Browse State-of-the-Art › Time Series › Papers, page 34

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 34 of 92: papers 3,301 to 3,400 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.

• Efficient Time Series Forecasting via Hyper-Complex Models and Frequency Aggregation
  27 Feb 2025 0 repositories listed
• PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting
  27 Feb 2025 0 repositories listed
• Evaluation of Missing Data Imputation for Time Series Without Ground Truth
  26 Feb 2025 0 repositories listed
• Forecasting intermittent time series with Gaussian Processes and Tweedie likelihood
  26 Feb 2025 0 repositories listed
• Optimal Stochastic Trace Estimation in Generative Modeling
  26 Feb 2025 0 repositories listed
• Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
  26 Feb 2025 0 repositories listed
• AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models
  25 Feb 2025 0 repositories listed
• A Radon-Nikodým Perspective on Anomaly Detection: Theory and Implications
  25 Feb 2025 0 repositories listed
• TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting
  25 Feb 2025 0 repositories listed
• Decoding Financial Health in Kenyas' Medical Insurance Sector: A Data-Driven Cluster Analysis
  24 Feb 2025 0 repositories listed
• Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis
  24 Feb 2025 0 repositories listed
• TabulaTime: A Novel Multimodal Deep Learning Framework for Advancing Acute Coronary Syndrome Prediction through Environmental and Clinical Data Integration
  24 Feb 2025 0 repositories listed
• Time series forecasting based on optimized LLM for fault prediction in distribution power grid insulators
  24 Feb 2025 0 repositories listed
• Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification
  23 Feb 2025 0 repositories listed
• Predicting Bad Goods Risk Scores with ARIMA Time Series: A Novel Risk Assessment Approach
  23 Feb 2025 0 repositories listed
• Deep Time Warping for Multiple Time Series Alignment
  22 Feb 2025 0 repositories listed
• Demand Forecasting for Electric Vehicle Charging Stations using Multivariate Time-Series Analysis
  22 Feb 2025 0 repositories listed
• A Supervised Screening and Regularized Factor-Based Method for Time Series Forecasting
  21 Feb 2025 0 repositories listed
• Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning
  21 Feb 2025 0 repositories listed
• Causal Modeling of fMRI Time-series for Interpretable Autism Spectrum Disorder Classification
  21 Feb 2025 0 repositories listed
• CoRe: Coherency Regularization for Hierarchical Time Series
  21 Feb 2025 0 repositories listed
• Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation
  21 Feb 2025 0 repositories listed
• Spatiotemporal Forecasting in Climate Data Using EOFs and Machine Learning Models: A Case Study in Chile
  21 Feb 2025 0 repositories listed
• TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress
  21 Feb 2025 0 repositories listed
• Efficient Inverse Multiagent Learning
  20 Feb 2025 0 repositories listed
• Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
  20 Feb 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Rumor Detection by Multi-task Suffix Learning based on Time-series Dual Sentiments
  20 Feb 2025 0 repositories listed
• TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation
  20 Feb 2025 0 repositories listed
• Adapting Large Language Models for Time Series Modeling via a Novel Parameter-efficient Adaptation Method
  19 Feb 2025 0 repositories listed
• Learning Novel Transformer Architecture for Time-series Forecasting
  19 Feb 2025 0 repositories listed
• Position: There are no Champions in Long-Term Time Series Forecasting
  19 Feb 2025 0 repositories listed
• Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysis
  19 Feb 2025 0 repositories listed
• Unlocking Multimodal Integration in EHRs: A Prompt Learning Framework for Language and Time Series Fusion
  19 Feb 2025 0 repositories listed
• An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation
  18 Feb 2025 0 repositories listed
• Lightweight Online Adaption for Time Series Foundation Model Forecasts
  18 Feb 2025 0 repositories listed
• Masking the Gaps: An Imputation-Free Approach to Time Series Modeling with Missing Data
  18 Feb 2025 0 repositories listed
• Time Series Treatment Effects Analysis with Always-Missing Controls
  18 Feb 2025 0 repositories listed
• Bayesian inference from time series of allele frequency data using exact simulation techniques
  17 Feb 2025 0 repositories listed
• Dictionary-Learning-Based Data Pruning for System Identification
  17 Feb 2025 0 repositories listed
• IMTS-Mixer: Mixer-Networks for Irregular Multivariate Time Series Forecasting
  17 Feb 2025 0 repositories listed
• On Creating a Causally Grounded Usable Rating Method for Assessing the Robustness of Foundation Models Supporting Time Series
  17 Feb 2025 0 repositories listed
• Predicting Next-Day Wildfire Spread with Time Series and Attention
  17 Feb 2025 0 repositories listed
• S2TX: Cross-Attention Multi-Scale State-Space Transformer for Time Series Forecasting
  17 Feb 2025 0 repositories listed
• TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents
  17 Feb 2025 0 repositories listed
• Vision-Enhanced Time Series Forecasting via Latent Diffusion Models
  16 Feb 2025 0 repositories listed
• Asymptotic evaluation of the information processing capacity in reservoir computing
  15 Feb 2025 0 repositories listed
• Comprehensive Review of Neural Differential Equations for Time Series Analysis
  14 Feb 2025 0 repositories listed
• Exploring Neural Granger Causality with xLSTMs: Unveiling Temporal Dependencies in Complex Data
  14 Feb 2025 0 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
• Self-Normalized Inference in (Quantile, Expected Shortfall) Regressions for Time Series
  14 Feb 2025 0 repositories listed
