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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 65 of 92: papers 6,401 to 6,500 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.

• Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series
  15 Sep 2021 0 repositories listed
• Universal Adversarial Attack on Deep Learning Based Prognostics
  15 Sep 2021 0 repositories listed
• Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning
  14 Sep 2021 0 repositories listed
• Multiple shooting with neural differential equations
  14 Sep 2021 0 repositories listed
• Vaccination strategies and transmission of COVID-19: evidence across advanced countries
  14 Sep 2021 0 repositories listed
• Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning
  13 Sep 2021 0 repositories listed
• Prediction of gene expression time series and structural analysis of gene regulatory networks using recurrent neural networks
  13 Sep 2021 0 repositories listed
• Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams
  13 Sep 2021 0 repositories listed
• Detecting Handwritten Mathematical Terms with Sensor Based Data
  12 Sep 2021 0 repositories listed
• A Study of Joint Graph Inference and Forecasting
  10 Sep 2021 0 repositories listed
• Detecting Attacks on IoT Devices using Featureless 1D-CNN
  9 Sep 2021 0 repositories listed
• Modeling Systems with Machine Learning based Differential Equations
  9 Sep 2021 0 repositories listed
• Object recognition for robotics from tactile time series data utilising different neural network architectures
  9 Sep 2021 0 repositories listed
• Stationary Density Estimation of Itô Diffusions Using Deep Learning
  9 Sep 2021 0 repositories listed
• Surrogate Parameters Optimization for Data and Model Fusion of COVID-19 Time-series Data
  9 Sep 2021 0 repositories listed
• DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation
  8 Sep 2021 0 repositories listed
• Quantile-based fuzzy clustering of multivariate time series in the frequency domain
  8 Sep 2021 0 repositories listed
• Fractional Growth Portfolio Investment
  7 Sep 2021 0 repositories listed
• Mutation frequency time series reveal complex mixtures of clones in the world-wide SARS-CoV-2 viral population
  7 Sep 2021 0 repositories listed
• Supervised DKRC with Images for Offline System Identification
  6 Sep 2021 0 repositories listed
• Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and Clustering
  5 Sep 2021 0 repositories listed
• Accurate shape and phase averaging of time series through Dynamic Time Warping
  2 Sep 2021 0 repositories listed
• A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection
  1 Sep 2021 0 repositories listed
• Clustering of Pain Dynamics in Sickle Cell Disease from Sparse, Uneven Samples
  31 Aug 2021 0 repositories listed
• Time Series Prediction using Deep Learning Methods in Healthcare
  30 Aug 2021 0 repositories listed
• Anomaly Detection on IT Operation Series via Online Matrix Profile
  27 Aug 2021 0 repositories listed
• Parallel Machine Learning for Forecasting the Dynamics of Complex Networks
  27 Aug 2021 0 repositories listed
• Magnetic Field Sensing for Pedestrian and Robot Indoor Positioning
  26 Aug 2021 0 repositories listed
• SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations
  26 Aug 2021 0 repositories listed
• Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach
  25 Aug 2021 0 repositories listed
• Energy time series forecasting-Analytical and empirical assessment of conventional and machine learning models
  24 Aug 2021 0 repositories listed
• DTWSSE: Data Augmentation with a Siamese Encoder for Time Series
  23 Aug 2021 0 repositories listed
• Evolutionary Ensemble Learning for Multivariate Time Series Prediction
  22 Aug 2021 0 repositories listed
• Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics
  21 Aug 2021 0 repositories listed
• ASAT: Adaptively Scaled Adversarial Training in Time Series
  20 Aug 2021 0 repositories listed
• Deep Sequence Modeling: Development and Applications in Asset Pricing
  20 Aug 2021 0 repositories listed
• Feature-weighted Stacking for Nonseasonal Time Series Forecasts: A Case Study of the COVID-19 Epidemic Curves
  19 Aug 2021 0 repositories listed
• Construction Cost Index Forecasting: A Multi-feature Fusion Approach
  18 Aug 2021 0 repositories listed
• Federated Variational Learning for Anomaly Detection in Multivariate Time Series
  18 Aug 2021 0 repositories listed
• Stack Index Prediction Using Time-Series Analysis
  18 Aug 2021 0 repositories listed
• Structure Parameter Optimized Kernel Based Online Prediction with a Generalized Optimization Strategy for Nonstationary Time Series
  18 Aug 2021 0 repositories listed
• XAI Methods for Neural Time Series Classification: A Brief Review
  18 Aug 2021 0 repositories listed
• A complex network approach to time series analysis with application in diagnosis of neuromuscular disorders
  16 Aug 2021 0 repositories listed
• Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection
  15 Aug 2021 0 repositories listed
• Deep Learning-based Time-varying Channel Estimation for RIS Assisted Communication
  12 Aug 2021 0 repositories listed
• Empirical Risk Minimization for Time Series: Nonparametric Performance Bounds for Prediction
  11 Aug 2021 0 repositories listed
• IT2CFNN: An Interval Type-2 Correlation-Aware Fuzzy Neural Network to Construct Non-Separable Fuzzy Rules with Uncertain and Adaptive Shapes for Nonlinear Function Approximation
  11 Aug 2021 0 repositories listed
• Ensemble neuroevolution based approach for multivariate time series anomaly detection
  8 Aug 2021 0 repositories listed
• Active Learning of Driving Scenario Trajectories
  6 Aug 2021 0 repositories listed
• Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing
