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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 73 of 92: papers 7,201 to 7,300 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.

• RTFN: Robust Temporal Feature Network
  18 Aug 2020 0 repositories listed
• Selecting Data Adaptive Learner from Multiple Deep Learners using Bayesian Networks
  18 Aug 2020 0 repositories listed
• Deep Neural Networks for automatic extraction of features in time series satellite images
  17 Aug 2020 0 repositories listed
• Extension of causal decomposition in the mutual complex dynamic process
  17 Aug 2020 0 repositories listed
• Wavelet Denoising and Attention-based RNN-ARIMA Model to Predict Forex Price
  16 Aug 2020 0 repositories listed
• Gait complexity assessed by detrended fluctuation analysis is sensitive to inconsistencies in stride time series: A modeling study
  14 Aug 2020 0 repositories listed
• Neural Network-based Automatic Factor Construction
  14 Aug 2020 0 repositories listed
• A Survey on Knowledge integration techniques with Artificial Neural Networks for seq-2-seq/time series models
  13 Aug 2020 0 repositories listed
• Image Processing Tools for Financial Time Series Classification
  13 Aug 2020 0 repositories listed
• Airflow recovery from thoracic and abdominal movements using Synchrosqueezing Transform and Locally Stationary Gaussian Process Regression
  11 Aug 2020 0 repositories listed
• Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
  10 Aug 2020 0 repositories listed
• A Deep Learning Approach for COVID-19 Trend Prediction
  9 Aug 2020 0 repositories listed
• Comparative Analysis of the Hidden Markov Model and LSTM: A Simulative Approach
  9 Aug 2020 0 repositories listed
• Application of the Non-Hermitian Singular Spectrum Analysis to the exponential retrieval problem
  8 Aug 2020 0 repositories listed
• Deep Learning Based on Generative Adversarial and Convolutional Neural Networks for Financial Time Series Predictions
  8 Aug 2020 0 repositories listed
• COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning
  7 Aug 2020 0 repositories listed
• Forecasting Photovoltaic Power Production using a Deep Learning Sequence to Sequence Model with Attention
  6 Aug 2020 0 repositories listed
• Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation
  6 Aug 2020 0 repositories listed
• Modeling of time series using random forests: theoretical developments
  6 Aug 2020 0 repositories listed
• A Causal-based Framework for Multimodal Multivariate Time Series Validation Enhanced by Unsupervised Deep Learning as an Enabler for Industry 4.0
  5 Aug 2020 0 repositories listed
• Remote atrial fibrillation burden estimation using deep recurrent neural network
  5 Aug 2020 0 repositories listed
• Ubicomp Digital 2020 -- Handwriting classification using a convolutional recurrent network
  3 Aug 2020 0 repositories listed
• A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction
  2 Aug 2020 0 repositories listed
• Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models
  30 Jul 2020 0 repositories listed
• Prediction of hierarchical time series using structured regularization and its application to artificial neural networks
  30 Jul 2020 0 repositories listed
• Benchmarking Multivariate Time Series Classification Algorithms
  26 Jul 2020 0 repositories listed
• Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning
  26 Jul 2020 0 repositories listed
• Regularized Flexible Activation Function Combinations for Deep Neural Networks
  26 Jul 2020 0 repositories listed
• Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection
  25 Jul 2020 0 repositories listed
• Multi-stream RNN for Merchant Transaction Prediction
  25 Jul 2020 0 repositories listed
• Multinomial Sampling for Hierarchical Change-Point Detection
  24 Jul 2020 0 repositories listed
• A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News
  23 Jul 2020 0 repositories listed
• bootUR: An R Package for Bootstrap Unit Root Tests
  23 Jul 2020 0 repositories listed
• Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture
  22 Jul 2020 0 repositories listed
• Shape-CD: Change-Point Detection in Time-Series Data with Shapes and Neurons
  22 Jul 2020 0 repositories listed
• Towards Social & Engaging Peer Learning: Predicting Backchanneling and Disengagement in Children
  22 Jul 2020 0 repositories listed
• Lasso Inference for High-Dimensional Time Series
  21 Jul 2020 0 repositories listed
• Permutation-based tests for discontinuities in event studies
  20 Jul 2020 0 repositories listed
• Time Series Source Separation with Slow Flows
  20 Jul 2020 0 repositories listed
• Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach
  19 Jul 2020 0 repositories listed
• Machine Learning a Molecular Hamiltonian for Predicting Electron Dynamics
  19 Jul 2020 0 repositories listed
• Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning?
  17 Jul 2020 0 repositories listed
• A fast noise filtering algorithm for time series prediction using recurrent neural networks
  16 Jul 2020 0 repositories listed
• Comparison of Different Methods for Time Sequence Prediction in Autonomous Vehicles
  16 Jul 2020 0 repositories listed
• Attention Mechanism for Multivariate Time Series Recurrent Model Interpretability Applied to the Ironmaking Industry
  15 Jul 2020 0 repositories listed
• MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry
  15 Jul 2020 0 repositories listed
• Understanding fluctuations through Multivariate Circulant Singular Spectrum Analysis
  15 Jul 2020 0 repositories listed
• Generating Trading Signals by ML algorithms or time series ones?
