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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 25 of 68: papers 2,401 to 2,500 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.

• Label-Efficient Interactive Time-Series Anomaly Detection
  30 Dec 2022 0 repositories listed
• Time series Forecasting to detect anomalous behaviours in Multiphase Flow Meters
  30 Dec 2022 0 repositories listed
• Deep Temporal Contrastive Clustering
  29 Dec 2022 0 repositories listed
• Investigating Sindy As a Tool For Causal Discovery In Time Series Signals
  29 Dec 2022 0 repositories listed
• Robustifying Markowitz
  28 Dec 2022 0 repositories listed
• Anomaly detection in laser-guided vehicles' batteries: a case study
  27 Dec 2022 0 repositories listed
• Semi-supervised multiscale dual-encoding method for faulty traffic data detection
  27 Dec 2022 0 repositories listed
• Modeling Nonlinear Dynamics in Continuous Time with Inductive Biases on Decay Rates and/or Frequencies
  26 Dec 2022 0 repositories listed
• Modeling Time-Series and Spatial Data for Recommendations and Other Applications
  25 Dec 2022 0 repositories listed
• Streaming Traffic Flow Prediction Based on Continuous Reinforcement Learning
  24 Dec 2022 0 repositories listed
• Security and Interpretability in Automotive Systems
  23 Dec 2022 0 repositories listed
• Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition
  23 Dec 2022 0 repositories listed
• Machine Learning with Probabilistic Law Discovery: A Concise Introduction
  22 Dec 2022 0 repositories listed
• A Query-Response Causal Analysis of Reaction Events in Biochemical Reaction Networks
  21 Dec 2022 0 repositories listed
• Temporal Disaggregation of the Cumulative Grass Growth
  21 Dec 2022 0 repositories listed
• A Pattern Discovery Approach to Multivariate Time Series Forecasting
  20 Dec 2022 0 repositories listed
• Dynamic Molecular Graph-based Implementation for Biophysical Properties Prediction
  20 Dec 2022 0 repositories listed
• Page time and the order parameter for a consciousness state
  18 Dec 2022 0 repositories listed
• Reservoir Computing Using Complex Systems
  17 Dec 2022 0 repositories listed
• Short-term Prediction of Household Electricity Consumption Using Customized LSTM and GRU Models
  16 Dec 2022 0 repositories listed
• Twitter's Agenda-Setting Role: A Study of Twitter Strategy for Political Diversion
  16 Dec 2022 0 repositories listed
• Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model
  15 Dec 2022 0 repositories listed
• Multi-Level Association Rule Mining for Wireless Network Time Series Data
  15 Dec 2022 0 repositories listed
• Design-time Fashion Popularity Forecasting in VR Environments
  14 Dec 2022 0 repositories listed
• On LASSO for High Dimensional Predictive Regression
  14 Dec 2022 0 repositories listed
• AWT -- Clustering Meteorological Time Series Using an Aggregated Wavelet Tree
  13 Dec 2022 0 repositories listed
• Improving Accuracy Without Losing Interpretability: A ML Approach for Time Series Forecasting
  13 Dec 2022 0 repositories listed
• Land use/land cover dynamics on vulnerable regions in Uruguay approached by a method combining Maximum Entropy and Population Dynamics
  13 Dec 2022 0 repositories listed
• Nonparametric Independent Component Analysis for the Sources with Mixed Spectra
  13 Dec 2022 0 repositories listed
• POPNASv3: a Pareto-Optimal Neural Architecture Search Solution for Image and Time Series Classification
  13 Dec 2022 0 repositories listed
• Smart Journey in Istanbul: A Mobile Application in Smart Cities for Traffic Estimation by Harnessing Time Series
  13 Dec 2022 0 repositories listed
• Temporal Weights
  13 Dec 2022 0 repositories listed
• Agnostic Learning for Packing Machine Stoppage Prediction in Smart Factories
  12 Dec 2022 0 repositories listed
• Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management
  12 Dec 2022 0 repositories listed
• Neural Continuous-Time Markov Models
  11 Dec 2022 0 repositories listed
• Online Real-time Learning of Dynamical Systems from Noisy Streaming Data: A Koopman Operator Approach
  10 Dec 2022 0 repositories listed
• Time Series Analysis in American Stock Market Recovering in Post COVID-19 Pandemic Period
  10 Dec 2022 0 repositories listed
• Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series
  9 Dec 2022 0 repositories listed
• Towards Better Long-range Time Series Forecasting using Generative Forecasting
  9 Dec 2022 0 repositories listed
• A Frequency-Structure Approach for Link Stream Analysis
  7 Dec 2022 0 repositories listed
• Bi-LSTM Price Prediction based on Attention Mechanism
  7 Dec 2022 0 repositories listed
• Learning State Transition Rules from Hidden Layers of Restricted Boltzmann Machines
  7 Dec 2022 0 repositories listed
• Time series numerical association rule mining variants in smart agriculture
  7 Dec 2022 0 repositories listed
• Unsupervised Flood Detection on SAR Time Series
  7 Dec 2022 0 repositories listed
• A K-variate Time Series Is Worth K Words: Evolution of the Vanilla Transformer Architecture for Long-term Multivariate Time Series Forecasting
  6 Dec 2022 0 repositories listed
• A Novel Deep Reinforcement Learning Based Automated Stock Trading System Using Cascaded LSTM Networks
  6 Dec 2022 0 repositories listed
• A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection
  6 Dec 2022 0 repositories listed
• Denoising diffusion probabilistic models for probabilistic energy forecasting
  6 Dec 2022 0 repositories listed
• Drift Identification for Lévy alpha-Stable Stochastic Systems
  6 Dec 2022 0 repositories listed
• Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods
  6 Dec 2022 0 repositories listed
• Complexity-based Financial Stress Evaluation
  5 Dec 2022 0 repositories listed
• cs-net: structural approach to time-series forecasting for high-dimensional feature space data with limited observations
  5 Dec 2022 0 repositories listed
• Evaluation of Energy Resilience and Cost Benefit in Microgrid with Peer-to-Peer Energy Trading
  5 Dec 2022 0 repositories listed
• Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection
  5 Dec 2022 0 repositories listed
• The DOPE Distance is SIC: A Stable, Informative, and Computable Metric on Time Series And Ordered Merge Trees
  3 Dec 2022 0 repositories listed
• Clustering individuals based on multivariate EMA time-series data
  2 Dec 2022 0 repositories listed
• Gated Recurrent Neural Networks with Weighted Time-Delay Feedback
  1 Dec 2022 0 repositories listed
• Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models
  1 Dec 2022 0 repositories listed
• A minor extension of the logistic equation for growth of word counts on online media: Parametric description of diversity of growth phenomena in society
  30 Nov 2022 0 repositories listed
• Context-Aware Ensemble Learning for Time Series
  30 Nov 2022 0 repositories listed
• Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data
  30 Nov 2022 0 repositories listed
• Deep Learning-Based Vehicle Speed Prediction for Ecological Adaptive Cruise Control in Urban and Highway Scenarios
  30 Nov 2022 0 repositories listed
• Investigation of Proper Orthogonal Decomposition for Echo State Networks
  30 Nov 2022 0 repositories listed
• Predicting China's CPI by Scanner Big Data
  30 Nov 2022 0 repositories listed
• G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring
  29 Nov 2022 0 repositories listed
• Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting
  29 Nov 2022 0 repositories listed
• Load Profile Inpainting for Missing Load Data Restoration and Baseline Estimation
  29 Nov 2022 0 repositories listed
• Sample Complexity for Evaluating the Robust Linear Observers Performance under Coprime Factors Uncertainty
  29 Nov 2022 0 repositories listed
• Triadic Temporal Exponential Random Graph Models (TTERGM)
  29 Nov 2022 0 repositories listed
• Beyond S-curves: Recurrent Neural Networks for Technology Forecasting
  28 Nov 2022 0 repositories listed
• Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
  28 Nov 2022 0 repositories listed
• PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial Networks for Radar-Based Precipitation Nowcasting
  28 Nov 2022 0 repositories listed
• An Anomaly Detection Method for Satellites Using Monte Carlo Dropout
  27 Nov 2022 0 repositories listed
• Evaluation of Entropy and Fractal Dimension as Biomarkers for Tumor Growth and Treatment Response using Cellular Automata
  27 Nov 2022 0 repositories listed
• Distribution estimation and change-point estimation for time series via DNN-based GANs
  26 Nov 2022 0 repositories listed
• Confidence Interval Construction for Multivariate time series using Long Short Term Memory Network
  25 Nov 2022 0 repositories listed
• EDGAR: Embedded Detection of Gunshots by AI in Real-time
  25 Nov 2022 0 repositories listed
• Machine Learning Algorithms for Time Series Analysis and Forecasting
  25 Nov 2022 0 repositories listed
• Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments
  24 Nov 2022 0 repositories listed
• Leverage, Endogenous Unbalanced Growth, and Asset Price Bubbles
  23 Nov 2022 0 repositories listed
• MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series
  22 Nov 2022 0 repositories listed
• Time Series Forecasting with Hypernetworks Generating Parameters in Advance
  22 Nov 2022 0 repositories listed
• Deep learning delay coordinate dynamics for chaotic attractors from partial observable data
  20 Nov 2022 0 repositories listed
• Estimating Task Completion Times for Network Rollouts using Statistical Models within Partitioning-based Regression Methods
  20 Nov 2022 0 repositories listed
• Machine Learning Methods for Anomaly Detection in Nuclear Power Plant Power Transformers
  20 Nov 2022 0 repositories listed
• Autoregressive GNN-ODE GRU Model for Network Dynamics
  19 Nov 2022 0 repositories listed
• Class-Specific Attention (CSA) for Time-Series Classification
  19 Nov 2022 0 repositories listed
• Fractional integration and cointegration
  18 Nov 2022 0 repositories listed
• Cointegration with Occasionally Binding Constraints
  17 Nov 2022 0 repositories listed
• DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift
  17 Nov 2022 0 repositories listed
• Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic
  17 Nov 2022 0 repositories listed
• Parameterization of state duration in Hidden semi-Markov Models: an application in electrocardiography
  17 Nov 2022 0 repositories listed
• Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM
  16 Nov 2022 0 repositories listed
• Graph Filters for Signal Processing and Machine Learning on Graphs
  16 Nov 2022 0 repositories listed
• Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network
  16 Nov 2022 0 repositories listed
• Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian Process (iTDGP)
  16 Nov 2022 0 repositories listed
• Motor imagery classification using EEG spectrograms
  15 Nov 2022 0 repositories listed
• Parameter-Covariance Maximum Likelihood Estimation
  15 Nov 2022 0 repositories listed
• Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression
  11 Nov 2022 0 repositories listed
• Data Quality Over Quantity: Pitfalls and Guidelines for Process Analytics
  11 Nov 2022 0 repositories listed