  6 Aug 2021 0 repositories listed
• Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-Series
  6 Aug 2021 0 repositories listed
• A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain
  5 Aug 2021 0 repositories listed
• A volumetric change detection framework using UAV oblique photogrammetry - A case study of ultra-high-resolution monitoring of progressive building collapse
  5 Aug 2021 0 repositories listed
• Local Exceptionality Detection in Time Series Using Subgroup Discovery
  5 Aug 2021 0 repositories listed
• Multimodal Meta-Learning for Time Series Regression
  5 Aug 2021 0 repositories listed
• Pattern Recognition in Vital Signs Using Spectrograms
  5 Aug 2021 0 repositories listed
• Bayesian forecast combination using time-varying features
  4 Aug 2021 0 repositories listed
• High dimensional Bayesian Optimization Algorithm for Complex System in Time Series
  4 Aug 2021 0 repositories listed
• Reconstructing a dynamical system and forecasting time series by self-consistent deep learning
  4 Aug 2021 0 repositories listed
• Dynamic Prediction Model for NOx Emission of SCR System Based on Hybrid Data-driven Algorithms
  3 Aug 2021 0 repositories listed
• GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data
  3 Aug 2021 0 repositories listed
• An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions
  2 Aug 2021 0 repositories listed
• Learning who is in the market from time series: market participant discovery through adversarial calibration of multi-agent simulators
  2 Aug 2021 0 repositories listed
• Synthetic Active Distribution System Generation via Unbalanced Graph Generative Adversarial Network
  2 Aug 2021 0 repositories listed
• Using Deep Learning to Correlate Reddit Posts with Economic Time Series During the COVID-19 Pandemic
  1 Aug 2021 0 repositories listed
• Statistical learning method for predicting density-matrix based electron dynamics
  31 Jul 2021 0 repositories listed
• Understanding the merging behavior patterns and evolutionary mechanism at freeway on-ramps
  31 Jul 2021 0 repositories listed
• Random vector functional link neural network based ensemble deep learning for short-term load forecasting
  30 Jul 2021 0 repositories listed
• Analysis of complex circadian time series data using wavelets
  29 Jul 2021 0 repositories listed
• Inference in heavy-tailed non-stationary multivariate time series
  29 Jul 2021 0 repositories listed
• Otimizacao de pesos e funcoes de ativacao de redes neurais aplicadas na previsao de series temporais
  29 Jul 2021 0 repositories listed
• Previsão dos preços de abertura, mínima e máxima de índices de mercados financeiros usando a associação de redes neurais LSTM
  29 Jul 2021 0 repositories listed
• Spatio-temporal graph neural networks for multi-site PV power forecasting
  29 Jul 2021 0 repositories listed
• Demand Forecasting in Smart Grid Using Long Short-Term Memory
  28 Jul 2021 0 repositories listed
• Snippet Policy Network for Multi-class Varied-length ECG Early Classification
  28 Jul 2021 0 repositories listed
• Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals
  27 Jul 2021 0 repositories listed
• Vision-Guided Forecasting -- Visual Context for Multi-Horizon Time Series Forecasting
  27 Jul 2021 0 repositories listed
• Massive feature extraction for explaining and foretelling hydroclimatic time series forecastability at the global scale
  25 Jul 2021 0 repositories listed
• A Signal Detection Scheme Based on Deep Learning in OFDM Systems
  24 Jul 2021 0 repositories listed
• Automatic Detection Of Noise Events at Shooting Range Using Machine Learning
  23 Jul 2021 0 repositories listed
• Comparing Prophet and Deep Learning to ARIMA in Forecasting Wholesale Food Prices
  23 Jul 2021 0 repositories listed
• Dynamic functional time-series forecasts of foreign exchange implied volatility surfaces
  22 Jul 2021 0 repositories listed
• Neural Ordinary Differential Equation Model for Evolutionary Subspace Clustering and Its Applications
  22 Jul 2021 0 repositories listed
• Tsformer: Time series Transformer for tourism demand forecasting
  22 Jul 2021 0 repositories listed
• Adaptive Inducing Points Selection For Gaussian Processes
  21 Jul 2021 0 repositories listed
• Approximation Theory of Convolutional Architectures for Time Series Modelling
  20 Jul 2021 0 repositories listed
• High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series
  20 Jul 2021 0 repositories listed
• OnlineSTL: Scaling Time Series Decomposition by 100x
  19 Jul 2021 0 repositories listed
• Predicting the 2020 US Presidential Election with Twitter
  19 Jul 2021 0 repositories listed
• Topological Attention for Time Series Forecasting
  19 Jul 2021 0 repositories listed
• Wave-based extreme deep learning based on non-linear time-Floquet entanglement
  19 Jul 2021 0 repositories listed
• A Method for Estimating the Entropy of Time Series Using Artificial Neural Networks
  18 Jul 2021 0 repositories listed
• ProfileSR-GAN: A GAN based Super-Resolution Method for Generating High-Resolution Load Profiles
  18 Jul 2021 0 repositories listed
• Estimating covariant Lyapunov vectors from data
  16 Jul 2021 0 repositories listed
• Online Graph Topology Learning from Matrix-valued Time Series
  16 Jul 2021 0 repositories listed
• Time Series Anomaly Detection for Smart Grids: A Survey
  16 Jul 2021 0 repositories listed
• Model-free prediction of emergence of extreme events in a parametrically driven nonlinear dynamical system by Deep Learning
  14 Jul 2021 0 repositories listed
• On the short term stability of financial ARCH price processes
  14 Jul 2021 0 repositories listed
• Fast-Slow Streamflow Model Using Mass-Conserving LSTM
  13 Jul 2021 0 repositories listed
• Multiplicative Error Models: 20 years on
  13 Jul 2021 0 repositories listed