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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 53 of 68: papers 5,201 to 5,300 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.

• LSTM-based Flow Prediction
  9 Aug 2019 0 repositories listed
• Identification of Effective Connectivity Subregions
  8 Aug 2019 0 repositories listed
• Modeling Extreme Events in Time Series Prediction
  8 Aug 2019 0 repositories listed
• NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data
  8 Aug 2019 0 repositories listed
• Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition
  8 Aug 2019 0 repositories listed
• Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation
  7 Aug 2019 0 repositories listed
• Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network
  6 Aug 2019 0 repositories listed
• Model inference for Ordinary Differential Equations by parametric polynomial kernel regression
  6 Aug 2019 0 repositories listed
• Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes
  6 Aug 2019 0 repositories listed
• Chatter Detection in Turning Using Machine Learning and Similarity Measures of Time Series via Dynamic Time Warping
  5 Aug 2019 0 repositories listed
• Developing an Unsupervised Real-time Anomaly Detection Scheme for Time Series with Multi-seasonality
  3 Aug 2019 0 repositories listed
• Inferring linear and nonlinear Interaction networks using neighborhood support vector machines
  2 Aug 2019 0 repositories listed
• Unsupervised Representation Learning and Anomaly Detection in ECG Sequences
  1 Aug 2019 0 repositories listed
• An L0-Norm Constrained Non-Negative Matrix Factorization Algorithm for the Simultaneous Disaggregation of Fixed and Shiftable Loads
  31 Jul 2019 0 repositories listed
• An anomaly prediction framework for financial IT systems using hybrid machine learning methods
  30 Jul 2019 0 repositories listed
• Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing
  30 Jul 2019 0 repositories listed
• Time Series Analysis of Big Data for Electricity Price and Demand to Find Cyber-Attacks part 2: Decomposition Analysis
  30 Jul 2019 0 repositories listed
• Is type 1 diabetes a chaotic phenomenon?
  29 Jul 2019 0 repositories listed
• Multi-modal Predictive Models of Diabetes Progression
  29 Jul 2019 0 repositories listed
• Classification of chaotic time series with deep learning
  26 Jul 2019 0 repositories listed
• Deep Generative Quantile-Copula Models for Probabilistic Forecasting
  24 Jul 2019 0 repositories listed
• Interpretable Classification of Time-Series Data using Efficient Enumerative Techniques
  24 Jul 2019 0 repositories listed
• A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices
  23 Jul 2019 0 repositories listed
• Recurrent Neural Networks: An Embedded Computing Perspective
  23 Jul 2019 0 repositories listed
• Time Series Analysis of Electricity Price and Demand to Find Cyber-attacks using Stationary Analysis
  23 Jul 2019 0 repositories listed
• TSRuleGrowth : Extraction de règles de prédiction semi-ordonnées à partir d'une série temporelle d'éléments discrets, application dans un contexte d'intelligence ambiante
  23 Jul 2019 0 repositories listed
• Classification with the matrix-variate-t distribution
  22 Jul 2019 0 repositories listed
• Failure Analysis on Multivariate Time-series Data given Uncertain Labels
  20 Jul 2019 0 repositories listed
• Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach
  19 Jul 2019 0 repositories listed
• An Adaptive Approach for Anomaly Detector Selection and Fine-Tuning in Time Series
  18 Jul 2019 0 repositories listed
• Can Machine Learning Identify Governing Laws For Dynamics in Complex Engineered Systems ? : A Study in Chemical Engineering
  18 Jul 2019 0 repositories listed
• Clustering Activity-Travel Behavior Time Series using Topological Data Analysis
  17 Jul 2019 0 repositories listed
• Meta-descent for Online, Continual Prediction
  17 Jul 2019 0 repositories listed
• Remaining Useful Lifetime Prediction via Deep Domain Adaptation
  17 Jul 2019 0 repositories listed
• End-To-End Prediction of Emotion From Heartbeat Data Collected by a Consumer Fitness Tracker
  16 Jul 2019 0 repositories listed
• Deciphering Dynamical Nonlinearities in Short Time Series Using Recurrent Neural Networks
  15 Jul 2019 0 repositories listed
• Dynamical Systems as Temporal Feature Spaces
  15 Jul 2019 0 repositories listed
• Quant GANs: Deep Generation of Financial Time Series
  15 Jul 2019 0 repositories listed
• Quick, Stat!: A Statistical Analysis of the Quick, Draw! Dataset
  15 Jul 2019 0 repositories listed
• An Artificial Spiking Quantum Neuron
  14 Jul 2019 0 repositories listed
• Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling
  14 Jul 2019 0 repositories listed
• The Use of Gaussian Processes in System Identification
  13 Jul 2019 0 repositories listed
• Automated Real-time Anomaly Detection in Human Trajectories using Sequence to Sequence Networks
  12 Jul 2019 0 repositories listed
• Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network
  10 Jul 2019 0 repositories listed
• Forecasting Time Series with VARMA Recursions on Graphs
  10 Jul 2019 0 repositories listed
• Time series cluster kernels to exploit informative missingness and incomplete label information
  10 Jul 2019 0 repositories listed
• Kernel Hypothesis Testing with Set-valued Data
  9 Jul 2019 0 repositories listed
• Non-technical Loss Detection with Statistical Profile Images Based on Semi-supervised Learning
  9 Jul 2019 0 repositories listed
