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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 32 of 68: papers 3,101 to 3,200 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.

• ONE-NAS: An Online NeuroEvolution based Neural Architecture Search for Time Series Forecasting
  27 Feb 2022 0 repositories listed
• Taming the Long Tail of Deep Probabilistic Forecasting
  27 Feb 2022 0 repositories listed
• Regularized Bilinear Discriminant Analysis for Multivariate Time Series Data
  26 Feb 2022 0 repositories listed
• Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks
  25 Feb 2022 0 repositories listed
• Mental State Classification Using Multi-graph Features
  25 Feb 2022 0 repositories listed
• Novel techniques for improving NNetEn entropy calculation for short and noisy time series
  25 Feb 2022 0 repositories listed
• Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection
  25 Feb 2022 0 repositories listed
• Sequential asset ranking in nonstationary time series
  24 Feb 2022 0 repositories listed
• A Differential Attention Fusion Model Based on Transformer for Time Series Forecasting
  23 Feb 2022 0 repositories listed
• Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation
  23 Feb 2022 0 repositories listed
• Deep Recurrent Modelling of Granger Causality with Latent Confounding
  23 Feb 2022 0 repositories listed
• DL-SLOT: Dynamic Lidar SLAM and Object Tracking Based On Graph Optimization
  23 Feb 2022 0 repositories listed
• NetRCA: An Effective Network Fault Cause Localization Algorithm
  23 Feb 2022 0 repositories listed
• Neural Generalised AutoRegressive Conditional Heteroskedasticity
  23 Feb 2022 0 repositories listed
• NeuroView-RNN: It's About Time
  23 Feb 2022 0 repositories listed
• Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark
  23 Feb 2022 0 repositories listed
• Simulating Network Paths with Recurrent Buffering Units
  23 Feb 2022 0 repositories listed
• Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks
  22 Feb 2022 0 repositories listed
• Macroeconomic Effect of Uncertainty and Financial Shocks: a non-Gaussian VAR approach
  22 Feb 2022 0 repositories listed
• A Deep Learning Model for Forecasting Global Monthly Mean Sea Surface Temperature Anomalies
  21 Feb 2022 0 repositories listed
• Estimation of Evaporator Valve Sizes in Supermarket Refrigeration Cabinets
  21 Feb 2022 0 repositories listed
• Integrated Fault Diagnosis and Control Design for DER Inverters using Machine Learning Methods
  21 Feb 2022 0 repositories listed
• Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection
  21 Feb 2022 0 repositories listed
• A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network
  19 Feb 2022 0 repositories listed
• Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting
  18 Feb 2022 0 repositories listed
• Long Run Risk in Stationary Structural Vector Autoregressive Models
  18 Feb 2022 0 repositories listed
• PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting
  18 Feb 2022 0 repositories listed
• Simulating User-Level Twitter Activity with XGBoost and Probabilistic Hybrid Models
  18 Feb 2022 0 repositories listed
• GRAPHSHAP: Explaining Identity-Aware Graph Classifiers Through the Language of Motifs
  17 Feb 2022 0 repositories listed
• Level set based particle filter driven by optical flow: an application to track the salt boundary from X-ray CT time-series
  17 Feb 2022 0 repositories listed
• Multi-Objective Model Selection for Time Series Forecasting
  17 Feb 2022 0 repositories listed
• A Prospective Approach for Human-to-Human Interaction Recognition from Wi-Fi Channel Data using Attention Bidirectional Gated Recurrent Neural Network with GUI Application Implementation
  16 Feb 2022 0 repositories listed
• Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition
  16 Feb 2022 0 repositories listed
• HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing
  16 Feb 2022 0 repositories listed
• Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition
  16 Feb 2022 0 repositories listed
• TimeREISE: Time-series Randomized Evolving Input Sample Explanation
  16 Feb 2022 0 repositories listed
• Market-Based Price Autocorrelation
  15 Feb 2022 0 repositories listed
• Investigating the genomic background of CRISPR-Cas genomes for CRISPR-based antimicrobials
  15 Feb 2022 0 repositories listed
• LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data
  15 Feb 2022 0 repositories listed
• ViNTER: Image Narrative Generation with Emotion-Arc-Aware Transformer
  15 Feb 2022 0 repositories listed
• Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens
  14 Feb 2022 0 repositories listed
• Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection
  14 Feb 2022 0 repositories listed
• Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling
  14 Feb 2022 0 repositories listed
• Sequential Monte Carlo With Model Tempering
  14 Feb 2022 0 repositories listed
• Simple Models and Biased Forecasts
  14 Feb 2022 0 repositories listed
• Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference
  14 Feb 2022 0 repositories listed
• Feature Construction and Selection for PV Solar Power Modeling
  13 Feb 2022 0 repositories listed
• Local approximation of operators
  13 Feb 2022 0 repositories listed
• Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing
  11 Feb 2022 0 repositories listed
• Fitting Sparse Markov Models to Categorical Time Series Using Regularization
