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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 59 of 68: papers 5,801 to 5,900 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.

• Construction of neural networks for realization of localized deep learning
  9 Mar 2018 0 repositories listed
• DeepMoTIon: Learning to Navigate Like Humans
  9 Mar 2018 0 repositories listed
• Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model
  9 Mar 2018 0 repositories listed
• Improving Optimization for Models With Continuous Symmetry Breaking
  8 Mar 2018 0 repositories listed
• Fast Robust Methods for Singular State-Space Models
  7 Mar 2018 0 repositories listed
• Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization
  6 Mar 2018 0 repositories listed
• SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction
  4 Mar 2018 0 repositories listed
• Model-Based Clustering and Classification of Functional Data
  1 Mar 2018 0 repositories listed
• Synthetic Control Methods and Big Data
  28 Feb 2018 0 repositories listed
• A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications
  27 Feb 2018 0 repositories listed
• Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes
  26 Feb 2018 0 repositories listed
• Symmetric thermal optimal path and time-dependent lead-lag relationship: Novel statistical tests and application to UK and US real-estate and monetary policies
  24 Feb 2018 0 repositories listed
• Time Series Learning using Monotonic Logical Properties
  24 Feb 2018 0 repositories listed
• Diffusion Maps meet Nyström
  23 Feb 2018 0 repositories listed
• Deep learning algorithm for data-driven simulation of noisy dynamical system
  22 Feb 2018 0 repositories listed
• Learning Causally-Generated Stationary Time Series
  22 Feb 2018 0 repositories listed
• Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification
  22 Feb 2018 0 repositories listed
• Structured low-rank matrix completion for forecasting in time series analysis
  22 Feb 2018 0 repositories listed
• Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks
  21 Feb 2018 0 repositories listed
• Emulating dynamic non-linear simulators using Gaussian processes
  21 Feb 2018 0 repositories listed
• Nonparametric Bayesian Sparse Graph Linear Dynamical Systems
  21 Feb 2018 0 repositories listed
• On Lyapunov exponents and adversarial perturbation
  20 Feb 2018 0 repositories listed
• Deep Echo State Networks for Diagnosis of Parkinson's Disease
  19 Feb 2018 0 repositories listed
• Learning Representative Temporal Features for Action Recognition
  19 Feb 2018 0 repositories listed
• A Generative Modeling Approach to Limited Channel ECG Classification
  18 Feb 2018 0 repositories listed
• Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data
  17 Feb 2018 0 repositories listed
• Mining Sub-Interval Relationships In Time Series Data
  16 Feb 2018 0 repositories listed
• Pattern Localization in Time Series through Signal-To-Model Alignment in Latent Space
  16 Feb 2018 0 repositories listed
• Admissible Time Series Motif Discovery with Missing Data
  15 Feb 2018 0 repositories listed
• D2KE: From Distance to Kernel and Embedding
  14 Feb 2018 0 repositories listed
• Graph2Seq: Scalable Learning Dynamics for Graphs
  14 Feb 2018 0 repositories listed
• Efficient Discovery of Variable-length Time Series Motifs with Large Length Range in Million Scale Time Series
  13 Feb 2018 0 repositories listed
• Predicting crypto-currencies using sparse non-Gaussian state space models
  13 Feb 2018 0 repositories listed
• Clustering Gene Expression Time Series with Coregionalization: Speed propagation of ALS
  12 Feb 2018 0 repositories listed
• Inferring the time-varying functional connectivity of large-scale computer networks from emitted events
  12 Feb 2018 0 repositories listed
• Differentiable Dynamic Programming for Structured Prediction and Attention
  11 Feb 2018 0 repositories listed
• Learning Correlation Space for Time Series
  10 Feb 2018 0 repositories listed
• Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation
  6 Feb 2018 0 repositories listed
• Lie Transform--based Neural Networks for Dynamics Simulation and Learning
  5 Feb 2018 0 repositories listed
• Parsimonious Network based on Fuzzy Inference System (PANFIS) for Time Series Feature Prediction of Low Speed Slew Bearing Prognosis
  5 Feb 2018 0 repositories listed
• Weakly-supervised Dictionary Learning
  5 Feb 2018 0 repositories listed
• One-class Collective Anomaly Detection based on Long Short-Term Memory Recurrent Neural Networks
  31 Jan 2018 0 repositories listed
• Short- to Mid-term Day-Ahead Electricity Price Forecasting Using Futures
  31 Jan 2018 0 repositories listed
• ReNN: Rule-embedded Neural Networks
  30 Jan 2018 0 repositories listed
• End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding
  29 Jan 2018 0 repositories listed
• Nonlinear Dimensionality Reduction on Graphs
  29 Jan 2018 0 repositories listed
• Empirical observations of ultraslow diffusion driven by the fractional dynamics in languages: Dynamical statistical properties of word counts of already popular words
  24 Jan 2018 0 repositories listed
• Spurious seasonality detection: a non-parametric test proposal
  24 Jan 2018 0 repositories listed
• Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data
