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Time Series

Papers archive 2025-07-28

archive papers tagged: 9,169 · with a code link: 2,973 · where Syntology ran a sample: 647 (559 with a run with no instrument failure, 88 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (647 of 9,169 tagged: 559 with a run with no instrument failure, 88 where every run was a failure of Syntology's instrument)

Page 82 of 92: papers 8,101 to 8,200 of 9,169, 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.

• Data-driven Air Quality Characterisation for Urban Environments: a Case Study
  1 Dec 2018 0 repositories listed
• Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders
  1 Dec 2018 0 repositories listed
• Multivariate Time Series Imputation with Generative Adversarial Networks
  1 Dec 2018 0 repositories listed
• ADSaS: Comprehensive Real-time Anomaly Detection System
  30 Nov 2018 0 repositories listed
• Anomaly Detection Models for IoT Time Series Data
  30 Nov 2018 0 repositories listed
• Deep Factors with Gaussian Processes for Forecasting
  30 Nov 2018 0 repositories listed
• Deep Multimodal Learning: An Effective Method for Video Classification
  30 Nov 2018 0 repositories listed
• A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics
  29 Nov 2018 0 repositories listed
• Deep Haar Scattering Networks in Pattern Recognition: A promising approach
  29 Nov 2018 0 repositories listed
• Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning
  29 Nov 2018 0 repositories listed
• Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale
  29 Nov 2018 0 repositories listed
• Recurrent Deep Divergence-based Clustering for simultaneous feature learning and clustering of variable length time series
  29 Nov 2018 0 repositories listed
• Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks
  28 Nov 2018 0 repositories listed
• Lagged correlation-based deep learning for directional trend change prediction in financial time series
  27 Nov 2018 0 repositories listed
• Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification
  26 Nov 2018 0 repositories listed
• Seasonal Stochastic Volatility and the Samuelson Effect in Agricultural Futures Markets
  22 Nov 2018 0 repositories listed
• Multivariate Forecasting of Crude Oil Spot Prices using Neural Networks
  21 Nov 2018 0 repositories listed
• Black-Box Autoregressive Density Estimation for State-Space Models
  20 Nov 2018 0 repositories listed
• Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables
  20 Nov 2018 0 repositories listed
• Entropy and Transfer Entropy: The Dow Jones and the build up to the 1997 Asian Crisis
  20 Nov 2018 0 repositories listed
• Fading of collective attention shapes the evolution of linguistic variants
  20 Nov 2018 0 repositories listed
• Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers
  20 Nov 2018 0 repositories listed
• Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition
  19 Nov 2018 0 repositories listed
• Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis
  18 Nov 2018 0 repositories listed
• Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior
  15 Nov 2018 0 repositories listed
• Short-Term Wind-Speed Forecasting Using Kernel Spectral Hidden Markov Models
  15 Nov 2018 0 repositories listed
• Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting
  15 Nov 2018 0 repositories listed
• Adversarial Unsupervised Representation Learning for Activity Time-Series
  14 Nov 2018 0 repositories listed
• Fast Distribution Grid Line Outage Identification with μPMU
  14 Nov 2018 0 repositories listed
• Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection
  14 Nov 2018 0 repositories listed
• Structural Damage Detection and Localization with Unknown Post-Damage Feature Distribution Using Sequential Change-Point Detection Method
  14 Nov 2018 0 repositories listed
• Assessing biological models using topological data analysis
  12 Nov 2018 0 repositories listed
• Learning Representations of Missing Data for Predicting Patient Outcomes
  12 Nov 2018 0 repositories listed
• StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures
  10 Nov 2018 0 repositories listed
• EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction
  9 Nov 2018 0 repositories listed
• Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series
  8 Nov 2018 0 repositories listed
• Estimating Network Structure from Incomplete Event Data
  7 Nov 2018 0 repositories listed
• Time Series Classification to Improve Poultry Welfare
  7 Nov 2018 0 repositories listed
• Nonlinear Evolution via Spatially-Dependent Linear Dynamics for Electrophysiology and Calcium Data
  6 Nov 2018 0 repositories listed
• Day-ahead time series forecasting: application to capacity planning
  6 Nov 2018 0 repositories listed
• Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile
  5 Nov 2018 0 repositories listed
• Can automated smoothing significantly improve benchmark time series classification algorithms?
  1 Nov 2018 0 repositories listed
• Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction
  1 Nov 2018 0 repositories listed
• PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion
  1 Nov 2018 0 repositories listed
• Contrastive Multivariate Singular Spectrum Analysis
  31 Oct 2018 0 repositories listed
• Bayesian nonparametric sparse VAR models
  29 Oct 2018 0 repositories listed
• Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality
  29 Oct 2018 0 repositories listed
• Time series clustering based on the characterisation of segment typologies
