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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 39 of 92: papers 3,801 to 3,900 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.

• AnomalyCD: A benchmark for Earth anomaly change detection with high-resolution and time-series observations
  9 Sep 2024 0 repositories listed
• Optimizing VarLiNGAM for Scalable and Efficient Time Series Causal Discovery
  9 Sep 2024 0 repositories listed
• Predicting Electricity Consumption with Random Walks on Gaussian Processes
  9 Sep 2024 0 repositories listed
• Symmetry constrained neural networks for detection and localization of damage in metal plates
  9 Sep 2024 0 repositories listed
• Exploring Fungal Morphology Simulation and Dynamic Light Containment from a Graphics Generation Perspective
  8 Sep 2024 0 repositories listed
• A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting
  7 Sep 2024 0 repositories listed
• Data driven synthetic wavefront generation for boundary layer data
  7 Sep 2024 0 repositories listed
• NapTune: Efficient Model Tuning for Mood Classification using Previous Night's Sleep Measures along with Wearable Time-series
  7 Sep 2024 0 repositories listed
• An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis
  6 Sep 2024 0 repositories listed
• Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF
  6 Sep 2024 0 repositories listed
• Application Research On Real-Time Perception Of Device Performance Status
  5 Sep 2024 0 repositories listed
• Interpretable mixture of experts for time series prediction under recurrent and non-recurrent conditions
  5 Sep 2024 0 repositories listed
• VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-Series Data
  5 Sep 2024 0 repositories listed
• Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble
  4 Sep 2024 0 repositories listed
• Neural Networks with LSTM and GRU in Modeling Active Fires in the Amazon
  4 Sep 2024 0 repositories listed
• Attention-Based Reading, Highlighting, and Forecasting of the Limit Order Book
  3 Sep 2024 0 repositories listed
• Hybridization of Persistent Homology with Neural Networks for Time-Series Prediction: A Case Study in Wave Height
  3 Sep 2024 0 repositories listed
• Interpreting Outliers in Time Series Data through Decoding Autoencoder
  3 Sep 2024 0 repositories listed
• TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model
  3 Sep 2024 0 repositories listed
• A Financial Time Series Denoiser Based on Diffusion Model
  2 Sep 2024 0 repositories listed
• Correlating Time Series with Interpretable Convolutional Kernels
  2 Sep 2024 0 repositories listed
• Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics
  2 Sep 2024 0 repositories listed
• Time-series Crime Prediction Across the United States Based on Socioeconomic and Political Factors
  1 Sep 2024 0 repositories listed
• Advancing Financial Forecasting: A Comparative Analysis of Neural Forecasting Models N-HiTS and N-BEATS
  31 Aug 2024 0 repositories listed
• Objective Features Extracted from Motor Activity Time Series for Food Addiction Analysis Using Machine Learning
  31 Aug 2024 0 repositories listed
• Improving Time Series Classification with Representation Soft Label Smoothing
  30 Aug 2024 0 repositories listed
• Blending Low and High-Level Semantics of Time Series for Better Masked Time Series Generation
  29 Aug 2024 0 repositories listed
• DLFormer: Enhancing Explainability in Multivariate Time Series Forecasting using Distributed Lag Embedding
  29 Aug 2024 0 repositories listed
• Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models
  29 Aug 2024 0 repositories listed
• On-device AI: Quantization-aware Training of Transformers in Time-Series
  29 Aug 2024 0 repositories listed
• Improving the Prediction of Individual Engagement in Recommendations Using Cognitive Models
  28 Aug 2024 0 repositories listed
• Adversarial Attacks and Defenses in Multivariate Time-Series Forecasting for Smart and Connected Infrastructures
  27 Aug 2024 0 repositories listed
• Channel-wise Influence: Estimating Data Influence for Multivariate Time Series
  27 Aug 2024 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Interactive dense pixel visualizations for time series and model attribution explanations
  27 Aug 2024 0 repositories listed
• Training-Free Time-Series Anomaly Detection: Leveraging Image Foundation Models
  27 Aug 2024 0 repositories listed
• Improving Water Quality Time-Series Prediction in Hong Kong using Sentinel-2 MSI Data and Google Earth Engine Cloud Computing
  26 Aug 2024 0 repositories listed
• Reprogramming Foundational Large Language Models(LLMs) for Enterprise Adoption for Spatio-Temporal Forecasting Applications: Unveiling a New Era in Copilot-Guided Cross-Modal Time Series Representation Learning
  26 Aug 2024 0 repositories listed
• GeoPlant: Spatial Plant Species Prediction Dataset
  25 Aug 2024 0 repositories listed
• Integrated Modeling and Forecasting of Electric Vehicles Charging Profiles Based on Real Data
  25 Aug 2024 0 repositories listed
• StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction
  25 Aug 2024 0 repositories listed
• Advancing Enterprise Spatio-Temporal Forecasting Applications: Data Mining Meets Instruction Tuning of Language Models For Multi-modal Time Series Analysis in Low-Resource Settings
  24 Aug 2024 0 repositories listed
• Differentially Private Publication of Electricity Time Series Data in Smart Grids
  24 Aug 2024 0 repositories listed
• Language Model Empowered Spatio-Temporal Forecasting via Physics-Aware Reprogramming
  24 Aug 2024 0 repositories listed
• Causal Hierarchy in the Financial Market Network -- Uncovered by the Helmholtz-Hodge-Kodaira Decomposition
  23 Aug 2024 0 repositories listed
• Extraction of Typical Operating Scenarios of New Power System Based on Deep Time Series Aggregation
  23 Aug 2024 0 repositories listed
• Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction
  22 Aug 2024 0 repositories listed
• Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification
  22 Aug 2024 0 repositories listed
• Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis
  22 Aug 2024 0 repositories listed
• Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM-PSO Model Approach
  22 Aug 2024 0 repositories listed
• Enhancing Uncertainty Communication in Time Series Predictions: Insights and Recommendations
  22 Aug 2024 0 repositories listed
• Multi-Knowledge Fusion Network for Time Series Representation Learning
  22 Aug 2024 0 repositories listed
• Multi-Source Knowledge-Based Hybrid Neural Framework for Time Series Representation Learning
  22 Aug 2024 0 repositories listed
• Predicting Solar Energy Generation with Machine Learning based on AQI and Weather Features
  22 Aug 2024 0 repositories listed
• Correlation Analysis of Adversarial Attack in Time Series Classification
  21 Aug 2024 0 repositories listed
• Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features
  21 Aug 2024 0 repositories listed
• Koopman AutoEncoder via Singular Value Decomposition for Data-Driven Long-Term Prediction
  21 Aug 2024 0 repositories listed
• SPORTSCausal: Spill-Over Time Series Causal Inference
  21 Aug 2024 0 repositories listed
• Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting
  21 Aug 2024 0 repositories listed
• Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals
  20 Aug 2024 0 repositories listed
• Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series
  20 Aug 2024 0 repositories listed
• Interactive Counterfactual Generation for Univariate Time Series
  20 Aug 2024 0 repositories listed
• Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
  20 Aug 2024 0 repositories listed
• Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics
  20 Aug 2024 0 repositories listed
• Causality-Inspired Models for Financial Time Series Forecasting
  19 Aug 2024 0 repositories listed
• Demystifying the Communication Characteristics for Distributed Transformer Models
  19 Aug 2024 0 repositories listed
• PLUTUS: A Well Pre-trained Large Unified Transformer can Unveil Financial Time Series Regularities
  19 Aug 2024 0 repositories listed
• sTransformer: A Modular Approach for Extracting Inter-Sequential and Temporal Information for Time-Series Forecasting
  19 Aug 2024 0 repositories listed
• Unlocking the Power of LSTM for Long Term Time Series Forecasting
  19 Aug 2024 0 repositories listed
• Agentic Retrieval-Augmented Generation for Time Series Analysis
  18 Aug 2024 0 repositories listed
• Enhancing Startup Success Predictions in Venture Capital: A GraphRAG Augmented Multivariate Time Series Method
  18 Aug 2024 0 repositories listed
• A Benchmark Time Series Dataset for Semiconductor Fabrication Manufacturing Constructed using Component-based Discrete-Event Simulation Models
  17 Aug 2024 0 repositories listed
• Time Series Analysis by State Space Learning
  17 Aug 2024 0 repositories listed
• An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
  16 Aug 2024 0 repositories listed
• Beam Prediction based on Large Language Models
  16 Aug 2024 0 repositories listed
• A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining
  15 Aug 2024 0 repositories listed
• Classification of High-dimensional Time Series in Spectral Domain using Explainable Features
  15 Aug 2024 0 repositories listed
• DeNOTS: Stable Deep Neural ODEs for Time Series
  15 Aug 2024 0 repositories listed
• Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain
  15 Aug 2024 0 repositories listed
• System States Forecasting of Microservices with Dynamic Spatio-Temporal Data
  15 Aug 2024 0 repositories listed
• Leveraging Priors via Diffusion Bridge for Time Series Generation
  13 Aug 2024 0 repositories listed
• Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection
  13 Aug 2024 0 repositories listed
• Anomaly Detection in Time Series of EDFA Pump Currents to Monitor Degeneration Processes using Fuzzy Clustering
  12 Aug 2024 0 repositories listed
• Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach
  12 Aug 2024 0 repositories listed
• Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series
  12 Aug 2024 0 repositories listed
• An End-to-End Model for Time Series Classification In the Presence of Missing Values
  11 Aug 2024 0 repositories listed
• Change-Point Detection in Time Series Using Mixed Integer Programming
  11 Aug 2024 0 repositories listed
• Predicting Chaotic System Behavior using Machine Learning Techniques
  11 Aug 2024 0 repositories listed
• Strong denoising of financial time-series
  11 Aug 2024 0 repositories listed
• Anomaly Prediction: A Novel Approach with Explicit Delay and Horizon
  8 Aug 2024 0 repositories listed
• Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection
  8 Aug 2024 0 repositories listed
• Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks
  8 Aug 2024 0 repositories listed
• Activations Through Extensions: A Framework To Boost Performance Of Neural Networks
  7 Aug 2024 0 repositories listed
• Inter-Series Transformer: Attending to Products in Time Series Forecasting
  7 Aug 2024 0 repositories listed
• Online Model-based Anomaly Detection in Multivariate Time Series: Taxonomy, Survey, Research Challenges and Future Directions
  7 Aug 2024 0 repositories listed
• Hedge Fund Portfolio Construction Using PolyModel Theory and iTransformer
  6 Aug 2024 0 repositories listed
• Can LLMs Serve As Time Series Anomaly Detectors?
  6 Aug 2024 0 repositories listed
• Comparative analysis of stationarity for Bitcoin and the S&P500
  6 Aug 2024 0 repositories listed
• RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
  6 Aug 2024 0 repositories listed
• Spacecraft inertial parameters estimation using time series clustering and reinforcement learning
  6 Aug 2024 0 repositories listed
• Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classification
  5 Aug 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.