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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 43 of 68: papers 4,201 to 4,300 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.

• Quantifying Synchronization in a Biologically Inspired Neural Network
  11 Dec 2020 0 repositories listed
• Synergistic Integration of Optical and Microwave Satellite Data for Crop Yield Estimation
  11 Dec 2020 0 repositories listed
• Estimation of Large Financial Covariances: A Cross-Validation Approach
  10 Dec 2020 0 repositories listed
• Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers
  10 Dec 2020 0 repositories listed
• Online Joint Topology Identification and Signal Estimation from Streams with Missing Data
  10 Dec 2020 0 repositories listed
• T-WaveNet: Tree-Structured Wavelet Neural Network for Sensor-Based Time Series Analysis
  10 Dec 2020 0 repositories listed
• A deep network approach to multitemporal cloud detection
  9 Dec 2020 0 repositories listed
• Parametric measures of variability induced by risk measures
  9 Dec 2020 0 repositories listed
• An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks
  8 Dec 2020 0 repositories listed
• An Expectation-Based Network Scan Statistic for a COVID-19 Early Warning System
  8 Dec 2020 0 repositories listed
• Automatic Registration and Clustering of Time Series
  8 Dec 2020 0 repositories listed
• Topology Identification under Spatially Correlated Noise
  8 Dec 2020 0 repositories listed
• A Novel Hybrid Framework for Hourly PM2.5 Concentration Forecasting Using CEEMDAN and Deep Temporal Convolutional Neural Network
  7 Dec 2020 0 repositories listed
• An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth
  7 Dec 2020 0 repositories listed
• Dynamic Clustering in Federated Learning
  7 Dec 2020 0 repositories listed
• Physics-Aware Gaussian Processes in Remote Sensing
  7 Dec 2020 0 repositories listed
• Randomized kernels for large scale Earth observation applications
  7 Dec 2020 0 repositories listed
• Modified Auto Regressive Technique for Univariate Time Series Prediction of Solar Irradiance
  6 Dec 2020 0 repositories listed
• Spatio-Temporal Graph Scattering Transform
  6 Dec 2020 0 repositories listed
• Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data
  5 Dec 2020 0 repositories listed
• Fusing Optical and SAR time series for LAI gap filling with multioutput Gaussian processes
  5 Dec 2020 0 repositories listed
• Learning summary features of time series for likelihood free inference
  4 Dec 2020 0 repositories listed
• Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data
  3 Dec 2020 0 repositories listed
• Forecast with Forecasts: Diversity Matters
  3 Dec 2020 0 repositories listed
• Inference in mixed causal and noncausal models with generalized Student's t-distributions
  3 Dec 2020 0 repositories listed
• SAFCAR: Structured Attention Fusion for Compositional Action Recognition
  3 Dec 2020 0 repositories listed
• Fast Automatic Feature Selection for Multi-Period Sliding Window Aggregate in Time Series
  2 Dec 2020 0 repositories listed
• RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks
  2 Dec 2020 0 repositories listed
• Assessing Social License to Operate from the Public Discourse on Social Media
  1 Dec 2020 0 repositories listed
• Causal analysis of Covid-19 Spread in Germany
  1 Dec 2020 0 repositories listed
• Deep Rao-Blackwellised Particle Filters for Time Series Forecasting
  1 Dec 2020 0 repositories listed
• Market Comment Generation from Data with Noisy Alignments
  1 Dec 2020 0 repositories listed
• Modeling Evolution of Message Interaction for Rumor Resolution
  1 Dec 2020 0 repositories listed
• Named-Entity Based Sentiment Analysis of Nepali News Media Texts
  1 Dec 2020 0 repositories listed
• Normalizing Kalman Filters for Multivariate Time Series Analysis
  1 Dec 2020 0 repositories listed
• STEER : Simple Temporal Regularization For Neural ODE
  1 Dec 2020 0 repositories listed
• Training Linear Finite-State Machines
  1 Dec 2020 0 repositories listed
• Unfolding recurrence by Green’s functions for optimized reservoir computing
  1 Dec 2020 0 repositories listed
• We are More than Our Joints: Predicting how 3D Bodies Move
  1 Dec 2020 0 repositories listed
• What went wrong and when? Instance-wise feature importance for time-series black-box models
  1 Dec 2020 0 repositories listed
• A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series
  30 Nov 2020 0 repositories listed
• An Equilibrium Model for the Cross-Section of Liquidity Premia
  27 Nov 2020 0 repositories listed
• 4D Human Body Capture from Egocentric Video via 3D Scene Grounding
  26 Nov 2020 0 repositories listed
• Exploring grid topology reconfiguration using a simple deep reinforcement learning approach
  26 Nov 2020 0 repositories listed
• Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches
  26 Nov 2020 0 repositories listed
• Unsupervised learning for economic risk evaluation in the context of Covid-19 pandemic
  26 Nov 2020 0 repositories listed
• Backpropagation-Free Learning Method for Correlated Fuzzy Neural Networks
  25 Nov 2020 0 repositories listed
• Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning
  25 Nov 2020 0 repositories listed
• CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines
  24 Nov 2020 0 repositories listed
• A Non-linear Function-on-Function Model for Regression with Time Series Data
  24 Nov 2020 0 repositories listed
