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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 26 of 68: papers 2,501 to 2,600 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.

• Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series?
  11 Nov 2022 0 repositories listed
• Spatial Temporal Graph Convolution with Graph Structure Self-learning for Early MCI Detection
  11 Nov 2022 0 repositories listed
• A Graph Neural Networks based Framework for Topology-Aware Proactive SLA Management in a Latency Critical NFV Application Use-case
  10 Nov 2022 0 repositories listed
• Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification
  10 Nov 2022 0 repositories listed
• Variance of entropy for testing time-varying regimes with an application to meme stocks
  10 Nov 2022 0 repositories listed
• Active queue management: First steps toward a new control-theoretic viewpoint
  9 Nov 2022 0 repositories listed
• Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Deep Learning-Based Time Series Forecasting
  9 Nov 2022 0 repositories listed
• Bayesian Neural Networks for Macroeconomic Analysis
  9 Nov 2022 0 repositories listed
• Towards Global Crop Maps with Transfer Learning
  9 Nov 2022 0 repositories listed
• Motif-guided Time Series Counterfactual Explanations
  8 Nov 2022 0 repositories listed
• Privacy Meets Explainability: A Comprehensive Impact Benchmark
  8 Nov 2022 0 repositories listed
• Quantum Persistent Homology for Time Series
  8 Nov 2022 0 repositories listed
• Dynamic Interpretable Change Point Detection
  8 Nov 2022 0 repositories listed
• TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative Filtering
  8 Nov 2022 0 repositories listed
• Latent Neural ODE for Integrating Multi-timescale measurements in Smart Distribution Grids
  7 Nov 2022 0 repositories listed
• Minimax Concave Penalty Regularized Adaptive System Identification
  7 Nov 2022 0 repositories listed
• A Synthetic Dataset for 5G UAV Attacks Based on Observable Network Parameters
  5 Nov 2022 0 repositories listed
• Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty
  5 Nov 2022 0 repositories listed
• Discovering ordinary differential equations that govern time-series
  5 Nov 2022 0 repositories listed
• Boosted p-Values for High-Dimensional Vector Autoregression
  4 Nov 2022 0 repositories listed
• Collaborative Multiobjective Evolutionary Algorithms in search of better Pareto Fronts. An application to trading systems
  4 Nov 2022 0 repositories listed
• Deep learning for structural health monitoring: An application to heritage structures
  4 Nov 2022 0 repositories listed
• Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion
  4 Nov 2022 0 repositories listed
• Reservoir Computing via Quantum Recurrent Neural Networks
  4 Nov 2022 0 repositories listed
• Time series quantile regression using random forests
  4 Nov 2022 0 repositories listed
• Topological biomarkers for real-time detection of epileptic seizures
  4 Nov 2022 0 repositories listed
• Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework
  3 Nov 2022 0 repositories listed
• MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction
  3 Nov 2022 0 repositories listed
• On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis
  3 Nov 2022 0 repositories listed
• Robust Time Series Chain Discovery with Incremental Nearest Neighbors
  3 Nov 2022 0 repositories listed
• Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds
  2 Nov 2022 0 repositories listed
• Physics-inspired machine learning for power grid frequency modelling
  2 Nov 2022 0 repositories listed
• A novel approach to quantify volatility prediction
  1 Nov 2022 0 repositories listed
• HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection
  1 Nov 2022 0 repositories listed
• Infinite-Dimensional Adaptive Boundary Observer for Inner-Domain Temperature Estimation of 3D Electrosurgical Processes using Surface Thermography Sensing
  1 Nov 2022 0 repositories listed
• Recurrent Neural Networks and Universal Approximation of Bayesian Filters
  1 Nov 2022 0 repositories listed
• Denoising neural networks for magnetic resonance spectroscopy
  31 Oct 2022 0 repositories listed
• MambaNet: A Hybrid Neural Network for Predicting the NBA Playoffs
  31 Oct 2022 0 repositories listed
• Variational Inference Aided Estimation of Time Varying Channels
  31 Oct 2022 0 repositories listed
• AtOMICS: A neural network-based Automated Optomechanical Intelligent Coupling System for testing and characterization of silicon photonics chiplets
  30 Oct 2022 0 repositories listed
• Monitoring the Dynamic Networks of Stock Returns
  29 Oct 2022 0 repositories listed
• Self-Supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-grained Time Resolution
  29 Oct 2022 0 repositories listed
• A Novel Sparse Bayesian Learning and Its Application to Fault Diagnosis for Multistation Assembly Systems
  28 Oct 2022 0 repositories listed
• Adaptive Estimation of Graphical Models under Total Positivity
  27 Oct 2022 0 repositories listed
• Forecasting Graph Signals with Recursive MIMO Graph Filters
  27 Oct 2022 0 repositories listed
• ViT-CAT: Parallel Vision Transformers with Cross Attention Fusion for Popularity Prediction in MEC Networks
  27 Oct 2022 0 repositories listed
• Cap or No Cap? What Can Governments Do to Promote EV Sales?
