision: Improving Time-Series Classification Without Additional Data via Auxiliary Tasks
  25 Sep 2019 0 repositories listed
• MANIFOLD FORESTS: CLOSING THE GAP ON NEURAL NETWORKS
  25 Sep 2019 0 repositories listed
• Recurrent Neural Networks are Universal Filters
  25 Sep 2019 0 repositories listed
• RISE and DISE: Two Frameworks for Learning from Time Series with Missing Data
  25 Sep 2019 0 repositories listed
• Temporal Probabilistic Asymmetric Multi-task Learning
  25 Sep 2019 0 repositories listed
• The Dynamical Gaussian Process Latent Variable Model in the Longitudinal Scenario
  25 Sep 2019 0 repositories listed
• UNIVERSAL MODAL EMBEDDING OF DYNAMICS IN VIDEOS AND ITS APPLICATIONS
  25 Sep 2019 0 repositories listed
• Variational pSOM: Deep Probabilistic Clustering with Self-Organizing Maps
  25 Sep 2019 0 repositories listed
• Interpretable Models for Understanding Immersive Simulations
  24 Sep 2019 0 repositories listed
• Recurrent Neural Network-based Model for Accelerated Trajectory Analysis in AIMD Simulations
  23 Sep 2019 0 repositories listed
• Econometric modelling and forecasting of intraday electricity prices
  23 Sep 2019 0 repositories listed
• Using Machine Learning to Predict Realized Variance
  22 Sep 2019 0 repositories listed
• An Empirical Exploration of Deep Recurrent Connections and Memory Cells Using Neuro-Evolution
  20 Sep 2019 0 repositories listed
• Core Network Management Procedures for Self-Organized and Sustainable 5G Cellular Networks
  19 Sep 2019 0 repositories listed
• AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids
  18 Sep 2019 0 repositories listed
• Bifurcation Spiking Neural Network
  18 Sep 2019 0 repositories listed
• Self-boosted Time-series Forecasting with Multi-task and Multi-view Learning
  17 Sep 2019 0 repositories listed
• sktime: A Unified Interface for Machine Learning with Time Series
  17 Sep 2019 0 repositories listed
• Towards a Rigorous Evaluation of XAI Methods on Time Series
  16 Sep 2019 0 repositories listed
• Comparing the forecasting of cryptocurrencies by Bayesian time-varying volatility models
  14 Sep 2019 0 repositories listed
• Activity recognition using ST-GCN with 3D motion data
  13 Sep 2019 0 repositories listed
• Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing
  13 Sep 2019 0 repositories listed
• Meta-Learning for Few-Shot Time Series Classification
  13 Sep 2019 0 repositories listed
• A tale of two toolkits, report the first: benchmarking time series classification algorithms for correctness and efficiency
  12 Sep 2019 0 repositories listed
• Explicit-Duration Markov Switching Models
  12 Sep 2019 0 repositories listed
• Asset correlation estimation for inhomogeneous exposure pools
  11 Sep 2019 0 repositories listed
• Functional Annotation of Human Cognitive States using Graph Convolution Networks
  11 Sep 2019 0 repositories listed
• Multi-Year Vector Dynamic Time Warping Based Crop Mapping
  11 Sep 2019 0 repositories listed
• Photometric light curves classification with machine learning
  10 Sep 2019 0 repositories listed
• Scalable Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data
  10 Sep 2019 0 repositories listed
• Estimating Granger Causality with Unobserved Confounders via Deep Latent-Variable Recurrent Neural Network
  9 Sep 2019 0 repositories listed
• Super ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms
  9 Sep 2019 0 repositories listed
• Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson's Disease using Deep Recurrent Neural Networks
  8 Sep 2019 0 repositories listed
• Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network
  6 Sep 2019 0 repositories listed
• Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information
  6 Sep 2019 0 repositories listed
• State Drug Policy Effectiveness: Comparative Policy Analysis of Drug Overdose Mortality
  3 Sep 2019 0 repositories listed
• CalBehav: A Machine Learning based Personalized Calendar Behavioral Model using Time-Series Smartphone Data
