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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 35 of 68: papers 3,401 to 3,500 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.

• Word embeddings for topic modeling: an application to the estimation of the economic policy uncertainty index
  29 Oct 2021 0 repositories listed
• Click-Based Student Performance Prediction: A Clustering Guided Meta-Learning Approach
  28 Oct 2021 0 repositories listed
• Coresets for Time Series Clustering
  28 Oct 2021 0 repositories listed
• Forecasting with a Panel Tobit Model
  27 Oct 2021 0 repositories listed
• GACAN: Graph Attention-Convolution-Attention Networks for Traffic Forecasting Based on Multi-granularity Time Series
  27 Oct 2021 0 repositories listed
• MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data
  27 Oct 2021 0 repositories listed
• Validation Methods for Energy Time Series Scenarios from Deep Generative Models
  27 Oct 2021 0 repositories listed
• Cluster-and-Conquer: A Framework For Time-Series Forecasting
  26 Oct 2021 0 repositories listed
• Data-Driven Time Series Reconstruction for Modern Power Systems Research
  26 Oct 2021 0 repositories listed
• PARIS: Personalized Activity Recommendation for Improving Sleep Quality
  26 Oct 2021 0 repositories listed
• Applying Regression Conformal Prediction with Nearest Neighbors to time series data
  25 Oct 2021 0 repositories listed
• Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications
  25 Oct 2021 0 repositories listed
• On Learning Prediction-Focused Mixtures
  25 Oct 2021 0 repositories listed
• Probabilistic Hierarchical Forecasting with Deep Poisson Mixtures
  25 Oct 2021 0 repositories listed
• A Pipeline for Graph-Based Monitoring of the Changes in the Information Space of Russian Social Media during the Lockdown
  24 Oct 2021 0 repositories listed
• Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field
  24 Oct 2021 0 repositories listed
• Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models -- Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops
  22 Oct 2021 0 repositories listed
• High-resolution rainfall-runoff modeling using graph neural network
  21 Oct 2021 0 repositories listed
• Adversarial attacks against Bayesian forecasting dynamic models
  20 Oct 2021 0 repositories listed
• Stock exchange shares ranking and binary-ternary compressive coding
  20 Oct 2021 0 repositories listed
• The R package sentometrics to compute, aggregate and predict with textual sentiment
  20 Oct 2021 0 repositories listed
• Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins!
  19 Oct 2021 0 repositories listed
• Power Line Communication and Sensing Using Time Series Forecasting
  19 Oct 2021 0 repositories listed
• Random Feature Approximation for Online Nonlinear Graph Topology Identification
  19 Oct 2021 0 repositories listed
• Graph-based Local Climate Classification in Iran
  18 Oct 2021 0 repositories listed
• Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks
  17 Oct 2021 0 repositories listed
• A novel stochastic model based on echo state networks for hydrological time series forecasting
  16 Oct 2021 0 repositories listed
• The elastic origins of tail asymmetry
  16 Oct 2021 0 repositories listed
• Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction
  15 Oct 2021 0 repositories listed
• Semimartingale and continuous-time Markov chain approximation for rough stochastic local volatility models
  15 Oct 2021 0 repositories listed
• SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging
  15 Oct 2021 0 repositories listed
• Probabilistic Time Series Forecasts with Autoregressive Transformation Models
  15 Oct 2021 0 repositories listed
• A Semi-Supervised Approach for Abnormal Event Prediction on Large Operational Network Time-Series Data
  14 Oct 2021 0 repositories listed
• A Two-layer Approach for Estimating Behind-the-Meter PV Generation Using Smart Meter Data
  14 Oct 2021 0 repositories listed
• Integrating Fréchet distance and AI reveals the evolutionary trajectory and origin of SARS-CoV-2
  14 Oct 2021 0 repositories listed
• IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance
  14 Oct 2021 0 repositories listed
• On Adversarial Vulnerability of PHM algorithms: An Initial Study
  14 Oct 2021 0 repositories listed
• Time Series Clustering for Human Behavior Pattern Mining
  14 Oct 2021 0 repositories listed
• Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals
  13 Oct 2021 0 repositories listed
• Detecting Slag Formations with Deep Convolutional Neural Networks
  13 Oct 2021 0 repositories listed
• Causal Discovery from Conditionally Stationary Time Series
  12 Oct 2021 0 repositories listed
• Development of Deep Transformer-Based Models for Long-Term Prediction of Transient Production of Oil Wells
  12 Oct 2021 0 repositories listed
• Real-time Drift Detection on Time-series Data
  12 Oct 2021 0 repositories listed
• Role of assortativity in predicting burst synchronization using echo state network
  11 Oct 2021 0 repositories listed
• Time Series Analysis via Network Science: Concepts and Algorithms
  11 Oct 2021 0 repositories listed
• Nonparametric Tests of Conditional Independence for Time Series
  10 Oct 2021 0 repositories listed
• Time Series Classification Using Convolutional Neural Network On Imbalanced Datasets
  10 Oct 2021 0 repositories listed
• EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid
  9 Oct 2021 0 repositories listed
• Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings
  9 Oct 2021 0 repositories listed
• Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection
  8 Oct 2021 0 repositories listed
• Joint Normality Test Via Two-Dimensional Projection
  8 Oct 2021 0 repositories listed
• Subspace Change-Point Detection via Low-Rank Matrix Factorisation
  8 Oct 2021 0 repositories listed
• 5G Traffic Prediction with Time Series Analysis
  7 Oct 2021 0 repositories listed
• A Meta-learning Approach to Reservoir Computing: Time Series Prediction with Limited Data
  7 Oct 2021 0 repositories listed
• Automated Testing of AI Models
  7 Oct 2021 0 repositories listed
• EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer's disease and schizophrenia
  7 Oct 2021 0 repositories listed
• Generative Pre-Trained Transformer for Cardiac Abnormality Detection
  7 Oct 2021 0 repositories listed
• Predictive Maintenance for General Aviation Using Convolutional Transformers
  7 Oct 2021 0 repositories listed
• PRRS Outbreak Prediction via Deep Switching Auto-Regressive Factorization Modeling
  7 Oct 2021 0 repositories listed
• Time Series Forecasting Using Manifold Learning
  7 Oct 2021 0 repositories listed
• An Accurate Smartphone Battery Parameter Calibration Using Unscented Kalman Filter
  6 Oct 2021 0 repositories listed
• 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
• Causality and Generalizability: Identifiability and Learning Methods
  4 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
• Deep Neural Networks on EEG signals to predict Attention Score using Gramian Angular Difference Field
  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