  26 Oct 2022 0 repositories listed
• Deep Subspace Encoders for Nonlinear System Identification
  26 Oct 2022 0 repositories listed
• Predicting the State of Synchronization of Financial Time Series using Cross Recurrence Plots
  26 Oct 2022 0 repositories listed
• RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product
  26 Oct 2022 0 repositories listed
• Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise
  26 Oct 2022 0 repositories listed
• Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data
  25 Oct 2022 0 repositories listed
• Modelling the Bitcoin prices and the media attention to Bitcoin via the jump-type processes
  25 Oct 2022 0 repositories listed
• WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
  25 Oct 2022 0 repositories listed
• Applications of Machine Learning in Pharmacogenomics: Clustering Plasma Concentration-Time Curves
  24 Oct 2022 0 repositories listed
• Exploring Self-Attention for Crop-type Classification Explainability
  24 Oct 2022 0 repositories listed
• Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble
  24 Oct 2022 0 repositories listed
• Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach
  24 Oct 2022 0 repositories listed
• Preparing fMRI Data for Statistical Analysis
  24 Oct 2022 0 repositories listed
• Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior
  22 Oct 2022 0 repositories listed
• Time Series Synthesis via Multi-scale Patch-based Generation of Wavelet Scalogram
  21 Oct 2022 0 repositories listed
• Multimodal Neural Network For Demand Forecasting
  20 Oct 2022 0 repositories listed
• Theoretical analysis of deep neural networks for temporally dependent observations
  20 Oct 2022 0 repositories listed
• Irregularly-Sampled Time Series Modeling with Spline Networks
  19 Oct 2022 0 repositories listed
• Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability
  18 Oct 2022 0 repositories listed
• Optimal Event Monitoring through Internet Mashup over Multivariate Time Series
  18 Oct 2022 0 repositories listed
• Research of an optimization model for servicing a network of ATMs and information payment terminals
  18 Oct 2022 0 repositories listed
• Universal hidden monotonic trend estimation with contrastive learning
  18 Oct 2022 0 repositories listed
• Modelling Emotion Dynamics in Song Lyrics with State Space Models
  17 Oct 2022 0 repositories listed
• Temporal-Spatial dependencies ENhanced deep learning model (TSEN) for household leverage series forecasting
  17 Oct 2022 0 repositories listed
• From time-series transcriptomics to gene regulatory networks: a review on inference methods
  16 Oct 2022 0 repositories listed
• Extreme-Long-short Term Memory for Time-series Prediction
  15 Oct 2022 0 repositories listed
• Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems
  14 Oct 2022 0 repositories listed
• Bandwidth-efficient distributed neural network architectures with application to body sensor networks
  14 Oct 2022 0 repositories listed
• Convolutional Neural Networks: Basic Concepts and Applications in Manufacturing
  14 Oct 2022 0 repositories listed
• Estimation of High-Dimensional Markov-Switching VAR Models with an Approximate EM Algorithm
  14 Oct 2022 0 repositories listed
• Latent Temporal Flows for Multivariate Analysis of Wearables Data
  14 Oct 2022 0 repositories listed
• Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain
  14 Oct 2022 0 repositories listed
• Early Discovery of Disappearing Entities in Microblogs
  13 Oct 2022 0 repositories listed
• Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing
  13 Oct 2022 0 repositories listed
• LEAVES: Learning Views for Time-Series Data in Contrastive Learning
  13 Oct 2022 0 repositories listed
• Marginalized particle Gibbs for multiple state-space models coupled through shared parameters
  13 Oct 2022 0 repositories listed
• Deterioration Prediction using Time-Series of Three Vital Signs and Current Clinical Features Amongst COVID-19 Patients
  12 Oct 2022 0 repositories listed
• Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC Networks
  12 Oct 2022 0 repositories listed
• Short-term prediction of stream turbidity using surrogate data and a meta-model approach
  11 Oct 2022 0 repositories listed
• Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware
  10 Oct 2022 0 repositories listed
• Mining Causality from Continuous-time Dynamics Models: An Application to Tsunami Forecasting
  10 Oct 2022 0 repositories listed
• A Clustering Algorithm for Correlation Quickest Hub Discovery Mixing Time Evolution and Random Matrix Theory
  8 Oct 2022 0 repositories listed
• An Empirical Study on How the Developers Discussed about Pandas Topics
  7 Oct 2022 0 repositories listed
• ANFIS-based prediction of power generation for combined cycle power plant
  7 Oct 2022 0 repositories listed
• Biological neurons act as generalization filters in reservoir computing
  6 Oct 2022 0 repositories listed
• Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting
  6 Oct 2022 0 repositories listed
• From Rules to Regs: A Structural Topic Model of Collusion Research
  6 Oct 2022 0 repositories listed
• Inference on Causal Effects of Interventions in Time using Gaussian Processes
  6 Oct 2022 0 repositories listed
• Temporal Spatial Decomposition and Fusion Network for Time Series Forecasting
  6 Oct 2022 0 repositories listed
• Feature Importance for Time Series Data: Improving KernelSHAP
  5 Oct 2022 0 repositories listed
• GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
  5 Oct 2022 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Efficient probabilistic reconciliation of forecasts for real-valued and count time series
  5 Oct 2022 0 repositories listed
• Stock Volatility Prediction using Time Series and Deep Learning Approach
  5 Oct 2022 0 repositories listed
• The Local to Unity Dynamic Tobit Model
  5 Oct 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.