  11 Feb 2022 0 repositories listed
• Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data
  11 Feb 2022 0 repositories listed
• SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography
  11 Feb 2022 0 repositories listed
• Wind power ramp prediction algorithm based on wavelet deep belief network
  11 Feb 2022 0 repositories listed
• Case-based reasoning for rare events prediction on strategic sites
  10 Feb 2022 0 repositories listed
• Learning Latent Causal Dynamics
  10 Feb 2022 0 repositories listed
• Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data
  10 Feb 2022 0 repositories listed
• Ketamine-Medetomidine General Anesthesia Occurs With Alternation of Cortical Electrophysiological Activity Between High and Low Complex States
  9 Feb 2022 0 repositories listed
• Contrastive predictive coding for Anomaly Detection in Multi-variate Time Series Data
  8 Feb 2022 0 repositories listed
• KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting
  8 Feb 2022 0 repositories listed
• Spectral Propagation Graph Network for Few-shot Time Series Classification
  8 Feb 2022 0 repositories listed
• The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting
  8 Feb 2022 0 repositories listed
• Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods
  8 Feb 2022 0 repositories listed
• Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
  8 Feb 2022 0 repositories listed
• Detecting Structural Breaks in Foreign Exchange Markets by using the group LASSO technique
  7 Feb 2022 0 repositories listed
• Threshold Asymmetric Conditional Autoregressive Range (TACARR) Model
  7 Feb 2022 0 repositories listed
• Machine Learning Models in Stock Market Prediction
  6 Feb 2022 0 repositories listed
• Robust Anomaly Detection for Time-series Data
  6 Feb 2022 0 repositories listed
• Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series
  4 Feb 2022 0 repositories listed
• Evaluating conditional covariance estimates via a new targeting approach and a networks-based analysis
  4 Feb 2022 0 repositories listed
• Functional Mixtures-of-Experts
  4 Feb 2022 0 repositories listed
• Self-Adaptive Forecasting for Improved Deep Learning on Non-Stationary Time-Series
  4 Feb 2022 0 repositories listed
• COVID-19 Hospitalizations Forecasts Using Internet Search Data
  3 Feb 2022 0 repositories listed
• Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT
  3 Feb 2022 0 repositories listed
• Review of automated time series forecasting pipelines
  3 Feb 2022 0 repositories listed
• Robust Audio Anomaly Detection
  3 Feb 2022 0 repositories listed
• 2T-POT Hawkes model for left- and right-tail conditional quantile forecasts of financial log-returns: out-of-sample comparison of conditional EVT models
  2 Feb 2022 0 repositories listed
• A Machine Learning Smartphone-based Sensing for Driver Behavior Classification
  1 Feb 2022 0 repositories listed
• Black-box Bayesian inference for economic agent-based models
  1 Feb 2022 0 repositories listed
• Semantic of Cloud Computing services for Time Series workflows
  1 Feb 2022 0 repositories listed
• Experimental Investigation of Variational Mode Decomposition and Deep Learning for Short-Term Multi-horizon Residential Electric Load Forecasting
  1 Feb 2022 0 repositories listed
• Weighted Isolation and Random Cut Forest Algorithms for Anomaly Detection
  1 Feb 2022 0 repositories listed
• A General Description of Growth Trends
  31 Jan 2022 0 repositories listed
• Comparative Study of Machine Learning Models for Stock Price Prediction
  31 Jan 2022 0 repositories listed
• Designing Universal Causal Deep Learning Models: The Geometric (Hyper)Transformer
  31 Jan 2022 0 repositories listed
• Partial Sum Processes of Residual-Based and Wald-type Break-Point Statistics in Time Series Regression Models
  31 Jan 2022 0 repositories listed
• Cause-Effect Preservation and Classification using Neurochaos Learning
  28 Jan 2022 0 repositories listed
• Dynamic Temporal Reconciliation by Reinforcement learning
  28 Jan 2022 0 repositories listed
• The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier
  28 Jan 2022 0 repositories listed
• Robust Augmentation for Multivariate Time Series Classification
  27 Jan 2022 0 repositories listed
• Unsupervised Change Detection using DRE-CUSUM
  27 Jan 2022 0 repositories listed
• Learning Mixtures of Linear Dynamical Systems
  26 Jan 2022 0 repositories listed
• S³NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks
  26 Jan 2022 0 repositories listed
• Stochastic Identification-based Active Sensing Acousto-Ultrasound SHM Using Stationary Time Series Models
  26 Jan 2022 0 repositories listed
• Differentially-Private Heat and Electricity Markets Coordination
  25 Jan 2022 0 repositories listed
• Estimating and backtesting risk under heavy tails
  25 Jan 2022 0 repositories listed
• Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection
  25 Jan 2022 0 repositories listed
• Multiscaling and rough volatility: an empirical investigation
  25 Jan 2022 0 repositories listed
• COVID-19 forecasting using new viral variants and vaccination effectiveness models
  24 Jan 2022 0 repositories listed
• Forgery Attack Detection in Surveillance Video Streams Using Wi-Fi Channel State Information
  24 Jan 2022 0 repositories listed
• Neural Architecture Searching for Facial Attributes-based Depression Recognition
  24 Jan 2022 0 repositories listed