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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 54 of 68: papers 5,301 to 5,400 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.

• Learning low-dimensional state embeddings and metastable clusters from time series data
  1 Jun 2019 0 repositories listed
• Context Dependent Semantic Parsing over Temporally Structured Data
  1 Jun 2019 0 repositories listed
• Using time series and natural language processing to identify viral moments in the 2016 U.S. Presidential Debate
  1 Jun 2019 0 repositories listed
• On Policy Evaluation with Aggregate Time-Series Shocks
  31 May 2019 0 repositories listed
• Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning
  31 May 2019 0 repositories listed
• Using Clinical Notes for ICU Management
  31 May 2019 0 repositories listed
• A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting
  30 May 2019 0 repositories listed
• A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends
  30 May 2019 0 repositories listed
• Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes
  30 May 2019 0 repositories listed
• Dissection of Bitcoin's Multiscale Bubble History from January 2012 to February 2018
  30 May 2019 0 repositories listed
• Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series
  30 May 2019 0 repositories listed
• Learning Temporal Causal Sequence Relationships from Real-Time Time-Series
  29 May 2019 0 repositories listed
• Learning the Non-linearity in Convolutional Neural Networks
  29 May 2019 0 repositories listed
• Deep Factors for Forecasting
  28 May 2019 0 repositories listed
• Graph-based era segmentation of international financial integration
  28 May 2019 0 repositories listed
• Kernel Estimation for Panel Data with Heterogeneous Dynamics
  27 May 2019 0 repositories listed
• TrendNets: Mapping Emerging Research Trends From Dynamic Co-Word Networks via Sparse Representation
  27 May 2019 0 repositories listed
• Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models
  26 May 2019 0 repositories listed
• Topological Data Analysis of Time Series Data for B2B Customer Relationship Management
  26 May 2019 0 repositories listed
• MQLV: Optimal Policy of Money Management in Retail Banking with Q-Learning
  24 May 2019 0 repositories listed
• Devil in the Detail: Attack Scenarios in Industrial Applications
  24 May 2019 0 repositories listed
• Generative adversarial network based on chaotic time series
  24 May 2019 0 repositories listed
• Style Transfer with Time Series: Generating Synthetic Financial Data
  24 May 2019 0 repositories listed
• Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk
  23 May 2019 0 repositories listed
• Population-based Global Optimisation Methods for Learning Long-term Dependencies with RNNs
  23 May 2019 0 repositories listed
• Quantifying Long Range Dependence in Language and User Behavior to improve RNNs
  23 May 2019 0 repositories listed
• Robust guarantees for learning an autoregressive filter
  23 May 2019 0 repositories listed
• Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection
  22 May 2019 0 repositories listed
• Effect of shapes of activation functions on predictability in the echo state network
  22 May 2019 0 repositories listed
• Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems
  22 May 2019 0 repositories listed
• Topological Feature Vectors for Chatter Detection in Turning Processes
  21 May 2019 0 repositories listed
• Conformal Prediction Interval Estimations with an Application to Day-Ahead and Intraday Power Markets
  20 May 2019 0 repositories listed
• Learning Ensembles of Anomaly Detectors on Synthetic Data
  20 May 2019 0 repositories listed
• Time Series Analysis and Forecasting of the US Housing Starts using Econometric and Machine Learning Model
  20 May 2019 0 repositories listed
• On Selecting Stable Predictors in Time Series Models
  18 May 2019 0 repositories listed
• Biosignal Generation and Latent Variable Analysis with Recurrent Generative Adversarial Networks
  17 May 2019 0 repositories listed
• Enforcing constraints for time series prediction in supervised, unsupervised and reinforcement learning
  17 May 2019 0 repositories listed
• Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection
  17 May 2019 0 repositories listed
• Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series
  16 May 2019 0 repositories listed
• TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features
  15 May 2019 0 repositories listed
• A self-organising eigenspace map for time series clustering
  14 May 2019 0 repositories listed
• Online Anomaly Detection with Sparse Gaussian Processes
  14 May 2019 0 repositories listed
• Aphids, Ants and Ladybirds: a mathematical model predicting their population dynamics
  13 May 2019 0 repositories listed
• Similarity Grouping-Guided Neural Network Modeling for Maritime Time Series Prediction
  13 May 2019 0 repositories listed
• Long Short-Term Memory with Gate and State Level Fusion for Light Field-Based Face Recognition
  11 May 2019 0 repositories listed
• Capturing Evolution Genes for Time Series Data
  10 May 2019 0 repositories listed
• Inferring Global Dynamics of a Black-Box System Using Machine Learning
  10 May 2019 0 repositories listed
• Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks
  10 May 2019 0 repositories listed
• Differential Recurrent Neural Network and its Application for Human Activity Recognition
  9 May 2019 0 repositories listed
• Generalized Dilation Neural Networks