• Using Temporal and Topological Features for Intrusion Detection in Operational Networks
  9 Jul 2019 0 repositories listed
• Routine Modeling with Time Series Metric Learning
  8 Jul 2019 0 repositories listed
• Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction
  6 Jul 2019 0 repositories listed
• A Quantum Field Theory of Representation Learning
  4 Jul 2019 0 repositories listed
• Action Prediction in Humans and Robots
  3 Jul 2019 0 repositories listed
• Forecasting high-dimensional dynamics exploiting suboptimal embeddings
  2 Jul 2019 0 repositories listed
• Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting
  1 Jul 2019 0 repositories listed
• Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization
  1 Jul 2019 0 repositories listed
• Maximum Entropy approach to multivariate time series randomization
  1 Jul 2019 0 repositories listed
• Predicting Treatment Initiation from Clinical Time Series Data via Graph-Augmented Time-Sensitive Model
  1 Jul 2019 0 repositories listed
• Fast Convolutive Nonnegative Matrix Factorization Through Coordinate and Block Coordinate Updates
  29 Jun 2019 0 repositories listed
• A multifactorial evaluation framework for gene regulatory network reconstruction
  28 Jun 2019 0 repositories listed
• An Improvement of PAA on Trend-Based Approximation for Time Series
  28 Jun 2019 0 repositories listed
• Anomaly Subsequence Detection with Dynamic Local Density for Time Series
  28 Jun 2019 0 repositories listed
• MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data
  28 Jun 2019 0 repositories listed
• Teaching DNNs to design fast fashion
  27 Jun 2019 0 repositories listed
• Clustering piecewise stationary processes
  26 Jun 2019 0 repositories listed
• Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection
  26 Jun 2019 0 repositories listed
• A Self-supervised Approach to Hierarchical Forecasting with Applications to Groupwise Synthetic Controls
  25 Jun 2019 0 repositories listed
• Traffic Flow Combination Forecasting Method Based on Improved LSTM and ARIMA
  25 Jun 2019 0 repositories listed
• Visualizing High Dimensional Dynamical Processes
  25 Jun 2019 0 repositories listed
• Long Short-Term Memory Neural Networks for False Information Attack Detection in Software-Defined In-Vehicle Network
  24 Jun 2019 0 repositories listed
• Metaheuristics optimized feedforward neural networks for efficient stock price prediction
  23 Jun 2019 0 repositories listed
• Learning from weakly dependent data under Dobrushin's condition
  21 Jun 2019 0 repositories listed
• Multifractal cross-correlations between the World Oil and other Financial Markets in 2012-2017
  21 Jun 2019 0 repositories listed
• Automatic estimation of heading date of paddy rice using deep learning
  19 Jun 2019 0 repositories listed
• Normalizing flows for novelty detection in industrial time series data
  17 Jun 2019 0 repositories listed
• Anomaly Detection with HMM Gauge Likelihood Analysis
  14 Jun 2019 0 repositories listed
• Real-Time Privacy-Preserving Data Release for Smart Meters
  14 Jun 2019 0 repositories listed
• A Variational Autoencoder for Probabilistic Non-Negative Matrix Factorisation
  13 Jun 2019 0 repositories listed
• Real-time Prediction of Bitcoin Bubble Crashes
  13 Jun 2019 0 repositories listed
• Time scales in stock markets
  13 Jun 2019 0 repositories listed
• Warping Resilient Scalable Anomaly Detection in Time Series
  12 Jun 2019 0 repositories listed
• Efficient Kernel-based Subsequence Search for User Identification from Walking Activity
  11 Jun 2019 0 repositories listed
• Efficient structure learning with automatic sparsity selection for causal graph processes
  11 Jun 2019 0 repositories listed
• Extending Deep Learning Models for Limit Order Books to Quantile Regression
  11 Jun 2019 0 repositories listed
• Trip Table Estimation and Prediction for Dynamic Traffic Assignment Applications
  11 Jun 2019 0 repositories listed
• Evaluating aleatoric and epistemic uncertainties of time series deep learning models for soil moisture predictions
  10 Jun 2019 0 repositories listed
• A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS
  7 Jun 2019 0 repositories listed
• A Statistical Recurrent Stochastic Volatility Model for Stock Markets
  7 Jun 2019 0 repositories listed
• Energy Predictive Models with Limited Data using Transfer Learning
  6 Jun 2019 0 repositories listed
• Evolution of Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences
  6 Jun 2019 0 repositories listed
• Application of Machine Learning to accidents detection at directional drilling
  6 Jun 2019 0 repositories listed
• Mutual Information and the Edge of Chaos in Reservoir Computers
  6 Jun 2019 0 repositories listed
• ZeLiC and ZeChipC: Time Series Interpolation Methods for Lebesgue or Event-based Sampling
  6 Jun 2019 0 repositories listed
• Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian
  5 Jun 2019 0 repositories listed
• Neural Learning of Online Consumer Credit Risk
  5 Jun 2019 0 repositories listed
• Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization
  3 Jun 2019 0 repositories listed
• Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA
  3 Jun 2019 0 repositories listed
• A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series
  3 Jun 2019 0 repositories listed
• Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes
  1 Jun 2019 0 repositories listed
• Super-resolution of Time-series Labels for Bootstrapped Event Detection
  1 Jun 2019 0 repositories listed