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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 37 of 92: papers 3,601 to 3,700 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.

• Series-to-Series Diffusion Bridge Model
  7 Nov 2024 0 repositories listed
• Which bits went where? Past and future transfer entropy decomposition with the information bottleneck
  7 Nov 2024 0 repositories listed
• An Experimental Study on Decomposition-Based Deep Ensemble Learning for Traffic Flow Forecasting
  6 Nov 2024 0 repositories listed
• Fully Automated Correlated Time Series Forecasting in Minutes
  6 Nov 2024 0 repositories listed
• Supervised Autoencoders with Fractionally Differentiated Features and Triple Barrier Labelling Enhance Predictions on Noisy Data
  6 Nov 2024 0 repositories listed
• Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis
  6 Nov 2024 0 repositories listed
• A Mamba Foundation Model for Time Series Forecasting
  5 Nov 2024 0 repositories listed
• Analyzing Poverty through Intra-Annual Time-Series: A Wavelet Transform Approach
  5 Nov 2024 0 repositories listed
• Beyond the Traditional VIX: A Novel Approach to Identifying Uncertainty Shocks in Financial Markets
  5 Nov 2024 0 repositories listed
• Energy Price Modelling: A Comparative Evaluation of four Generations of Forecasting Methods
  5 Nov 2024 0 repositories listed
• Enhanced Real-Time Threat Detection in 5G Networks: A Self-Attention RNN Autoencoder Approach for Spectral Intrusion Analysis
  5 Nov 2024 0 repositories listed
• Formal Logic-guided Robust Federated Learning against Poisoning Attacks
  5 Nov 2024 0 repositories listed
• IMUDiffusion: A Diffusion Model for Multivariate Time Series Synthetisation for Inertial Motion Capturing Systems
  5 Nov 2024 0 repositories listed
• Multi-Scale Temporal Analysis for Failure Prediction in Energy Systems
  5 Nov 2024 0 repositories listed
• Upcycling Human Excrement: The Gut Microbiome to Soil Microbiome Axis
  5 Nov 2024 0 repositories listed
• Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches
  4 Nov 2024 0 repositories listed
• See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers
  4 Nov 2024 0 repositories listed
• Towards more efficient agricultural practices via transformer-based crop type classification
  4 Nov 2024 0 repositories listed
• PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecasting
  3 Nov 2024 0 repositories listed
• FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile Cryptocurrency Market Prices Using Market Sentiment Dynamics
  2 Nov 2024 0 repositories listed
• Segmentation algorithms and modeling of recurrent bursting events in neuronal and glial time series
  1 Nov 2024 0 repositories listed
• Text2Freq: Learning Series Patterns from Text via Frequency Domain
  1 Nov 2024 0 repositories listed
• Variational Neural Stochastic Differential Equations with Change Points
  1 Nov 2024 0 repositories listed
• RAM: Replace Attention with MLP for Efficient Multivariate Time Series Forecasting
  31 Oct 2024 0 repositories listed
• Case ID detection based on time series data -- the mining use case
  31 Oct 2024 0 repositories listed
• In-Context Fine-Tuning for Time-Series Foundation Models
  31 Oct 2024 0 repositories listed
• LSEAttention is All You Need for Time Series Forecasting
  31 Oct 2024 0 repositories listed
• DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting
  30 Oct 2024 0 repositories listed
• EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection
  30 Oct 2024 0 repositories listed
• Generative forecasting of brain activity enhances Alzheimer's classification and interpretation
  30 Oct 2024 0 repositories listed
• Higher-order Cross-structural Embedding Model for Time Series Analysis
  30 Oct 2024 0 repositories listed
• Partial Channel Dependence with Channel Masks for Time Series Foundation Models
  30 Oct 2024 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Sequential Order-Robust Mamba for Time Series Forecasting
  30 Oct 2024 0 repositories listed
• A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification
  29 Oct 2024 0 repositories listed
• Hypergraph-based multi-scale spatio-temporal graph convolution network for Time-Series anomaly detection
  29 Oct 2024 0 repositories listed
• Individualised recovery trajectories of patients with impeded mobility, using distance between probability distributions of learnt graphs
  29 Oct 2024 0 repositories listed
• Log Heston Model for Monthly Average VIX
  29 Oct 2024 0 repositories listed
• The VIX as Stochastic Volatility for Corporate Bonds
  29 Oct 2024 0 repositories listed
• Deep Recurrent Stochastic Configuration Networks for Modelling Nonlinear Dynamic Systems
  28 Oct 2024 0 repositories listed
• Exploring Capabilities of Time Series Foundation Models in Building Analytics
  28 Oct 2024 0 repositories listed
• Federated Time Series Generation on Feature and Temporally Misaligned Data
  28 Oct 2024 0 repositories listed
• Temporal Streaming Batch Principal Component Analysis for Time Series Classification
  28 Oct 2024 0 repositories listed
• Deconfounding Time Series Forecasting
  27 Oct 2024 0 repositories listed
• TEAFormers: TEnsor-Augmented Transformers for Multi-Dimensional Time Series Forecasting
  27 Oct 2024 0 repositories listed
• A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images
  25 Oct 2024 0 repositories listed
• LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data
  25 Oct 2024 0 repositories listed
• Robust Time Series Causal Discovery for Agent-Based Model Validation
  25 Oct 2024 0 repositories listed
• A Comprehensive Survey of Time Series Forecasting: Architectural Diversity and Open Challenges
  24 Oct 2024 0 repositories listed
• Enhancing Graph Attention Neural Network Performance for Marijuana Consumption Classification through Large-scale Augmented Granger Causality (lsAGC) Analysis of Functional MR Images