  14 Jul 2020 0 repositories listed
• SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks
  14 Jul 2020 0 repositories listed
• A unified machine learning approach to time series forecasting applied to demand at emergency departments
  13 Jul 2020 0 repositories listed
• GeoStat Representations of Time Series for Fast Classification
  13 Jul 2020 0 repositories listed
• Multi-future Merchant Transaction Prediction
  10 Jul 2020 0 repositories listed
• On the variability of functional connectivity and network measures in source-reconstructed EEG time-series
  10 Jul 2020 0 repositories listed
• Prediction of Traffic Flow via Connected Vehicles
  10 Jul 2020 0 repositories listed
• Graph Signal Processing: Vertex Multiplication
  9 Jul 2020 0 repositories listed
• Improving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks
  9 Jul 2020 0 repositories listed
• Penalized Estimation and Forecasting of Multiple Subject Intensive Longitudinal Data
  9 Jul 2020 0 repositories listed
• Accuracy of neural networks for the simulation of chaotic dynamics: precision of training data vs precision of the algorithm
  8 Jul 2020 0 repositories listed
• Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands
  8 Jul 2020 0 repositories listed
• Multivariate Time Series Classification Using Spiking Neural Networks
  7 Jul 2020 0 repositories listed
• Compact representation of temporal processes in echosounder time series via matrix decomposition
  6 Jul 2020 0 repositories listed
• Inference on the change point in high dimensional time series models via plug in least squares
  3 Jul 2020 0 repositories listed
• Handling Variable-Dimensional Time Series with Graph Neural Networks
  1 Jul 2020 0 repositories listed
• Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation
  30 Jun 2020 0 repositories listed
• Semi-supervised Sequential Generative Models
  30 Jun 2020 0 repositories listed
• Coloured noise time series as appropriate models for environmental variation in artificial evolutionary systems
  29 Jun 2020 0 repositories listed
• Cyclical Electromechanical Error Denial System Using Matrix Profile
  29 Jun 2020 0 repositories listed
• Neural Time Warping For Multiple Sequence Alignment
  29 Jun 2020 0 repositories listed
• Development of an Algorithm for Identifying Changes in System Dynamics from Time Series
  28 Jun 2020 0 repositories listed
• A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming
  26 Jun 2020 0 repositories listed
• An Investigation of Traffic Density Changes inside Wuhan during the COVID-19 Epidemic with GF-2 Time-Series Images
  26 Jun 2020 0 repositories listed
• Improving MF-DFA model with applications in precious metals market
  26 Jun 2020 0 repositories listed
• Combining Ensemble Kalman Filter and Reservoir Computing to predict spatio-temporal chaotic systems from imperfect observations and models
  25 Jun 2020 0 repositories listed
• On Multivariate Singular Spectrum Analysis and its Variants
  24 Jun 2020 0 repositories listed
• Physics-informed machine learning for sensor fault detection with flight test data
  23 Jun 2020 0 repositories listed
• Short-Term Traffic Forecasting Using High-Resolution Traffic Data
  22 Jun 2020 0 repositories listed
• A Data-driven Market Simulator for Small Data Environments
  21 Jun 2020 0 repositories listed
• Chaos may enhance expressivity in cerebellar granular layer
  20 Jun 2020 0 repositories listed
• High-Frequency Radar Ocean Current Mapping at Rapid Scale with Autoregressive Modeling
  19 Jun 2020 0 repositories listed
• Independent Innovation Analysis for Nonlinear Vector Autoregressive Process
  19 Jun 2020 0 repositories listed
• Semi-supervised time series classification method for quantum computing
  19 Jun 2020 0 repositories listed
• Real-Time Prediction of BITCOIN Price using Machine Learning Techniques and Public Sentiment Analysis
  18 Jun 2020 0 repositories listed
• Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion
  18 Jun 2020 0 repositories listed
• STEER: Simple Temporal Regularization For Neural ODEs
  18 Jun 2020 0 repositories listed
• The Dilemma Between Data Transformations and Adversarial Robustness for Time Series Application Systems
  18 Jun 2020 0 repositories listed
• Learning-Based Real-Time Event Identification Using Rich Real PMU Data
  17 Jun 2020 0 repositories listed
• Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments
  17 Jun 2020 0 repositories listed
• A Multi-Phase Approach for Product Hierarchy Forecasting in Supply Chain Management: Application to MonarchFx Inc
  16 Jun 2020 0 repositories listed
• A specifically designed machine learning algorithm for GNSS position time series prediction and its applications in outlier and anomaly detection and earthquake prediction
  16 Jun 2020 0 repositories listed
• Analysing the resilience of the European commodity production system with PyResPro, the Python Production Resilience package
  16 Jun 2020 0 repositories listed
• Prior knowledge distillation based on financial time series
  16 Jun 2020 0 repositories listed
• Dynamic Window-level Granger Causality of Multi-channel Time Series
  14 Jun 2020 0 repositories listed
• Lateral land movement prediction from GNSS position time series in a machine learning aided algorithm
  14 Jun 2020 0 repositories listed
• Interpretable Super-Resolution via a Learned Time-Series Representation
  13 Jun 2020 0 repositories listed
• Tempered Stable Processes with Time Varying Exponential Tails
  13 Jun 2020 0 repositories listed
• Fairness in Forecasting and Learning Linear Dynamical Systems
  12 Jun 2020 0 repositories listed
• FedGAN: Federated Generative Adversarial Networks for Distributed Data
  12 Jun 2020 0 repositories listed
• Learning Continuous-Time Dynamics by Stochastic Differential Networks
  11 Jun 2020 0 repositories listed
• Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time
  11 Jun 2020 0 repositories listed
• Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification
  11 Jun 2020 0 repositories listed