  23 Jan 2018 0 repositories listed
• Non-parametric Sparse Additive Auto-regressive Network Models
  23 Jan 2018 0 repositories listed
• Characterization of catastrophic instabilities: Market crashes as paradigm
  22 Jan 2018 0 repositories listed
• News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions
  22 Jan 2018 0 repositories listed
• Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs
  21 Jan 2018 0 repositories listed
• Fractal analyses of networks of integrate-and-fire stochastic spiking neurons
  19 Jan 2018 0 repositories listed
• A First Option Calibration of the GARCH Diffusion Model by a PDE Method
  18 Jan 2018 0 repositories listed
• Invariants of multidimensional time series based on their iterated-integral signature
  18 Jan 2018 0 repositories listed
• Large-Scale Simulation of Multi-Asset Ising Financial Markets
  18 Jan 2018 0 repositories listed
• Seismic-Net: A Deep Densely Connected Neural Network to Detect Seismic Events
  17 Jan 2018 0 repositories listed
• Deep Canonically Correlated LSTMs
  16 Jan 2018 0 repositories listed
• Time Series Segmentation through Automatic Feature Learning
  16 Jan 2018 0 repositories listed
• Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification
  14 Jan 2018 0 repositories listed
• Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification
  13 Jan 2018 0 repositories listed
• Non Intrusive Load Monitoring in Chaotic Switching Networks
  12 Jan 2018 0 repositories listed
• Deep Classification of Epileptic Signals
  11 Jan 2018 0 repositories listed
• Data-driven forecasting of solar irradiance
  10 Jan 2018 0 repositories listed
• Multivariate Bayesian Structural Time Series Model
  10 Jan 2018 0 repositories listed
• Assessing the effect of advertising expenditures upon sales: a Bayesian structural time series model
  9 Jan 2018 0 repositories listed
• Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection
  9 Jan 2018 0 repositories listed
• HeNet: A Deep Learning Approach on Intel^® Processor Trace for Effective Exploit Detection
  8 Jan 2018 0 repositories listed
• Bayesian Time Series Forecasting with Change Point and Anomaly Detection
  1 Jan 2018 0 repositories listed
• Benefits of Depth for Long-Term Memory of Recurrent Networks
  1 Jan 2018 0 repositories listed
• Convolutional Sequence Modeling Revisited
  1 Jan 2018 0 repositories listed
• Initialization matters: Orthogonal Predictive State Recurrent Neural Networks
  1 Jan 2018 0 repositories listed
• Jiffy: A Convolutional Approach to Learning Time Series Similarity
  1 Jan 2018 0 repositories listed
• Learning temporal evolution of probability distribution with Recurrent Neural Network
  1 Jan 2018 0 repositories listed
• Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks
  1 Jan 2018 0 repositories listed
• Modifying memories in a Recurrent Neural Network Unit
  1 Jan 2018 0 repositories listed
• Neighbor-encoder
  1 Jan 2018 0 repositories listed
• Recurrent Auto-Encoder Model for Multidimensional Time Series Representation
  1 Jan 2018 0 repositories listed
• Relational Multi-Instance Learning for Concept Annotation from Medical Time Series
  1 Jan 2018 0 repositories listed
• A Unified Method for First and Third Person Action Recognition
  30 Dec 2017 0 repositories listed
• Recent Advances in Recurrent Neural Networks
  29 Dec 2017 0 repositories listed
• Estimation and Inference on Heterogeneous Treatment Effects in High-Dimensional Dynamic Panels under Weak Dependence
  28 Dec 2017 0 repositories listed
• A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series
  27 Dec 2017 0 repositories listed
• An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework
  27 Dec 2017 0 repositories listed
• Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning
  27 Dec 2017 0 repositories listed
• Variational Bayes Estimation of Discrete-Margined Copula Models with Application to Time Series
  26 Dec 2017 0 repositories listed
• Online Forecasting Matrix Factorization
  23 Dec 2017 0 repositories listed
• DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity
  22 Dec 2017 0 repositories listed
• Estimating activity cycles with probabilistic methods II. The Mount Wilson Ca H&K data
  21 Dec 2017 0 repositories listed
• Multi-dimensional Graph Fourier Transform
  21 Dec 2017 0 repositories listed
• Multi-task learning of time series and its application to the travel demand
  21 Dec 2017 0 repositories listed
• Contemporary machine learning: a guide for practitioners in the physical sciences
  20 Dec 2017 0 repositories listed
• Lost in Time: Temporal Analytics for Long-Term Video Surveillance
  20 Dec 2017 0 repositories listed
• Multi-shot Pedestrian Re-identification via Sequential Decision Making
  19 Dec 2017 0 repositories listed
• A Shapelet Transform for Multivariate Time Series Classification
  18 Dec 2017 0 repositories listed
• Dynamic Weight Alignment for Temporal Convolutional Neural Networks
  18 Dec 2017 0 repositories listed
• Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things
  18 Dec 2017 0 repositories listed
• Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions
  17 Dec 2017 0 repositories listed
• Experimental design trade-offs for gene regulatory network inference: an in silico study of the yeast Saccharomyces cerevisiae cell cycle
  14 Dec 2017 0 repositories listed