  8 May 2019 0 repositories listed
• Unsupervised Learning through Temporal Smoothing and Entropy Maximization
  8 May 2019 0 repositories listed
• Learning Causality: Synthesis of Large-Scale Causal Networks from High-Dimensional Time Series Data
  6 May 2019 0 repositories listed
• Convolution, attention and structure embedding
  3 May 2019 0 repositories listed
• Temporal Graph Convolutional Networks for Automatic Seizure Detection
  3 May 2019 0 repositories listed
• A Novel Trend Symbolic Aggregate Approximation for Time Series
  1 May 2019 0 repositories listed
• GEOMETRIC AUGMENTATION FOR ROBUST NEURAL NETWORK CLASSIFIERS
  1 May 2019 0 repositories listed
• Neural Causal Discovery with Learnable Input Noise
  1 May 2019 0 repositories listed
• Pyramid Recurrent Neural Networks for Multi-Scale Change-Point Detection
  1 May 2019 0 repositories listed
• Surface Type Classification for Autonomous Robot Indoor Navigation
  1 May 2019 0 repositories listed
• The Expressive Power of Gated Recurrent Units as a Continuous Dynamical System
  1 May 2019 0 repositories listed
• Time-series Insights into the Process of Passing or Failing Online University Courses using Neural-Induced Interpretable Student States
  1 May 2019 0 repositories listed
• Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT)
  30 Apr 2019 0 repositories listed
• Sequence to sequence deep learning models for solar irradiation forecasting
  30 Apr 2019 0 repositories listed
• ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series Classification
  29 Apr 2019 0 repositories listed
• Curriculum Learning in Deep Neural Networks for Financial Forecasting
  29 Apr 2019 0 repositories listed
• Empirical facts characterizing banking crises: an analysis via binary time series
  29 Apr 2019 0 repositories listed
• Cough Detection Using Hidden Markov Models
  28 Apr 2019 0 repositories listed
• Rough volatility of Bitcoin
  28 Apr 2019 0 repositories listed
• Temporal-Clustering Invariance in Irregular Healthcare Time Series
  27 Apr 2019 0 repositories listed
• Discovering Common Change-Point Patterns in Functional Connectivity Across Subjects
  26 Apr 2019 0 repositories listed
• Time Series Simulation by Conditional Generative Adversarial Net
  25 Apr 2019 0 repositories listed
• Predicting Student Performance in an Educational Game Using a Hidden Markov Model
  24 Apr 2019 0 repositories listed
• Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning
  24 Apr 2019 0 repositories listed
• Community Detection and Growth Potential Prediction from Patent Citation Networks
  23 Apr 2019 0 repositories listed
• Investigating the impact of autocorrelation on time-varying connectivity
  22 Apr 2019 0 repositories listed
• Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series
  21 Apr 2019 0 repositories listed
• Random Fragments Classification of Microbial Marker Clades with Multi-class SVM and N-Best Algorithm
  19 Apr 2019 0 repositories listed
• Transfer Entropy: where Shannon meets Turing
  19 Apr 2019 0 repositories listed
• tsmp: An R Package for Time Series with Matrix Profile
  18 Apr 2019 0 repositories listed
• Human Motion Prediction via Pattern Completion in Latent Representation Space
  18 Apr 2019 0 repositories listed
• One-dimensional Deep Image Prior for Time Series Inverse Problems
  18 Apr 2019 0 repositories listed
• Forecasting Drought Using Multilayer Perceptron Artificial Neural Network Model
  17 Apr 2019 0 repositories listed
• Forecasting Weakly Correlated Time Series in Tasks of Electronic Commerce
  16 Apr 2019 0 repositories listed
• DSTP-RNN: a dual-stage two-phase attention-based recurrent neural networks for long-term and multivariate time series prediction
  16 Apr 2019 0 repositories listed
• Estimation of Cross-Sectional Dependence in Large Panels
  15 Apr 2019 0 repositories listed
• Automatic Model Building in GEFCom 2017 Qualifying Match
  12 Apr 2019 0 repositories listed
• Remaining Useful Life Estimation Using Functional Data Analysis
  12 Apr 2019 0 repositories listed
• Advanced Customer Activity Prediction based on Deep Hierarchic Encoder-Decoders
  11 Apr 2019 0 repositories listed
• Fractal Time Series Analysis of Social Network Activities
  10 Apr 2019 0 repositories listed
• Local Polynomial Estimation of Time-Varying Parameters in Nonlinear Models
  10 Apr 2019 0 repositories listed
• Generic Variance Bounds on Estimation and Prediction Errors in Time Series Analysis: An Entropy Perspective
  9 Apr 2019 0 repositories listed
• Handling temporality of clinical events with application to Adverse Drug Event detection in Electronic Health Records: A scoping review
  9 Apr 2019 0 repositories listed
• Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data
  9 Apr 2019 0 repositories listed
• Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction
  7 Apr 2019 0 repositories listed
• Short note on the behavior of recurrent neural network for noisy dynamical system
  5 Apr 2019 0 repositories listed
• Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection
  4 Apr 2019 0 repositories listed
• Decomposing Temperature Time Series with Non-Negative Matrix Factorization
  3 Apr 2019 0 repositories listed
• A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series
  1 Apr 2019 0 repositories listed
• Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks
  1 Apr 2019 0 repositories listed
• On the interplay between multiscaling and stocks dependence
  31 Mar 2019 0 repositories listed