Browse State-of-the-Art › Time Series Analysis › Papers, page 50

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 50 of 68: papers 4,901 to 5,000 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.

• Towards a Kernel based Uncertainty Decomposition Framework for Data and Models
  30 Jan 2020 0 repositories listed
• A Time-Series Distribution Test System Based on Real Utility Data
  29 Jan 2020 0 repositories listed
• Ensemble Grammar Induction For Detecting Anomalies in Time Series
  29 Jan 2020 0 repositories listed
• Signatures of brain criticality unveiled by maximum entropy analysis across cortical states
  29 Jan 2020 0 repositories listed
• Analysis, Online Estimation, and Validation of a Competing Virus Model
  28 Jan 2020 0 repositories listed
• Dynamic clustering of time series data
  28 Jan 2020 0 repositories listed
• TDEFSI: Theory Guided Deep Learning Based Epidemic Forecasting with Synthetic Information
  28 Jan 2020 0 repositories listed
• WISDoM: characterizing neurological timeseries with the Wishart distribution
  28 Jan 2020 0 repositories listed
• Bayesian nonparametric shared multi-sequence time series segmentation
  27 Jan 2020 0 repositories listed
• Machine Learning for a Music Glove Instrument
  27 Jan 2020 0 repositories listed
• Multi-label Prediction in Time Series Data using Deep Neural Networks
  27 Jan 2020 0 repositories listed
• Semi-metric portfolio optimization: a new algorithm reducing simultaneous asset shocks
  26 Jan 2020 0 repositories listed
• Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning
  26 Jan 2020 0 repositories listed
• RePAD: Real-time Proactive Anomaly Detection for Time Series
  24 Jan 2020 0 repositories listed
• A Bayesian Long Short-Term Memory Model for Value at Risk and Expected Shortfall Joint Forecasting
  23 Jan 2020 0 repositories listed
• Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data
  23 Jan 2020 0 repositories listed
• Stacked Boosters Network Architecture for Short Term Load Forecasting in Buildings
  23 Jan 2020 0 repositories listed
• A Multi-Scale Tensor Network Architecture for Classification and Regression
  22 Jan 2020 0 repositories listed
• Causality based Feature Fusion for Brain Neuro-Developmental Analysis
  22 Jan 2020 0 repositories listed
• Data-Driven Approach for Uncertainty Propagation and Reachability Analysis in Dynamical Systems
  21 Jan 2020 0 repositories listed
• Motif Difference Field: A Simple and Effective Image Representation of Time Series for Classification
  21 Jan 2020 0 repositories listed
• A Dynamic Bayesian Model for Interpretable Decompositions of Market Behaviour
  20 Jan 2020 0 repositories listed
• Folded Graph Signals: Sensing with Unlimited Dynamic Range
  20 Jan 2020 0 repositories listed
• Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network
  18 Jan 2020 0 repositories listed
• Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximization
  17 Jan 2020 0 repositories listed
• Human-like Time Series Summaries via Trend Utility Estimation
  16 Jan 2020 0 repositories listed
• Inferring Individual Level Causal Models from Graph-based Relational Time Series
  16 Jan 2020 0 repositories listed
• Stream-Flow Forecasting of Small Rivers Based on LSTM
  16 Jan 2020 0 repositories listed
• For2For: Learning to forecast from forecasts
  14 Jan 2020 0 repositories listed
• IoT Network Behavioral Fingerprint Inference with Limited Network Trace for Cyber Investigation: A Meta Learning Approach
  14 Jan 2020 0 repositories listed
• Relational State-Space Model for Stochastic Multi-Object Systems
  13 Jan 2020 0 repositories listed
• Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models
  10 Jan 2020 0 repositories listed
• Projection assisted Dynamic Mode Decomposition of large scale data
  10 Jan 2020 0 repositories listed
• Temporally Folded Convolutional Neural Networks for Sequence Forecasting
  10 Jan 2020 0 repositories listed
• Forecasting NIFTY 50 benchmark Index using Seasonal ARIMA time series models
  9 Jan 2020 0 repositories listed
• Supervised Hyperalignment for multi-subject fMRI data alignment
  9 Jan 2020 0 repositories listed
• Don't Forget The Past: Recurrent Depth Estimation from Monocular Video
  8 Jan 2020 0 repositories listed
• Scalable Hybrid HMM with Gaussian Process Emission for Sequential Time-series Data Clustering
  7 Jan 2020 0 repositories listed
• Data Curves Clustering Using Common Patterns Detection
  5 Jan 2020 0 repositories listed
• Prediction of MRI Hardware Failures based on Image Features using Time Series Classification
  5 Jan 2020 0 repositories listed
• Temporal Tensor Transformation Network for Multivariate Time Series Prediction
  4 Jan 2020 0 repositories listed
• A Deep Structural Model for Analyzing Correlated Multivariate Time Series
  2 Jan 2020 0 repositories listed
• Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability
  2 Jan 2020 0 repositories listed
• Core-Collapse Supernova Gravitational-Wave Search and Deep Learning Classification
  1 Jan 2020 0 repositories listed
• Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation
  1 Jan 2020 0 repositories listed
• Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations
  1 Jan 2020 0 repositories listed
• Improved Modeling of Complex Systems Using Hybrid Physics/Machine Learning/Stochastic Models
  1 Jan 2020 0 repositories listed
• INFERENCE, PREDICTION, AND ENTROPY RATE OF CONTINUOUS-TIME, DISCRETE-EVENT PROCESSES
  1 Jan 2020 0 repositories listed
• Evidence of disorientation towards immunization on online social media after contrasting political communication on vaccines. Results from an analysis of Twitter data in Italy
