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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 49 of 68: papers 4,801 to 4,900 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.

• New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data
  27 Mar 2020 0 repositories listed
• Real-Time Video Content Popularity Detection Based on Mean Change Point Analysis
  26 Mar 2020 0 repositories listed
• Triad State Space Construction for Chaotic Signal Classification with Deep Learning
  26 Mar 2020 0 repositories listed
• Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks
  26 Mar 2020 0 repositories listed
• Data-Driven Failure Prediction in Brittle Materials: A Phase-Field Based Machine Learning Framework
  24 Mar 2020 0 repositories listed
• Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction
  24 Mar 2020 0 repositories listed
• Scalable Deployment of AI Time-series Models for IoT
  24 Mar 2020 0 repositories listed
• TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications
  24 Mar 2020 0 repositories listed
• G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes
  23 Mar 2020 0 repositories listed
• The Internet of Things as a Deep Neural Network
  23 Mar 2020 0 repositories listed
• One model is not enough: heterogeneity in cryptocurrencies' multifractal profiles
  21 Mar 2020 0 repositories listed
• Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time
  20 Mar 2020 0 repositories listed
• Locating line and node disturbances in networks of diffusively coupled dynamical agents
  17 Mar 2020 0 repositories listed
• Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix
  17 Mar 2020 0 repositories listed
• Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions
  16 Mar 2020 0 repositories listed
• Drift-Adjusted And Arbitrated Ensemble Framework For Time Series Forecasting
  16 Mar 2020 0 repositories listed
• Market states: A new understanding
  16 Mar 2020 0 repositories listed
• PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction
  16 Mar 2020 0 repositories listed
• Time series and machine learning to forecast the water quality from satellite data
  16 Mar 2020 0 repositories listed
• Day Level Forecasting for Coronavirus Disease (COVID-19) Spread: Analysis, Modeling and Recommendations
  15 Mar 2020 0 repositories listed
• A CNN–LSTM model for gold price time-series forecasting
  14 Mar 2020 0 repositories listed
• Hybrid Cryptocurrency Pump and Dump Detection
  14 Mar 2020 0 repositories listed
• Phase-randomised Fourier transform model for the generation of synthetic wind speeds
  13 Mar 2020 0 repositories listed
• A Time Series Approach To Player Churn and Conversion in Videogames
  13 Mar 2020 0 repositories listed
• Deep learning-based sequential pattern mining for progressive database
  13 Mar 2020 0 repositories listed
• EB-dynaRE: Real-Time Adjustor for Brownian Movement with Examples of Predicting Stock Trends Based on a Novel Event-Based Supervised Learning Algorithm
  13 Mar 2020 0 repositories listed
• Dynamic Spatiotemporal Graph Neural Network with Tensor Network
  12 Mar 2020 0 repositories listed
• Nonlinear least-squares spline fitting with variable knots
  12 Mar 2020 0 repositories listed
• Linear-time inference for Gaussian Processes on one dimension
  11 Mar 2020 0 repositories listed
• A tail dependence-based MST and their topological indicators in modelling systemic risk in the European insurance sector
  10 Mar 2020 0 repositories listed
• Ambiguity in Sequential Data: Predicting Uncertain Futures with Recurrent Models
  10 Mar 2020 0 repositories listed
• Time series modelling to forecast the confirmed and recovered cases of COVID-19
  9 Mar 2020 0 repositories listed
• Hardware Architecture Proposal for TEDA algorithm to Data Streaming Anomaly Detection
  8 Mar 2020 0 repositories listed
• Progressive Growing of Neural ODEs
  8 Mar 2020 0 repositories listed
• Prediction with Spatio-temporal Point Processes with Self Organizing Decision Trees
  7 Mar 2020 0 repositories listed
• DANTE: A framework for mining and monitoring darknet traffic
  5 Mar 2020 0 repositories listed
• What went wrong and when? Instance-wise Feature Importance for Time-series Models
  5 Mar 2020 0 repositories listed
• Adaptive exponential power distribution with moving estimator for nonstationary time series
  4 Mar 2020 0 repositories listed
• Optimally adaptive Bayesian spectral density estimation for stationary and nonstationary processes
  4 Mar 2020 0 repositories listed
• Privacy-Aware Time-Series Data Sharing with Deep Reinforcement Learning
  4 Mar 2020 0 repositories listed
• CRATOS: Cognition of Reliable Algorithm for Time-series Optimal Solution
  3 Mar 2020 0 repositories listed
• Learning to Generate Time Series Conditioned Graphs with Generative Adversarial Nets
  3 Mar 2020 0 repositories listed
• Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study
  3 Mar 2020 0 repositories listed
• Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier
  2 Mar 2020 0 repositories listed
• GANs with Conditional Independence Graphs: On Subadditivity of Probability Divergences
  2 Mar 2020 0 repositories listed
• The statistical physics of discovering exogenous and endogenous factors in a chain of events
  2 Mar 2020 0 repositories listed
• Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network
  2 Mar 2020 0 repositories listed
• 1D CNN Based Network Intrusion Detection with Normalization on Imbalanced Data
  1 Mar 2020 0 repositories listed
• Online Hierarchical Forecasting for Power Consumption Data
  1 Mar 2020 0 repositories listed