  2 Sep 2019 0 repositories listed
• Gaussian mixture model decomposition of multivariate signals
  1 Sep 2019 0 repositories listed
• Interdependency between the Stock Market and Financial News
  1 Sep 2019 0 repositories listed
• Multilingual Dynamic Topic Model
  1 Sep 2019 0 repositories listed
• Inspection of methods of empirical mode decomposition
  29 Aug 2019 0 repositories listed
• Machine Learning and the Internet of Things Enable Steam Flood Optimization for Improved Oil Production
  29 Aug 2019 0 repositories listed
• A multi-scale symmetry analysis of uninterrupted trends returns of daily financial indices
  27 Aug 2019 0 repositories listed
• Feedback System Neural Networks for Inferring Causality in Directed Cyclic Graphs
  27 Aug 2019 0 repositories listed
• Early Classification for Agricultural Monitoring from Satellite Time Series
  27 Aug 2019 0 repositories listed
• EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks
  27 Aug 2019 0 repositories listed
• The Wiki Music dataset: A tool for computational analysis of popular music
  27 Aug 2019 0 repositories listed
• Marginally-calibrated deep distributional regression
  26 Aug 2019 0 repositories listed
• A framework for anomaly detection using language modeling, and its applications to finance
  24 Aug 2019 0 repositories listed
• Heterogeneous Relational Kernel Learning
  24 Aug 2019 0 repositories listed
• Enhanced Cyber-Physical Security through Deep Learning Techniques
  23 Aug 2019 0 repositories listed
• Generic Tracking and Probabilistic Prediction Framework and Its Application in Autonomous Driving
  23 Aug 2019 0 repositories listed
• Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms
  23 Aug 2019 0 repositories listed
• Time series model selection with a meta-learning approach; evidence from a pool of forecasting algorithms
  22 Aug 2019 0 repositories listed
• Data-driven model reduction, Wiener projections, and the Koopman-Mori-Zwanzig formalism
  21 Aug 2019 0 repositories listed
• Quantile Convolutional Neural Networks for Value at Risk Forecasting
  21 Aug 2019 0 repositories listed
• A Review of Changepoint Detection Models
  20 Aug 2019 0 repositories listed
• Detecting Gas Vapor Leaks Using Uncalibrated Sensors
  20 Aug 2019 0 repositories listed
• Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling
  20 Aug 2019 0 repositories listed
• Comparing linear structure-based and data-driven latent spatial representations for sequence prediction
  19 Aug 2019 0 repositories listed
• Independence Testing for Temporal Data
  18 Aug 2019 0 repositories listed
• Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks
  17 Aug 2019 0 repositories listed
• Comprehensive Time-Series Regression Models Using GRETL -- U.S. GDP and Government Consumption Expenditures & Gross Investment from 1980 to 2013
  17 Aug 2019 0 repositories listed
• Locally Linear Embedding and fMRI feature selection in psychiatric classification
  17 Aug 2019 0 repositories listed
• HOTVis: Higher-Order Time-Aware Visualisation of Dynamic Graphs
  16 Aug 2019 0 repositories listed
• A Machine Learning Approach for Smartphone-based Sensing of Roads and Driving Style
  15 Aug 2019 0 repositories listed
• Mixed pooling of seasonality for time series forecasting: An application to pallet transport data
  14 Aug 2019 0 repositories listed
• Towards automated symptoms assessment in mental health
  14 Aug 2019 0 repositories listed
• Local Score Dependent Model Explanation for Time Dependent Covariates
  13 Aug 2019 0 repositories listed
• Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation
  10 Aug 2019 0 repositories listed
• DeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis
  10 Aug 2019 0 repositories listed
• E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation
  10 Aug 2019 0 repositories listed
• Show Me Your Account: Detecting MMORPG Game Bot Leveraging Financial Analysis with LSTM
  10 Aug 2019 0 repositories listed