  24 Oct 2024 0 repositories listed
• Generation of synthetic financial time series by diffusion models
  24 Oct 2024 0 repositories listed
• Hierarchical Multimodal LLMs with Semantic Space Alignment for Enhanced Time Series Classification
  24 Oct 2024 0 repositories listed
• TripCast: Pre-training of Masked 2D Transformers for Trip Time Series Forecasting
  24 Oct 2024 0 repositories listed
• Fast and interpretable electricity consumption scenario generation for individual consumers
  23 Oct 2024 0 repositories listed
• Predicting Company Growth by Econophysics informed Machine Learning
  23 Oct 2024 0 repositories listed
• Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations
  23 Oct 2024 0 repositories listed
• Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
  22 Oct 2024 0 repositories listed
• Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning
  22 Oct 2024 0 repositories listed
• Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognostics
  21 Oct 2024 0 repositories listed
• Forecasting Opioid Incidents for Rapid Actionable Data for Opioid Response in Kentucky
  21 Oct 2024 0 repositories listed
• LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling
  21 Oct 2024 0 repositories listed
• MultiRC: Joint Learning for Time Series Anomaly Prediction and Detection with Multi-scale Reconstructive Contrast
  21 Oct 2024 0 repositories listed
• State Estimation Using Sparse DEIM and Recurrent Neural Networks
  21 Oct 2024 0 repositories listed
• TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning
  21 Oct 2024 0 repositories listed
• Accelerated Sub-Image Search For Variable-Size Patches Identification Based On Virtual Time Series Transformation And Segmentation
  20 Oct 2024 0 repositories listed
• DST-TransitNet: A Dynamic Spatio-Temporal Deep Learning Model for Scalable and Efficient Network-Wide Prediction of Station-Level Transit Ridership
  19 Oct 2024 0 repositories listed
• Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting
  19 Oct 2024 0 repositories listed
• HiPPO-KAN: Efficient KAN Model for Time Series Analysis
  19 Oct 2024 0 repositories listed
• Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning
  19 Oct 2024 0 repositories listed
• Predictive Quantile Regression with High-Dimensional Predictors: The Variable Screening Approach
  19 Oct 2024 0 repositories listed
• Science Time Series: Deep Learning in Hydrology
  19 Oct 2024 0 repositories listed
• On the Regularization of Learnable Embeddings for Time Series Processing
  18 Oct 2024 0 repositories listed
• On time series clustering with k-means
  18 Oct 2024 0 repositories listed
• XForecast: Evaluating Natural Language Explanations for Time Series Forecasting
  18 Oct 2024 0 repositories listed
• DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone
  17 Oct 2024 0 repositories listed
• Statistical testing on generative AI anomaly detection tools in Alzheimer's Disease diagnosis
  17 Oct 2024 0 repositories listed
• Beyond Speech and More: Investigating the Emergent Ability of Speech Foundation Models for Classifying Physiological Time-Series Signals
  16 Oct 2024 0 repositories listed
• Constrained Posterior Sampling: Time Series Generation with Hard Constraints
  16 Oct 2024 0 repositories listed
• Context Matters: Leveraging Contextual Features for Time Series Forecasting
  16 Oct 2024 0 repositories listed
• ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction
  16 Oct 2024 0 repositories listed
• Revisited Large Language Model for Time Series Analysis through Modality Alignment
  16 Oct 2024 0 repositories listed
• Self-Supervised Learning of Disentangled Representations for Multivariate Time-Series
  16 Oct 2024 0 repositories listed
• SSET: Swapping-Sliding Explanation for Time Series Classifiers in Affect Detection
  16 Oct 2024 0 repositories listed
• Data-Driven Cellular Network Selector for Vehicle Teleoperations
  15 Oct 2024 0 repositories listed
• FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting
  15 Oct 2024 0 repositories listed
• Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM
  15 Oct 2024 0 repositories listed
• Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations
  15 Oct 2024 0 repositories listed
• UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba
  15 Oct 2024 0 repositories listed
• ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge
  14 Oct 2024 0 repositories listed
• Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP)
  14 Oct 2024 0 repositories listed
• Statistical Properties of Deep Neural Networks with Dependent Data
  14 Oct 2024 0 repositories listed
• Time Series Viewmakers for Robust Disruption Prediction
  14 Oct 2024 0 repositories listed
• WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?
  13 Oct 2024 0 repositories listed
• Can GANs Learn the Stylized Facts of Financial Time Series?
  13 Oct 2024 0 repositories listed
• Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid
  13 Oct 2024 0 repositories listed
• Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification
  12 Oct 2024 0 repositories listed
• Timeseria: an object-oriented time series processing library
  12 Oct 2024 0 repositories listed
• Convolutional Neural Network Design and Evaluation for Real-Time Multivariate Time Series Fault Detection in Spacecraft Attitude Sensors
  11 Oct 2024 0 repositories listed
• Inferring birth versus death dynamics for ecological interactions in stochastic heterogeneous populations
  11 Oct 2024 0 repositories listed
• Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series
  11 Oct 2024 0 repositories listed
• Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions
  11 Oct 2024 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.