• A Novel Hybrid Approach to Contraceptive Demand Forecasting: Integrating Point Predictions with Probabilistic Distributions
  13 Feb 2025 0 repositories listed
• Channel Dependence, Limited Lookback Windows, and the Simplicity of Datasets: How Biased is Time Series Forecasting?
  13 Feb 2025 0 repositories listed
• Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting
  13 Feb 2025 0 repositories listed
• Quantifying Cryptocurrency Unpredictability: A Comprehensive Study of Complexity and Forecasting
  13 Feb 2025 0 repositories listed
• Relational Conformal Prediction for Correlated Time Series
  13 Feb 2025 0 repositories listed
• Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia
  13 Feb 2025 0 repositories listed
• A Machine Learning-Ready Data Processing Tool for Near Real-Time Forecasting
  12 Feb 2025 0 repositories listed
• GenIAS: Generator for Instantiating Anomalies in time Series
  12 Feb 2025 0 repositories listed
• Two-stage hybrid models for enhancing forecasting accuracy on heterogeneous time series
  12 Feb 2025 0 repositories listed
• Exploring Patterns Behind Sports
  11 Feb 2025 0 repositories listed
• Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time Series Forecasting Based on Biological ODEs
  11 Feb 2025 0 repositories listed
• Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models
  9 Feb 2025 0 repositories listed
• Flow-based Conformal Prediction for Multi-dimensional Time Series
  8 Feb 2025 0 repositories listed
• A Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction
  7 Feb 2025 0 repositories listed
• Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2
  7 Feb 2025 0 repositories listed
• CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements
  7 Feb 2025 0 repositories listed
• Time Series Analysis of Rankings: A GARCH-Type Approach
  7 Feb 2025 0 repositories listed
• A Pseudo Markov-Chain Model and Time-Elapsed Measures of Mobility from Collective Data
  6 Feb 2025 0 repositories listed
• Making Sense of Touch: Unsupervised Shapelet Learning in Bag-of-words Sense
  6 Feb 2025 0 repositories listed
• Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
  6 Feb 2025 0 repositories listed
• XMTC: Explainable Early Classification of Multivariate Time Series in Reach-to-Grasp Hand Kinematics
  6 Feb 2025 0 repositories listed
• Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications
  5 Feb 2025 0 repositories listed
• Calibrated Unsupervised Anomaly Detection in Multivariate Time-series using Reinforcement Learning
  5 Feb 2025 0 repositories listed
• CAPE: Covariate-Adjusted Pre-Training for Epidemic Time Series Forecasting
  5 Feb 2025 0 repositories listed
• General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data
  5 Feb 2025 0 repositories listed Syntology 8 ran (of which 8 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified; every one of the 8 samples that ran constructed an object rather than computing a result (of 12 harvested samples)
• Panel Data Estimation and Inference: Homogeneity versus Heterogeneity
  5 Feb 2025 0 repositories listed
• TopoCL: Topological Contrastive Learning for Time Series
  5 Feb 2025 0 repositories listed
• LAST SToP For Modeling Asynchronous Time Series
  4 Feb 2025 0 repositories listed
• Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting
  4 Feb 2025 0 repositories listed
• SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations
  4 Feb 2025 0 repositories listed
• Forecasting VIX using interpretable Kolmogorov-Arnold networks
  3 Feb 2025 0 repositories listed
• Position: Empowering Time Series Reasoning with Multimodal LLMs
  3 Feb 2025 0 repositories listed
• Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data
  2 Feb 2025 0 repositories listed
• TrojanTime: Backdoor Attacks on Time Series Classification
  2 Feb 2025 0 repositories listed
• Using Causality for Enhanced Prediction of Web Traffic Time Series
  2 Feb 2025 0 repositories listed
• Learning to Fuse Temporal Proximity Networks: A Case Study in Chimpanzee Social Interactions
  1 Feb 2025 0 repositories listed
• BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting
  31 Jan 2025 0 repositories listed
• Examining the Impact of Income Inequality and Gender on School Completion in Malaysia: A Machine Learning Approach Utilizing Malaysia's Public Sector Open Data
  31 Jan 2025 0 repositories listed
• Learning Hamiltonian Dynamics with Bayesian Data Assimilation
  31 Jan 2025 0 repositories listed
• Self-Supervised Cross-Modal Text-Image Time Series Retrieval in Remote Sensing
  31 Jan 2025 0 repositories listed
• A Learnable Multi-views Contrastive Framework with Reconstruction Discrepancy for Medical Time-Series
  30 Jan 2025 0 repositories listed
• A spectral clustering-type algorithm for the consistent estimation of the Hurst distribution in moderately high dimensions
  30 Jan 2025 0 repositories listed
• Large Language Models are Few-shot Multivariate Time Series Classifiers
  30 Jan 2025 0 repositories listed
• KoopAGRU: A Koopman-based Anomaly Detection in Time-Series using Gated Recurrent Units
  29 Jan 2025 0 repositories listed
• Long-term prediction of El Niño-Southern Oscillation using reservoir computing with data-driven realtime filter
  29 Jan 2025 0 repositories listed
• NF-MKV Net: A Constraint-Preserving Neural Network Approach to Solving Mean-Field Games Equilibrium
  29 Jan 2025 0 repositories listed
• Transformer Based Time-Series Forecasting for Stock
  29 Jan 2025 0 repositories listed
• Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation
  28 Jan 2025 0 repositories listed
• LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience
  28 Jan 2025 0 repositories listed
• Tailored Forecasting from Short Time Series via Meta-learning
  27 Jan 2025 0 repositories listed
• TimeHF: Billion-Scale Time Series Models Guided by Human Feedback
  27 Jan 2025 0 repositories listed

Syntology lines on 3 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.