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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 52 of 92: papers 5,101 to 5,200 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.

• New bootstrap tests for categorical time series. A comparative study
  30 Apr 2023 0 repositories listed
• Time series clustering based on prediction accuracy of global forecasting models
  30 Apr 2023 0 repositories listed
• Industry Classification Using a Novel Financial Time-Series Case Representation
  29 Apr 2023 0 repositories listed
• Using neural ordinary differential equations to predict complex ecological dynamics from population density data
  29 Apr 2023 0 repositories listed
• Assessing Text Mining and Technical Analyses on Forecasting Financial Time Series
  27 Apr 2023 0 repositories listed
• Detection of Adversarial Physical Attacks in Time-Series Image Data
  27 Apr 2023 0 repositories listed
• Bayesian Inference-assisted Machine Learning for Near Real-Time Jamming Detection and Classification in 5G New Radio (NR)
  26 Apr 2023 0 repositories listed
• Common Correlated Effects Estimation of Nonlinear Panel Data Models
  25 Apr 2023 0 repositories listed
• Directed Chain Generative Adversarial Networks
  25 Apr 2023 0 repositories listed
• Self-Supervised Temporal Analysis of Spatiotemporal Data
  25 Apr 2023 0 repositories listed
• Analyzing categorical time series with the R package ctsfeatures
  24 Apr 2023 0 repositories listed
• Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator
  24 Apr 2023 0 repositories listed
• Determination of the effective cointegration rank in high-dimensional time-series predictive regressions
  24 Apr 2023 0 repositories listed
• Fuzzy clustering of ordinal time series based on two novel distances with economic applications
  24 Apr 2023 0 repositories listed
• Ordinal time series analysis with the R package otsfeatures
  24 Apr 2023 0 repositories listed
• AirBirds: A Large-scale Challenging Dataset for Bird Strike Prevention in Real-world Airports
  23 Apr 2023 0 repositories listed
• Battery Capacity Knee-Onset Identification and Early Prediction Using Degradation Curvature
  23 Apr 2023 0 repositories listed
• Unsupervised CD in satellite image time series by contrastive learning and feature tracking
  22 Apr 2023 0 repositories listed
• Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020-2022
  21 Apr 2023 0 repositories listed
• Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting
  21 Apr 2023 0 repositories listed
• Exogenous Data in Forecasting: FARM -- A New Measure for Relevance Evaluation
  21 Apr 2023 0 repositories listed
• Algorithmic Information Forecastability
  21 Apr 2023 0 repositories listed
• Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data
  21 Apr 2023 0 repositories listed
• An Attention Free Conditional Autoencoder For Anomaly Detection in Cryptocurrencies
  20 Apr 2023 0 repositories listed
• Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning
  20 Apr 2023 0 repositories listed
• Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain
  20 Apr 2023 0 repositories listed
• ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data
  20 Apr 2023 0 repositories listed
• A Deep Learning Framework for Traffic Data Imputation Considering Spatiotemporal Dependencies
  18 Apr 2023 0 repositories listed
• Autoregressive models for biomedical signal processing
  17 Apr 2023 0 repositories listed
• Obstacle-Transformer: A Trajectory Prediction Network Based on Surrounding Trajectories
  16 Apr 2023 0 repositories listed
• Harnessing Contrastive Learning and Neural Transformation for Time Series Anomaly Detection
  16 Apr 2023 0 repositories listed
• Context-aware Domain Adaptation for Time Series Anomaly Detection
  15 Apr 2023 0 repositories listed
• Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit
  14 Apr 2023 0 repositories listed
• Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series
  14 Apr 2023 0 repositories listed
• Smart Metro: Deep Learning Approaches to Forecasting the MRT Line 3 Ridership
  14 Apr 2023 0 repositories listed
• Why Topological Data Analysis Detects Financial Bubbles?