• Asymmetric excitation of left- and right-tail extreme events probed using a Hawkes model: application to financial returns
  24 Nov 2020 0 repositories listed
• Deep Sequence Learning for Accurate Gestational Age Estimation from a $25 Doppler Device
  24 Nov 2020 0 repositories listed
• Discovering Hidden Physics Behind Transport Dynamics
  24 Nov 2020 0 repositories listed
• Gaussian Processes for Traffic Speed Prediction at Different Aggregation Levels
  24 Nov 2020 0 repositories listed
• RTFN: A Robust Temporal Feature Network for Time Series Classification
  24 Nov 2020 0 repositories listed
• Analysis of Empirical Mode Decomposition-based Load and Renewable Time Series Forecasting
  23 Nov 2020 0 repositories listed
• Marginalised Spectral Mixture Kernels with Nested Sampling
  23 Nov 2020 0 repositories listed
• Scalable Hybrid Hidden Markov Model with Gaussian Process Emission for Sequential Time-series Observations
  23 Nov 2020 0 repositories listed
• Time Series Data Imputation: A Survey on Deep Learning Approaches
  23 Nov 2020 0 repositories listed
• Predictive maintenance on event logs: Application on an ATM fleet
  22 Nov 2020 0 repositories listed
• A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting
  21 Nov 2020 0 repositories listed
• Central and Non-central Limit Theorems arising from the Scattering Transform and its Neural Activation Generalization
  21 Nov 2020 0 repositories listed
• Continuous Ant-Based Neural Topology Search
  21 Nov 2020 0 repositories listed
• Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification
  20 Nov 2020 0 repositories listed
• Deep Directed Information-Based Learning for Privacy-Preserving Smart Meter Data Release
  20 Nov 2020 0 repositories listed
• Two-Step Meta-Learning for Time-Series Forecasting Ensemble
  20 Nov 2020 0 repositories listed
• Quickest Detection of COVID-19 Pandemic Onset
  20 Nov 2020 0 repositories listed
• A Two-Way Transformed Factor Model for Matrix-Variate Time Series
  18 Nov 2020 0 repositories listed
• Distributional uncertainty of the financial time series measured by G-expectation
  18 Nov 2020 0 repositories listed
• Improved Grey System Models for Predicting Traffic Parameters
  18 Nov 2020 0 repositories listed
• Visual Time Series Forecasting: An Image-driven Approach
  18 Nov 2020 0 repositories listed
• A Time-Frequency based Suspicious Activity Detection for Anti-Money Laundering
  17 Nov 2020 0 repositories listed
• Distributed Online Learning with Multiple Kernels
  17 Nov 2020 0 repositories listed
• Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks
  17 Nov 2020 0 repositories listed
• Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease
  17 Nov 2020 0 repositories listed
• Wavelet-based clustering for time-series trend detection
  17 Nov 2020 0 repositories listed
• Large-scale kernelized GRANGER causality to infer topology of directed graphs with applications to brain networks
  16 Nov 2020 0 repositories listed
• Anonymizing Sensor Data on the Edge: A Representation Learning and Transformation Approach
  16 Nov 2020 0 repositories listed
• Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion
  15 Nov 2020 0 repositories listed
• Transfer learning of chaotic systems
  15 Nov 2020 0 repositories listed
• Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems
  13 Nov 2020 0 repositories listed
• Non-stationary Online Regression
  13 Nov 2020 0 repositories listed
• Deep Neural Networks and Neuro-Fuzzy Networks for Intellectual Analysis of Economic Systems
  11 Nov 2020 0 repositories listed
• Energy consumption forecasting using a stacked nonparametric Bayesian approach
  11 Nov 2020 0 repositories listed
• Personality-Driven Gaze Animation with Conditional Generative Adversarial Networks
  11 Nov 2020 0 repositories listed
• A Soft Computing Approach for Selecting and Combining Spectral Bands
  10 Nov 2020 0 repositories listed
• Applications of Online Nonnegative Matrix Factorization to Image and Time-Series Data
  10 Nov 2020 0 repositories listed
• Forecasting and Analyzing the Military Expenditure of India Using Box-Jenkins ARIMA Model
  10 Nov 2020 0 repositories listed
• Pattern recognition in micro-trading behaviors before stock price jumps: A framework based on multivariate time series analysis
  10 Nov 2020 0 repositories listed
• Testing and Dating Structural Changes in Copula-based Dependence Measures
  10 Nov 2020 0 repositories listed
• Forecasting Emergency Department Capacity Constraints for COVID Isolation Beds
  9 Nov 2020 0 repositories listed
• Predicting the Future is like Completing a Painting!
  9 Nov 2020 0 repositories listed
• SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems
  9 Nov 2020 0 repositories listed
• Gaussian Processes with Skewed Laplace Spectral Mixture Kernels for Long-term Forecasting
  8 Nov 2020 0 repositories listed
• The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns
  8 Nov 2020 0 repositories listed
• Robust Analysis of Stock Price Time Series Using CNN and LSTM-Based Deep Learning Models
  7 Nov 2020 0 repositories listed
• Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems
  7 Nov 2020 0 repositories listed
• A Tree-structure Convolutional Neural Network for Temporal Features Exaction on Sensor-based Multi-resident Activity Recognition
  5 Nov 2020 0 repositories listed
• Merchant Category Identification Using Credit Card Transactions
  5 Nov 2020 0 repositories listed
• Predictive Process Model Monitoring using Recurrent Neural Networks
  5 Nov 2020 0 repositories listed