• Forecasting Models for Daily Natural Gas Consumption Considering Periodic Variations and Demand Segregation
  29 Feb 2020 0 repositories listed
• Wind Speed Prediction using Deep Ensemble Learning with a Jet-like Architecture
  28 Feb 2020 0 repositories listed
• A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs
  27 Feb 2020 0 repositories listed
• Complexity Measures and Features for Times Series classification
  27 Feb 2020 0 repositories listed
• How Much Can A Retailer Sell? Sales Forecasting on Tmall
  27 Feb 2020 0 repositories listed
• Prediction of adverse events in Afghanistan: regression analysis of time series data grouped not by geographic dependencies
  27 Feb 2020 0 repositories listed
• Time Series Data Augmentation for Deep Learning: A Survey
  27 Feb 2020 0 repositories listed
• Evaluation of Temporal Complexity Reduction Techniques Applied to Storage Expansion Planning in Power System Models
  25 Feb 2020 0 repositories listed
• Geometric Fusion via Joint Delay Embeddings
  25 Feb 2020 0 repositories listed
• Multivariate time-series modeling with generative neural networks
  25 Feb 2020 0 repositories listed
• Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks
  25 Feb 2020 0 repositories listed
• Adaptive Transmit Waveform Design using Multi-Tone Sinusoidal Frequency Modulation
  24 Feb 2020 0 repositories listed
• Variational Hyper RNN for Sequence Modeling
  24 Feb 2020 0 repositories listed
• A New Unified Deep Learning Approach with Decomposition-Reconstruction-Ensemble Framework for Time Series Forecasting
  22 Feb 2020 0 repositories listed
• Longitudinal Support Vector Machines for High Dimensional Time Series
  22 Feb 2020 0 repositories listed
• RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks
  21 Feb 2020 0 repositories listed
• Forecasting Realized Volatility Matrix With Copula-Based Models
  20 Feb 2020 0 repositories listed
• SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis
  20 Feb 2020 0 repositories listed
• Conditional Mutual information-based Contrastive Loss for Financial Time Series Forecasting
  18 Feb 2020 0 repositories listed
• Network Clustering Via Kernel-ARMA Modeling and the Grassmannian The Brain-Network Case
  18 Feb 2020 0 repositories listed
• Dynamic Graph Learning based on Graph Laplacian
  17 Feb 2020 0 repositories listed
• Controlled time series generation for automotive software-in-the-loop testing using GANs
  16 Feb 2020 0 repositories listed
• Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition
  13 Feb 2020 0 repositories listed
• Forecasting adverse surgical events using self-supervised transfer learning for physiological signals
  12 Feb 2020 0 repositories listed
• Fully convolutional networks for structural health monitoring through multivariate time series classification
  12 Feb 2020 0 repositories listed
• Online Learning of the Kalman Filter with Logarithmic Regret
  12 Feb 2020 0 repositories listed
• A review on outlier/anomaly detection in time series data
  11 Feb 2020 0 repositories listed
• Exact Indexing of Time Series under Dynamic Time Warping
  11 Feb 2020 0 repositories listed
• Gaussian process imputation of multiple financial series
  11 Feb 2020 0 repositories listed
• On the statistics of scaling exponents and the Multiscaling Value at Risk
  11 Feb 2020 0 repositories listed
• Predicting Multidimensional Data via Tensor Learning
  11 Feb 2020 0 repositories listed
• Statistical analysis and stochastic interest rate modelling for valuing the future with implications in climate change mitigation
  11 Feb 2020 0 repositories listed
• Timing Excess Returns A cross-universe approach to alpha
  11 Feb 2020 0 repositories listed
• Autoencoder-based time series clustering with energy applications
  10 Feb 2020 0 repositories listed
• Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems
  10 Feb 2020 0 repositories listed
• Finding manoeuvre motifs in vehicle telematics
  10 Feb 2020 0 repositories listed
• Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series
  10 Feb 2020 0 repositories listed
• Anomaly Detection using Deep Autoencoders for in-situ Wastewater Systems Monitoring Data
  7 Feb 2020 0 repositories listed
• Equivalence relations and Lᵖ distances between time series with application to the Black Summer Australian bushfires
  7 Feb 2020 0 repositories listed
• Online change-point detection with kernels
  7 Feb 2020 0 repositories listed
• Unsupervised non-parametric change point detection in quasi-periodic signals
  7 Feb 2020 0 repositories listed
• Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data
  6 Feb 2020 0 repositories listed
• Uncovering differential equations from data with hidden variables
  6 Feb 2020 0 repositories listed
• Learning Probabilistic Intersection Traffic Models for Trajectory Prediction
  5 Feb 2020 0 repositories listed
• Sharpe Ratio Analysis in High Dimensions: Residual-Based Nodewise Regression in Factor Models
  5 Feb 2020 0 repositories listed
• Machine Learning Methods for Monitoring of Quasi-Periodic Traffic in Massive IoT Networks
  4 Feb 2020 0 repositories listed
• Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network
  3 Feb 2020 0 repositories listed
• Error-feedback stochastic modeling strategy for time series forecasting with convolutional neural networks
  3 Feb 2020 0 repositories listed
• Profit-oriented sales forecasting: a comparison of forecasting techniques from a business perspective
  3 Feb 2020 0 repositories listed
• Model Extraction Attacks against Recurrent Neural Networks
  1 Feb 2020 0 repositories listed
• Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation
  31 Jan 2020 0 repositories listed