  14 Apr 2023 0 repositories listed
• Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management
  13 Apr 2023 0 repositories listed
• Video alignment using unsupervised learning of local and global features
  13 Apr 2023 0 repositories listed
• NP-Free: A Real-Time Normalization-free and Parameter-tuning-free Representation Approach for Open-ended Time Series
  12 Apr 2023 0 repositories listed
• Electricity Demand Forecasting with Hybrid Statistical and Machine Learning Algorithms: Case Study of Ukraine
  11 Apr 2023 0 repositories listed
• Financial Time Series Forecasting using CNN and Transformer
  11 Apr 2023 0 repositories listed
• Generative modeling for time series via Schr{ö}dinger bridge
  11 Apr 2023 0 repositories listed
• Multi-scale Fusion Fault Diagnosis Method Based on Two-Dimensionaliztion Sequence in Complex Scenarios
  11 Apr 2023 0 repositories listed
• Time-frequency co-movements between commodities and economic policy uncertainty across different crises
  11 Apr 2023 0 repositories listed
• Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction
  10 Apr 2023 0 repositories listed
• Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning
  10 Apr 2023 0 repositories listed
• Embarrassingly Simple MixUp for Time-series
  9 Apr 2023 0 repositories listed
• Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning
  9 Apr 2023 0 repositories listed
• OFTER: An Online Pipeline for Time Series Forecasting
  8 Apr 2023 0 repositories listed
• Adaptive Student's t-distribution with method of moments moving estimator for nonstationary time series
  6 Apr 2023 0 repositories listed
• Bitcoin: A life in crises
  6 Apr 2023 0 repositories listed
• EZClone: Improving DNN Model Extraction Attack via Shape Distillation from GPU Execution Profiles
  6 Apr 2023 0 repositories listed
• Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting
  6 Apr 2023 0 repositories listed
• SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets
  6 Apr 2023 0 repositories listed
• Multi-Channel Time-Series Person and Soft-Biometric Identification
  4 Apr 2023 0 repositories listed
• Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification
  4 Apr 2023 0 repositories listed
• Artificial neural networks and time series of counts: A class of nonlinear INGARCH models
  3 Apr 2023 0 repositories listed
• Market-Based "Actual" Returns of Investors
  2 Apr 2023 0 repositories listed
• The Tech Decoupling
  2 Apr 2023 0 repositories listed
• A robust deep learning-based damage identification approach for SHM considering missing data
  31 Mar 2023 0 repositories listed
• Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI
  31 Mar 2023 0 repositories listed
• Never a Dull Moment: Distributional Properties as a Baseline for Time-Series Classification
  31 Mar 2023 0 repositories listed
• Time-series Anomaly Detection based on Difference Subspace between Signal Subspaces
  31 Mar 2023 0 repositories listed
• An evaluation of time series forecasting models on water consumption data: A case study of Greece
  30 Mar 2023 0 repositories listed
• Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning
  30 Mar 2023 0 repositories listed
• Protecting Federated Learning from Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection
  29 Mar 2023 0 repositories listed
• Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution
  29 Mar 2023 0 repositories listed
• A multifractional option pricing formula
  28 Mar 2023 0 repositories listed
• From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification
  28 Mar 2023 0 repositories listed
• CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities
  27 Mar 2023 0 repositories listed
• Towards black-box parameter estimation
  27 Mar 2023 0 repositories listed
• Driver Profiling and Bayesian Workload Estimation Using Naturalistic Peripheral Detection Study Data
  26 Mar 2023 0 repositories listed
• Feature Engineering Methods on Multivariate Time-Series Data for Financial Data Science Competitions
  26 Mar 2023 0 repositories listed
• Complexity-calibrated Benchmarks for Machine Learning Reveal When Next-Generation Reservoir Computer Predictions Succeed and Mislead
  25 Mar 2023 0 repositories listed
• Differentially Private Synthetic Control
  24 Mar 2023 0 repositories listed
• It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting
  23 Mar 2023 0 repositories listed
• Learning unidirectional coupling using echo-state network
  23 Mar 2023 0 repositories listed
• Anomaly Detection in Aeronautics Data with Quantum-compatible Discrete Deep Generative Model
  22 Mar 2023 0 repositories listed
• TsSHAP: Robust model agnostic feature-based explainability for time series forecasting
  22 Mar 2023 0 repositories listed
• Wasserstein Adversarial Examples on Univariant Time Series Data
  22 Mar 2023 0 repositories listed
• Higher-order Organization in the Human Brain from Matrix-Based Rényi's Entropy
  21 Mar 2023 0 repositories listed
• Non-Asymptotic Pointwise and Worst-Case Bounds for Classical Spectrum Estimators
  21 Mar 2023 0 repositories listed
• Style Miner: Find Significant and Stable Explanatory Factors in Time Series with Constrained Reinforcement Learning
  21 Mar 2023 0 repositories listed
• Late Meta-learning Fusion Using Representation Learning for Time Series Forecasting
  20 Mar 2023 0 repositories listed
• A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study
  19 Mar 2023 0 repositories listed
• Optimal Cross-Correlation Estimates from Asynchronous Tick-by-Tick Trading Data
  18 Mar 2023 0 repositories listed
• Predictive Optimized Model on Money Markets Instruments With Capital Market and Bank Rates Ratio
  18 Mar 2023 0 repositories listed
• A Bi-LSTM Autoencoder Framework for Anomaly Detection -- A Case Study of a Wind Power Dataset
  17 Mar 2023 0 repositories listed
• BotShape: A Novel Social Bots Detection Approach via Behavioral Patterns
  17 Mar 2023 0 repositories listed
• Causal Discovery from Temporal Data: An Overview and New Perspectives
  17 Mar 2023 0 repositories listed
• TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction
  17 Mar 2023 0 repositories listed
• Arbitrary Order Meta-Learning with Simple Population-Based Evolution
  16 Mar 2023 0 repositories listed
• Generating synthetic multi-dimensional molecular-mediator time series data for artificial intelligence-based disease trajectory forecasting and drug development digital twins: Considerations
  16 Mar 2023 0 repositories listed
• Entropy of financial time series due to the shock of war
  15 Mar 2023 0 repositories listed
• Forecasting COVID-19 Infections in Gulf Cooperation Council (GCC) Countries using Machine Learning
  14 Mar 2023 0 repositories listed
• FPTN: Fast Pure Transformer Network for Traffic Flow Forecasting
  14 Mar 2023 0 repositories listed
• Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data
  14 Mar 2023 0 repositories listed
• Sinkhorn-Flow: Predicting Probability Mass Flow in Dynamical Systems Using Optimal Transport
  14 Mar 2023 0 repositories listed
• Deep incremental learning models for financial temporal tabular datasets with distribution shifts
  14 Mar 2023 0 repositories listed
• Comparing statistical and machine learning methods for time series forecasting in data-driven logistics -- A simulation study
  13 Mar 2023 0 repositories listed