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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 45 of 68: papers 4,401 to 4,500 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.

• A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting
  25 Sep 2020 0 repositories listed
• A first econometric analysis of the CRIX family
  25 Sep 2020 0 repositories listed
• Deep Learning based Covert Attack Identification for Industrial Control Systems
  25 Sep 2020 0 repositories listed
• Predicting Parkinson's Disease with Multimodal Irregularly Collected Longitudinal Smartphone Data
  25 Sep 2020 0 repositories listed
• Cloud Cover Nowcasting with Deep Learning
  24 Sep 2020 0 repositories listed
• A Linear Transportation Lᵖ Distance for Pattern Recognition
  23 Sep 2020 0 repositories listed
• Limit Theorems for Factor Models
  23 Sep 2020 0 repositories listed
• CoVaR with volatility clustering, heavy tails and non-linear dependence
  22 Sep 2020 0 repositories listed
• Vertical Power Flow Forecast with LSTMs Using Regular Training Update Strategies
  22 Sep 2020 0 repositories listed
• A Sequential Modelling Approach for Indoor Temperature Prediction and Heating Control in Smart Buildings
  21 Sep 2020 0 repositories listed
• A Time Series Data Analysis of Indian Commercial Dynamism
  21 Sep 2020 0 repositories listed
• From Static to Dynamic Node Embeddings
  21 Sep 2020 0 repositories listed
• Latent State Inference in a Spatiotemporal Generative Model
  21 Sep 2020 0 repositories listed
• Mapping horizontal and vertical urban densification in Denmark with Landsat time-series from 1985 to 2018: a semantic segmentation solution
  21 Sep 2020 0 repositories listed
• Breaking Symmetries of the Reservoir Equations in Echo State Networks
  21 Sep 2020 0 repositories listed
• Subjective Metrics-based Cloud Market Performance Prediction
  21 Sep 2020 0 repositories listed
• Survey of explainable machine learning with visual and granular methods beyond quasi-explanations
  21 Sep 2020 0 repositories listed
• Transient Classification in low SNR Gravitational Wave data using Deep Learning
  20 Sep 2020 0 repositories listed
• Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting
  18 Sep 2020 0 repositories listed
• Explainable boosted linear regression for time series forecasting
  18 Sep 2020 0 repositories listed
• Forecasting time series with encoder-decoder neural networks
  18 Sep 2020 0 repositories listed
• Recurrent Graph Tensor Networks: A Low-Complexity Framework for Modelling High-Dimensional Multi-Way Sequence
  18 Sep 2020 0 repositories listed
• Automatic deep learning for trend prediction in time series data
  17 Sep 2020 0 repositories listed
• Indoor environment data time-series reconstruction using autoencoder neural networks
  17 Sep 2020 0 repositories listed
• An analysis of deep neural networks for predicting trends in time series data
  16 Sep 2020 0 repositories listed
• Efficient Variational Bayes Learning of Graphical Models with Smooth Structural Changes
  16 Sep 2020 0 repositories listed
• Simplicial persistence of financial markets: filtering, generative processes and portfolio risk
  16 Sep 2020 0 repositories listed
• Time your hedge with Deep Reinforcement Learning
  16 Sep 2020 0 repositories listed
• Demand Forecasting of Individual Probability Density Functions with Machine Learning
  15 Sep 2020 0 repositories listed
• Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems
  15 Sep 2020 0 repositories listed
• Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion
  15 Sep 2020 0 repositories listed
• Recent scaling properties of Bitcoin price returns
  15 Sep 2020 0 repositories listed
• Healthcare Cost Prediction: Leveraging Fine-grain Temporal Patterns
  14 Sep 2020 0 repositories listed
• Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction
  14 Sep 2020 0 repositories listed
• Identifying Grey-box Thermal Models with Bayesian Neural Networks
  13 Sep 2020 0 repositories listed
• Accelerated solving of coupled, non-linear ODEs through LSTM-AI
  11 Sep 2020 0 repositories listed
• Covid-19 impact on cryptocurrencies: evidence from a wavelet-based Hurst exponent
  11 Sep 2020 0 repositories listed
• Machine Learning for Temporal Data in Finance: Challenges and Opportunities
  11 Sep 2020 0 repositories listed
• RF-Based Low-SNR Classification of UAVs Using Convolutional Neural Networks
  11 Sep 2020 0 repositories listed
• Spatio-Temporal Functional Neural Networks
  11 Sep 2020 0 repositories listed
• Symplectic Gaussian Process Regression of Hamiltonian Flow Maps
  11 Sep 2020 0 repositories listed
• Actionable Interpretation of Machine Learning Models for Sequential Data: Dementia-related Agitation Use Case
  10 Sep 2020 0 repositories listed
• Data-Driven Fault Diagnosis Analysis and Open-Set Classification of Time-Series Data
  10 Sep 2020 0 repositories listed
• Large-scale nonlinear Granger causality: A data-driven, multivariate approach to recovering directed networks from short time-series data
  10 Sep 2020 0 repositories listed
• Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series
  10 Sep 2020 0 repositories listed
• Forecasting financial markets with semantic network analysis in the COVID-19 crisis
  9 Sep 2020 0 repositories listed
