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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 63 of 92: papers 6,201 to 6,300 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.

• Online Advertising Revenue Forecasting: An Interpretable Deep Learning Approach
  16 Nov 2021 0 repositories listed
• Outlier Detection as Instance Selection Method for Feature Selection in Time Series Classification
  16 Nov 2021 0 repositories listed
• Switching Recurrent Kalman Networks
  16 Nov 2021 0 repositories listed
• Uncertainty-Aware Multiple Instance Learning from Large-Scale Long Time Series Data
  16 Nov 2021 0 repositories listed
• A similarity measurement for time series and its application to the stock market
  15 Nov 2021 0 repositories listed
• Machine Learning for Genomic Data
  15 Nov 2021 0 repositories listed
• On Sparse High-Dimensional Graphical Model Learning For Dependent Time Series
  15 Nov 2021 0 repositories listed
• Decoding Causality by Fictitious VAR Modeling
  14 Nov 2021 0 repositories listed
• Forecasting Crude Oil Price Using Event Extraction
  14 Nov 2021 0 repositories listed
• Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes
  13 Nov 2021 0 repositories listed
• LoMEF: A Framework to Produce Local Explanations for Global Model Time Series Forecasts
  13 Nov 2021 0 repositories listed
• Nyström Regularization for Time Series Forecasting
  13 Nov 2021 0 repositories listed
• A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection
  12 Nov 2021 0 repositories listed
• GraSSNet: Graph Soft Sensing Neural Networks
  12 Nov 2021 0 repositories listed
• Identifying On-road Scenarios Predictive of ADHD usingDriving Simulator Time Series Data
  12 Nov 2021 0 repositories listed
• Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting
  12 Nov 2021 0 repositories listed
• Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned
  12 Nov 2021 0 repositories listed
• Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series
  11 Nov 2021 0 repositories listed
• Exploiting the Power of Levenberg-Marquardt Optimizer with Anomaly Detection in Time Series
  11 Nov 2021 0 repositories listed
• Model-Based Reinforcement Learning via Stochastic Hybrid Models
  11 Nov 2021 0 repositories listed
• Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks
  11 Nov 2021 0 repositories listed
• American Hate Crime Trends Prediction with Event Extraction
  9 Nov 2021 0 repositories listed
• Learning from Multiple Time Series: A Deep Disentangled Approach to Diversified Time Series Forecasting
  9 Nov 2021 0 repositories listed
• A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters
  8 Nov 2021 0 repositories listed
• ARISE: ApeRIodic SEmi-parametric Process for Efficient Markets without Periodogram and Gaussianity Assumptions
  8 Nov 2021 0 repositories listed
• Mimic: An adaptive algorithm for multivariate time series classification
  8 Nov 2021 0 repositories listed
• Stock Portfolio Optimization Using a Deep Learning LSTM Model
  8 Nov 2021 0 repositories listed
• CoughTrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-efficient Sensitivity-prioritized Time Series Classifier
  7 Nov 2021 0 repositories listed
• DVS: Deep Visibility Series and its Application in Construction Cost Index Forecasting
  7 Nov 2021 0 repositories listed
• Use of 1D-CNN for input data size reduction of LSTM in Hourly Rainfall-Runoff modeling
  7 Nov 2021 0 repositories listed
• Meta-Forecasting by combining Global Deep Representations with Local Adaptation
  5 Nov 2021 0 repositories listed
• Multiple-index Nonstationary Time Series Models: Robust Estimation Theory and Practice
  3 Nov 2021 0 repositories listed
• Roadmap on Signal Processing for Next Generation Measurement Systems
  3 Nov 2021 0 repositories listed
• Time Series Comparisons in Deep Space Network
  2 Nov 2021 0 repositories listed
• A Modified Dynamic Time Warping (MDTW) Approach and Innovative Average Non-Self Match Distance (ANSD) Method for Anomaly Detection in ECG Recordings
  1 Nov 2021 0 repositories listed
• Brain dynamics via Cumulative Auto-Regressive Self-Attention
  1 Nov 2021 0 repositories listed
• Markus Thill Temporal convolutional autoencoder for unsupervised anomaly detection in time series
  1 Nov 2021 0 repositories listed
• Metaphor Development in Public Discourse Using an ARIMA Time Series Analysis Approach
  1 Nov 2021 0 repositories listed
• Stock Price Prediction Using Time Series, Econometric, Machine Learning, and Deep Learning Models
  1 Nov 2021 0 repositories listed
• Continuous Convolutional Neural Networks: Coupled Neural PDE and ODE
  30 Oct 2021 0 repositories listed
• ECG synthesis with Neural ODE and GAN models
  30 Oct 2021 0 repositories listed
• Aligned Multi-Task Gaussian Process
  29 Oct 2021 0 repositories listed
• Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations
  29 Oct 2021 0 repositories listed
• Improved FRQI on superconducting processors and its restrictions in the NISQ era
  29 Oct 2021 0 repositories listed
• Robust and efficient change point detection using novel multivariate rank-energy GoF test
  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
• Applying Regression Conformal Prediction with Nearest Neighbors to time series data
  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
• 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
• Real-time Drift Detection on Time-series Data
  12 Oct 2021 0 repositories listed
• The Sigma-max System Induced from Randomness & Fuzziness and its Application in Time Series Prediction
  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
• 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
• 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