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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 37 of 68: papers 3,601 to 3,700 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.

• 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
• #StayHome or #Marathon? Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs
  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
• The interpretation of endobronchial ultrasound image using 3D convolutional neural network for differentiating malignant and benign mediastinal lesions
  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
• Inverse and Quanto Inverse Options in a Black-Scholes World
  26 Jul 2021 0 repositories listed
• Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Iterative Refinement Labeling
  26 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
• Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies
  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
• Stock price prediction using BERT and GAN
  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
• Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting
  13 Jul 2021 0 repositories listed
• Wasserstein GAN: Deep Generation applied on Bitcoins financial time series
  13 Jul 2021 0 repositories listed
• Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training
  12 Jul 2021 0 repositories listed
• Sliding Spectrum Decomposition for Diversified Recommendation
  12 Jul 2021 0 repositories listed
• Seasonal and Secular Periodicities Identified in the Dynamics of US FDA Medical Devices (1976 2020) Portends Intrinsic Industrial Transformation and Independence of Certain Crises
  9 Jul 2021 0 repositories listed
• Scaled-Time-Attention Robust Edge Network
  9 Jul 2021 0 repositories listed
• Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets
  9 Jul 2021 0 repositories listed
• Ensembles of Randomized NNs for Pattern-based Time Series Forecasting
  8 Jul 2021 0 repositories listed
• Generation of Synthetic Multi-Resolution Time Series Load Data
  8 Jul 2021 0 repositories listed
• Numerical approximation of hybrid Poisson-jump Ait-Sahalia-type interest rate model with delay
  8 Jul 2021 0 repositories listed
• Physics-informed generative neural network: an application to troposphere temperature prediction
  8 Jul 2021 0 repositories listed
• Deep Metric Learning Model for Imbalanced Fault Diagnosis
  8 Jul 2021 0 repositories listed
• Synthetic Time-Series Load Data via Conditional Generative Adversarial Networks
  8 Jul 2021 0 repositories listed
• Multi-modal Affect Analysis using standardized data within subjects in the Wild
  7 Jul 2021 0 repositories listed
• On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit
  7 Jul 2021 0 repositories listed
• Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts
  6 Jul 2021 0 repositories listed
• Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification
  6 Jul 2021 0 repositories listed
• Detecting Faults during Automatic Screwdriving: A Dataset and Use Case of Anomaly Detection for Automatic Screwdriving
  5 Jul 2021 0 repositories listed
• Low-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting
  5 Jul 2021 0 repositories listed
• Near-optimal inference in adaptive linear regression
  5 Jul 2021 0 repositories listed
• Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface
  4 Jul 2021 0 repositories listed
• Randomized Neural Networks for Forecasting Time Series with Multiple Seasonality
  4 Jul 2021 0 repositories listed
• A Data-Driven Method for Recognizing Automated Negotiation Strategies
  3 Jul 2021 0 repositories listed
• Clustering of Time Series Data with Prior Geographical Information
  3 Jul 2021 0 repositories listed