  31 Dec 2019 0 repositories listed
• Interpretable Conservation Law Estimation by Deriving the Symmetries of Dynamics from Trained Deep Neural Networks
  31 Dec 2019 0 repositories listed
• Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control
  29 Dec 2019 0 repositories listed
• Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach
  27 Dec 2019 0 repositories listed
• Use Short Isometric Shapelets to Accelerate Binary Time Series Classification
  27 Dec 2019 0 repositories listed
• Alpha Discovery Neural Network based on Prior Knowledge
  26 Dec 2019 0 repositories listed
• A Gated Recurrent Unit Approach to Bitcoin Price Prediction
  24 Dec 2019 0 repositories listed
• Evolutionary Dynamics of Investors Expectations and Market Price Movement
  24 Dec 2019 0 repositories listed
• Visual Evaluation of Generative Adversarial Networks for Time Series Data
  23 Dec 2019 0 repositories listed
• On the Initialization of Long Short-Term Memory Networks
  22 Dec 2019 0 repositories listed
• Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction
  21 Dec 2019 0 repositories listed
• Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation
  20 Dec 2019 0 repositories listed
• Features or Shape? Tackling the False Dichotomy of Time Series Classification
  20 Dec 2019 0 repositories listed
• Monetary Policy and Wealth Inequalities in Great Britain: Assessing the role of unconventional policies for a decade of household data
  20 Dec 2019 0 repositories listed
• "The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering
  20 Dec 2019 0 repositories listed
• Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovations
  19 Dec 2019 0 repositories listed
• Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks
  18 Dec 2019 0 repositories listed
• Water Supply Prediction Based on Initialized Attention Residual Network
  17 Dec 2019 0 repositories listed
• A posteriori Trading-inspired Model-free Time Series Segmentation
  16 Dec 2019 0 repositories listed
• Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data
  15 Dec 2019 0 repositories listed
• Changes to the extreme and erratic behaviour of cryptocurrencies during COVID-19
  12 Dec 2019 0 repositories listed
• Containment strategies and statistical measures for the control of Bovine Viral Diarrhea spread in livestock trade networks
  12 Dec 2019 0 repositories listed
• GPRInvNet: Deep Learning-Based Ground Penetrating Radar Data Inversion for Tunnel Lining
  12 Dec 2019 0 repositories listed
• Modified Computation of Correlation Integral for Analyzing Epileptic Signals
  12 Dec 2019 0 repositories listed
• Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet
  11 Dec 2019 0 repositories listed
• Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2
  11 Dec 2019 0 repositories listed
• Hidden Markov Model: Tutorial
  10 Dec 2019 0 repositories listed
• An empirical study of neural networks for trend detection in time series
  9 Dec 2019 0 repositories listed
• InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers
  9 Dec 2019 0 repositories listed
• Machine learning models show similar performance to Renewables.ninja for generation of long-term wind power time series even without location information
  9 Dec 2019 0 repositories listed
• Data Exploration and Validation on dense knowledge graphs for biomedical research
  8 Dec 2019 0 repositories listed
• Automatic Financial Feature Construction
  8 Dec 2019 0 repositories listed
• Improved PAC-Bayesian Bounds for Linear Regression
  6 Dec 2019 0 repositories listed
• Modeling the Chlorophyll-a from Sea Surface Reflectance in West Africa by Deep Learning Methods: A Comparison of Multiple Algorithms
  6 Dec 2019 0 repositories listed
• Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization
  5 Dec 2019 0 repositories listed
• Reinforcement Learning with Convolutional Reservoir Computing
  5 Dec 2019 0 repositories listed
• Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links
  5 Dec 2019 0 repositories listed
• Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data
  4 Dec 2019 0 repositories listed
• Regression with Uncertainty Quantification in Large Scale Complex Data
  4 Dec 2019 0 repositories listed
• Classifying Pattern and Feature Properties to Get a Θ(n) Checker and Reformulation for Sliding Time-Series Constraints
  3 Dec 2019 0 repositories listed
• Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia
  3 Dec 2019 0 repositories listed
• Capacity of the covariance perceptron
  2 Dec 2019 0 repositories listed
• Differential Bayesian Neural Nets
  2 Dec 2019 0 repositories listed
• Machine learning applications in time series hierarchical forecasting
  1 Dec 2019 0 repositories listed
• Perceiving the arrow of time in autoregressive motion
  1 Dec 2019 0 repositories listed
• Time-series Generative Adversarial Networks
  1 Dec 2019 0 repositories listed
• Training Distributed Deep Recurrent Neural Networks with Mixed Precision on GPU Clusters
  30 Nov 2019 0 repositories listed
• A Multilayered Block Network Model to Forecast Large Dynamic Transportation Graphs: an Application to US Air Transport
  29 Nov 2019 0 repositories listed
• On model selection for scalable time series forecasting in transport networks
  29 Nov 2019 0 repositories listed
• Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019
  29 Nov 2019 0 repositories listed
• Analysis of Hydrological and Suspended Sediment Events from Mad River Watershed using Multivariate Time Series Clustering
  28 Nov 2019 0 repositories listed
• Application of Time Series Analysis to Traffic Accidents in Los Angeles
  28 Nov 2019 0 repositories listed