  27 Oct 2018 0 repositories listed
• Wi-Motion: A Robust Human Activity Recognition Using WiFi Signals
  27 Oct 2018 0 repositories listed
• Deep Poisson gamma dynamical systems
  26 Oct 2018 0 repositories listed
• DeepDPM: Dynamic Population Mapping via Deep Neural Network
  25 Oct 2018 0 repositories listed
• Deep Learning with Long Short-Term Memory for Time Series Prediction
  24 Oct 2018 0 repositories listed
• Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN
  24 Oct 2018 0 repositories listed
• Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders
  23 Oct 2018 0 repositories listed
• Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach
  23 Oct 2018 0 repositories listed
• Dynamic Likelihood-free Inference via Ratio Estimation (DIRE)
  23 Oct 2018 0 repositories listed
• Using Deep Learning for price prediction by exploiting stationary limit order book features
  23 Oct 2018 0 repositories listed
• Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing
  21 Oct 2018 0 repositories listed
• A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments
  17 Oct 2018 0 repositories listed
• Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks
  17 Oct 2018 0 repositories listed
• Study of non-linear viscoelastic behavior of the human red blood cell
  17 Oct 2018 0 repositories listed
• Specific low frequency electromagnetic fields induce epigenetic and functional changes in U937 cells
  15 Oct 2018 0 repositories listed
• Discretizing Logged Interaction Data Biases Learning for Decision-Making
  6 Oct 2018 0 repositories listed
• Concept-drifting Data Streams are Time Series; The Case for Continuous Adaptation
  4 Oct 2018 0 repositories listed
• Robust multivariate and functional archetypal analysis with application to financial time series analysis
  1 Oct 2018 0 repositories listed
• HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting
  28 Sep 2018 0 repositories listed
• A NOVEL VARIATIONAL FAMILY FOR HIDDEN NON-LINEAR MARKOV MODELS
  27 Sep 2018 0 repositories listed
• A Short Survey of Topological Data Analysis in Time Series and Systems Analysis
  27 Sep 2018 0 repositories listed
• Exploring the interpretability of LSTM neural networks over multi-variable data
  27 Sep 2018 0 repositories listed
• Multi-task Learning for Financial Forecasting
  27 Sep 2018 0 repositories listed
• Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk
  27 Sep 2018 0 repositories listed
• Unified recurrent network for many feature types
  27 Sep 2018 0 repositories listed
• Using Autoencoders To Learn Interesting Features For Detecting Surveillance Aircraft
  27 Sep 2018 0 repositories listed
• A Comparative Study: Adaptive Fuzzy Inference Systems for Energy Prediction in Urban Buildings
  24 Sep 2018 0 repositories listed
• Complex market dynamics in the light of random matrix theory
  24 Sep 2018 0 repositories listed
• Unified recurrent neural network for many feature types
  24 Sep 2018 0 repositories listed
• DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn
  20 Sep 2018 0 repositories listed
• Human activity recognition based on time series analysis using U-Net
  20 Sep 2018 0 repositories listed
• Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data
  20 Sep 2018 0 repositories listed
• Ordinal Synchronization: Using ordinal patterns to capture interdependencies between time series
  19 Sep 2018 0 repositories listed
• A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine
  18 Sep 2018 0 repositories listed
• From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers
  18 Sep 2018 0 repositories listed
• Mind Your POV: Convergence of Articles and Editors Towards Wikipedia's Neutrality Norm
  18 Sep 2018 0 repositories listed
• Similarity measure for Public Persons
  17 Sep 2018 0 repositories listed
• A Time Series Graph Cut Image Segmentation Scheme for Liver Tumors
  13 Sep 2018 0 repositories listed
• Cluster Variational Approximations for Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data
  12 Sep 2018 0 repositories listed
• Memristive LSTM network hardware architecture for time-series predictive modeling problem
  10 Sep 2018 0 repositories listed
• Change-Point Testing for Risk Measures in Time Series
  7 Sep 2018 0 repositories listed
• Revisiting Inaccuracies of Time Series Averaging under Dynamic Time Warping
  7 Sep 2018 0 repositories listed
• Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters
  6 Sep 2018 0 repositories listed
• From FATS to feets: Further improvements to an astronomical feature extraction tool based on machine learning
  6 Sep 2018 0 repositories listed
• Scalable Learning in Reproducing Kernel Krein Spaces
  6 Sep 2018 0 repositories listed
• One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing
  6 Sep 2018 0 repositories listed
• VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading
  5 Sep 2018 0 repositories listed
• A Deep Learning Spatiotemporal Prediction Framework for Mobile Crowdsourced Services
  4 Sep 2018 0 repositories listed
• Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results
  29 Aug 2018 0 repositories listed
• Exponential inequalities for nonstationary Markov Chains
  27 Aug 2018 0 repositories listed
• Testing of Binary Regime Switching Models using Squeeze Duration Analysis
  25 Aug 2018 0 repositories listed
• Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing
  24 Aug 2018 0 repositories listed
• SeriesNet:A Generative Time Series Forecasting Model
  23 Aug 2018 0 repositories listed