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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 56 of 68: papers 5,501 to 5,600 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.

• Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode decomposition
  30 Dec 2018 0 repositories listed
• Forecasting Cardiology Admissions from Catheterization Laboratory
  28 Dec 2018 0 repositories listed
• Using an Ancillary Neural Network to Capture Weekends and Holidays in an Adjoint Neural Network Architecture for Intelligent Building Management
  26 Dec 2018 0 repositories listed
• Conditional heteroskedasticity in crypto-asset returns
  24 Dec 2018 0 repositories listed
• Detecting British Columbia Coastal Rainfall Patterns by Clustering Gaussian Processes
  23 Dec 2018 0 repositories listed
• Image Embedding of PMU Data for Deep Learning towards Transient Disturbance Classification
  22 Dec 2018 0 repositories listed
• Random selection of factors preserves the correlation structure in a linear factor model to a high degree
  22 Dec 2018 0 repositories listed
• Feedforward Neural Network for Time Series Anomaly Detection
  20 Dec 2018 0 repositories listed
• A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series
  18 Dec 2018 0 repositories listed
• Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention
  17 Dec 2018 0 repositories listed
• Using Detailed Access Trajectories for Learning Behavior Analysis
  14 Dec 2018 0 repositories listed
• Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification
  13 Dec 2018 0 repositories listed
• Impact of Data Normalization on Deep Neural Network for Time Series Forecasting
  13 Dec 2018 0 repositories listed
• Deep Air Quality Forecasting Using Hybrid Deep Learning Framework
  12 Dec 2018 0 repositories listed
• E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs
  12 Dec 2018 0 repositories listed
• Closed-form Inference and Prediction in Gaussian Process State-Space Models
  10 Dec 2018 0 repositories listed
• A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction
  9 Dec 2018 0 repositories listed
• Applying Nature-Inspired Optimization Algorithms for Selecting Important Timestamps to Reduce Time Series Dimensionality
  9 Dec 2018 0 repositories listed
• Bitcoin Forecasting Using ARIMA and PROPHET
  9 Dec 2018 0 repositories listed
• Fast Training Algorithms for Deep Convolutional Fuzzy Systems with Application to Stock Index Prediction
  7 Dec 2018 0 repositories listed
• seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention
  7 Dec 2018 0 repositories listed
• Time Series Featurization via Topological Data Analysis
  7 Dec 2018 0 repositories listed
• A novel health risk model based on intraday physical activity time series collected by smartphones
  6 Dec 2018 0 repositories listed
• Anomaly detection with Wasserstein GAN
  6 Dec 2018 0 repositories listed
• Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps
  6 Dec 2018 0 repositories listed
• Estimation of multivariate asymmetric power GARCH models
  5 Dec 2018 0 repositories listed
• Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data
  4 Dec 2018 0 repositories listed
• An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data
  3 Dec 2018 0 repositories listed
• Examining Deep Learning Architectures for Crime Classification and Prediction
  3 Dec 2018 0 repositories listed
• Large Spectral Density Matrix Estimation by Thresholding
  3 Dec 2018 0 repositories listed
• Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series
  3 Dec 2018 0 repositories listed
• Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability
  3 Dec 2018 0 repositories listed
• Improving Clinical Predictions through Unsupervised Time Series Representation Learning
  2 Dec 2018 0 repositories listed
• Imputation of Clinical Covariates in Time Series
  2 Dec 2018 0 repositories listed
• Data-driven Air Quality Characterisation for Urban Environments: a Case Study
  1 Dec 2018 0 repositories listed
• Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders
  1 Dec 2018 0 repositories listed
• Multivariate Time Series Imputation with Generative Adversarial Networks
  1 Dec 2018 0 repositories listed
• ADSaS: Comprehensive Real-time Anomaly Detection System
  30 Nov 2018 0 repositories listed
• Anomaly Detection Models for IoT Time Series Data
  30 Nov 2018 0 repositories listed
• Deep Factors with Gaussian Processes for Forecasting
  30 Nov 2018 0 repositories listed
• Deep Multimodal Learning: An Effective Method for Video Classification
  30 Nov 2018 0 repositories listed
• A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics
  29 Nov 2018 0 repositories listed
• Deep Haar Scattering Networks in Pattern Recognition: A promising approach
  29 Nov 2018 0 repositories listed
• Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning
  29 Nov 2018 0 repositories listed
• Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale
  29 Nov 2018 0 repositories listed
• Recurrent Deep Divergence-based Clustering for simultaneous feature learning and clustering of variable length time series
  29 Nov 2018 0 repositories listed
• Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks
  28 Nov 2018 0 repositories listed
• Lagged correlation-based deep learning for directional trend change prediction in financial time series
  27 Nov 2018 0 repositories listed
• Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification
  26 Nov 2018 0 repositories listed
• Seasonal Stochastic Volatility and the Samuelson Effect in Agricultural Futures Markets
  22 Nov 2018 0 repositories listed
• Multivariate Forecasting of Crude Oil Spot Prices using Neural Networks
  21 Nov 2018 0 repositories listed
• Black-Box Autoregressive Density Estimation for State-Space Models
  20 Nov 2018 0 repositories listed
• Coupled Recurrent Models for Polyphonic Music Composition
  20 Nov 2018 0 repositories listed
• Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables
  20 Nov 2018 0 repositories listed
• Entropy and Transfer Entropy: The Dow Jones and the build up to the 1997 Asian Crisis
  20 Nov 2018 0 repositories listed
• Fading of collective attention shapes the evolution of linguistic variants
  20 Nov 2018 0 repositories listed
• Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers
  20 Nov 2018 0 repositories listed
• Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition
  19 Nov 2018 0 repositories listed
• Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis
  18 Nov 2018 0 repositories listed
• Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior
  15 Nov 2018 0 repositories listed
• Short-Term Wind-Speed Forecasting Using Kernel Spectral Hidden Markov Models
  15 Nov 2018 0 repositories listed
• Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting
  15 Nov 2018 0 repositories listed
• Adversarial Unsupervised Representation Learning for Activity Time-Series
  14 Nov 2018 0 repositories listed
• Fast Distribution Grid Line Outage Identification with μPMU
  14 Nov 2018 0 repositories listed
• Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection
  14 Nov 2018 0 repositories listed
• Structural Damage Detection and Localization with Unknown Post-Damage Feature Distribution Using Sequential Change-Point Detection Method
  14 Nov 2018 0 repositories listed
• Assessing biological models using topological data analysis
  12 Nov 2018 0 repositories listed
• Learning Representations of Missing Data for Predicting Patient Outcomes
  12 Nov 2018 0 repositories listed
• The Altes Family of Log-Periodic Chirplets and the Hyperbolic Chirplet Transform
  12 Nov 2018 0 repositories listed
• StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures
  10 Nov 2018 0 repositories listed
• EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction
  9 Nov 2018 0 repositories listed
• Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series
  8 Nov 2018 0 repositories listed
• Estimating Network Structure from Incomplete Event Data
  7 Nov 2018 0 repositories listed
• Time Series Classification to Improve Poultry Welfare
  7 Nov 2018 0 repositories listed
• Nonlinear Evolution via Spatially-Dependent Linear Dynamics for Electrophysiology and Calcium Data
  6 Nov 2018 0 repositories listed
• Day-ahead time series forecasting: application to capacity planning
  6 Nov 2018 0 repositories listed
• Theoretical and Experimental Analysis on the Generalizability of Distribution Regression Network
  5 Nov 2018 0 repositories listed
• Representation Learning by Reconstructing Neighborhoods
  5 Nov 2018 0 repositories listed
• Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile
  5 Nov 2018 0 repositories listed
• Can automated smoothing significantly improve benchmark time series classification algorithms?
  1 Nov 2018 0 repositories listed
• Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction
  1 Nov 2018 0 repositories listed
• PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion
  1 Nov 2018 0 repositories listed
• Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model
  1 Nov 2018 0 repositories listed
• Adaptive Extreme Learning Machine for Recurrent Beta-basis Function Neural Network Training
  31 Oct 2018 0 repositories listed
• Contrastive Multivariate Singular Spectrum Analysis
  31 Oct 2018 0 repositories listed
• Bayesian nonparametric sparse VAR models
  29 Oct 2018 0 repositories listed
• Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality
  29 Oct 2018 0 repositories listed
• Time series clustering based on the characterisation of segment typologies
  27 Oct 2018 0 repositories listed
• Wi-Motion: A Robust Human Activity Recognition Using WiFi Signals
  27 Oct 2018 0 repositories listed
• Deep Poisson gamma dynamical systems
  26 Oct 2018 0 repositories listed
• DeepDPM: Dynamic Population Mapping via Deep Neural Network
  25 Oct 2018 0 repositories listed
• Deep Learning with Long Short-Term Memory for Time Series Prediction
  24 Oct 2018 0 repositories listed
• Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN
  24 Oct 2018 0 repositories listed
• Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders
  23 Oct 2018 0 repositories listed
• Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach
  23 Oct 2018 0 repositories listed
• Dynamic Likelihood-free Inference via Ratio Estimation (DIRE)
  23 Oct 2018 0 repositories listed
• Using Deep Learning for price prediction by exploiting stationary limit order book features
  23 Oct 2018 0 repositories listed
• Deep multi-survey classification of variable stars
  21 Oct 2018 0 repositories listed
• Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing
  21 Oct 2018 0 repositories listed
• A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments
  17 Oct 2018 0 repositories listed