• Linear Temporal Public Announcement Logic: a new perspective for reasoning about the knowledge of multi-classifiers
  8 Sep 2020 0 repositories listed
• Multivariable times series classification through an interpretable representation
  8 Sep 2020 0 repositories listed
• Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People
  8 Sep 2020 0 repositories listed
• Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting
  8 Sep 2020 0 repositories listed
• Deep Learning, Predictability, and Optimal Portfolio Returns
  7 Sep 2020 0 repositories listed
• A Genetic Feature Selection Based Two-stream Neural Network for Anger Veracity Recognition
  6 Sep 2020 0 repositories listed
• Spatio-Temporal Activation Function To Map Complex Dynamical Systems
  6 Sep 2020 0 repositories listed
• COVID-19: Tail Risk and Predictive Regressions
  5 Sep 2020 0 repositories listed
• Policy Gradient Reinforcement Learning for Policy Represented by Fuzzy Rules: Application to Simulations of Speed Control of an Automobile
  4 Sep 2020 0 repositories listed
• Proximity Sensing: Modeling and Understanding Noisy RSSI-BLE Signals and Other Mobile Sensor Data for Digital Contact Tracing
  4 Sep 2020 0 repositories listed
• A Robust Score-Driven Filter for Multivariate Time Series
  3 Sep 2020 0 repositories listed
• A Review of Wind Speed and Wind Power Forecasting Techniques
  2 Sep 2020 0 repositories listed
• Application of LSTM architectures for next frame forecasting in Sentinel-1 images time series
  2 Sep 2020 0 repositories listed
• LAVARNET: Neural Network Modeling of Causal Variable Relationships for Multivariate Time Series Forecasting
  2 Sep 2020 0 repositories listed
• Travel time prediction for congested freeways with a dynamic linear model
  2 Sep 2020 0 repositories listed
• MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales
  1 Sep 2020 0 repositories listed
• Convolutional Neural Network-Bagged Decision Tree: A hybrid approach to reduce electric vehicle's driver's range anxiety by estimating energy consumption in real-time
  31 Aug 2020 0 repositories listed
• Data Anomaly Detection for Structural Health Monitoring of Bridges using Shapelet Transform
  31 Aug 2020 0 repositories listed
• Effects of Correlated Noise on the Performance of Persistence Based Dynamic State Detection Methods
  31 Aug 2020 0 repositories listed
• The Computational Capacity of LRC, Memristive and Hybrid Reservoirs
  31 Aug 2020 0 repositories listed
• Benchmarking adversarial attacks and defenses for time-series data
  30 Aug 2020 0 repositories listed
• Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression
  29 Aug 2020 0 repositories listed
• Fast Partial Fourier Transform
  28 Aug 2020 0 repositories listed
• DeepFolio: Convolutional Neural Networks for Portfolios with Limit Order Book Data
  27 Aug 2020 0 repositories listed
• Koopman Mode Decomposition of Oscillatory Temperature Field inside a Room
  27 Aug 2020 0 repositories listed
• Learning Compact Physics-Aware Delayed Photocurrent Models Using Dynamic Mode Decomposition
  27 Aug 2020 0 repositories listed
• Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction
  26 Aug 2020 0 repositories listed
• Investigation of Flash Crash via Topological Data Analysis
  26 Aug 2020 0 repositories listed
• Automated Model Selection for Time-Series Anomaly Detection
  25 Aug 2020 0 repositories listed
• Comparative Computational Analysis of Global Structure in Canonical, Non-Canonical and Non-Literary Texts
  25 Aug 2020 0 repositories listed
• Photonic reservoir computer based on frequency multiplexing
  25 Aug 2020 0 repositories listed
• Prediction of Hilbertian autoregressive processes : a Recurrent Neural Network approach
  25 Aug 2020 0 repositories listed
• ATM Cash demand forecasting in an Indian Bank with chaos and deep learning
  24 Aug 2020 0 repositories listed
• DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction
  22 Aug 2020 0 repositories listed
• Seasonal-adjustment Based Feature Selection Method for Large-scale Search Engine Logs
  22 Aug 2020 0 repositories listed
• Evaluating Machine Learning Models for the Fast Identification of Contingency Cases
  21 Aug 2020 0 repositories listed
• Spectral independent component analysis with noise modeling for M/EEG source separation
  21 Aug 2020 0 repositories listed
• Exact Tests for Offline Changepoint Detection in Multichannel Binary and Count Data with Application to Networks
  20 Aug 2020 0 repositories listed
• Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting
  20 Aug 2020 0 repositories listed
• The Canonical Interval Forest (CIF) Classifier for Time Series Classification
  20 Aug 2020 0 repositories listed
• MTHetGNN: A Heterogeneous Graph Embedding Framework for Multivariate Time Series Forecasting
  19 Aug 2020 0 repositories listed
• A Formally Robust Time Series Distance Metric
  18 Aug 2020 0 repositories listed
• Generative Adversarial Networks for Spatio-temporal Data: A Survey
  18 Aug 2020 0 repositories listed
• Long vs Short Time Scales: the Rough Dilemma and Beyond
  18 Aug 2020 0 repositories listed
• Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting
  18 Aug 2020 0 repositories listed
• Predicting Future Sales of Retail Products using Machine Learning
  18 Aug 2020 0 repositories listed
• 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