Browse State-of-the-Art › Time Series Analysis › Papers, page 21

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 21 of 68: papers 2,001 to 2,100 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.

• Intraday Functional PCA Forecasting of Cryptocurrency Returns
  26 May 2025 0 repositories listed
• VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis
  24 May 2025 0 repositories listed
• Large Language models for Time Series Analysis: Techniques, Applications, and Challenges
  21 May 2025 0 repositories listed
• Byte Pair Encoding for Efficient Time Series Forecasting
  20 May 2025 0 repositories listed
• Level Generation with Quantum Reservoir Computing
  19 May 2025 0 repositories listed
• TSPulse: Dual Space Tiny Pre-Trained Models for Rapid Time-Series Analysis
  19 May 2025 0 repositories listed
• The Impact of COVID-19 on FinTech Lending in Indonesia: Evidence From Interrupted Time Series Analysis
  10 May 2025 0 repositories listed
• Recognizing Ornaments in Vocal Indian Art Music with Active Annotation
  7 May 2025 0 repositories listed
• Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts
  2 May 2025 0 repositories listed
• Geospatial and Temporal Trends in Urban Transportation: A Study of NYC Taxis and Pathao Food Deliveries
  2 May 2025 0 repositories listed
• Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series
  30 Apr 2025 0 repositories listed
• United States Road Accident Prediction using Random Forest Predictor
  28 Apr 2025 0 repositories listed
• On Multivariate Financial Time Series Classification
  24 Apr 2025 0 repositories listed
• Time-Series Analysis on Edge-AI Hardware for Healthcare Monitoring
  21 Apr 2025 0 repositories listed
• Pets: General Pattern Assisted Architecture For Time Series Analysis
  19 Apr 2025 0 repositories listed
• Transformer Encoder and Multi-features Time2Vec for Financial Prediction
  18 Apr 2025 0 repositories listed
• AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification
  14 Apr 2025 0 repositories listed
• Foundation Models for Time Series: A Survey
  5 Apr 2025 0 repositories listed
• Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning
  3 Apr 2025 0 repositories listed
• Did ChatGPT or Copilot use alter the style of internet news headlines? A time series regression analysis
  31 Mar 2025 0 repositories listed
• Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting
  29 Mar 2025 0 repositories listed
• Deep Learning for Human Locomotion Analysis in Lower-Limb Exoskeletons: A Comparative Study
  21 Mar 2025 0 repositories listed
• HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction
  19 Mar 2025 0 repositories listed
• Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification
  19 Mar 2025 0 repositories listed
• Early Detection of Forest Calamities in Homogeneous Stands -- Deep Learning Applied to Bark-Beetle Outbreaks
  17 Mar 2025 0 repositories listed
• Leapfrogging of a deterministic model for microeconomic systems in competitive markets
  17 Mar 2025 0 repositories listed
• Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models
  14 Mar 2025 0 repositories listed
• Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data
  13 Mar 2025 0 repositories listed
• Reconstructing Noisy Gene Regulation Dynamics Using Extrinsic-Noise-Driven Neural Stochastic Differential Equations
  12 Mar 2025 0 repositories listed
• A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph
  10 Mar 2025 0 repositories listed
• Machine learning algorithms to predict stroke in China based on causal inference of time series analysis
  10 Mar 2025 0 repositories listed
• Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
  2 Mar 2025 0 repositories listed
• Decoding Financial Health in Kenyas' Medical Insurance Sector: A Data-Driven Cluster Analysis
  24 Feb 2025 0 repositories listed
• Demand Forecasting for Electric Vehicle Charging Stations using Multivariate Time-Series Analysis
  22 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
• An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation
  18 Feb 2025 0 repositories listed
• Noumenal Labs White Paper: How To Build A Brain
  16 Feb 2025 0 repositories listed
• Comprehensive Review of Neural Differential Equations for Time Series Analysis
  14 Feb 2025 0 repositories listed
• Time Series Analysis of Rankings: A GARCH-Type Approach
  7 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)
• LAST SToP For Modeling Asynchronous Time Series
  4 Feb 2025 0 repositories listed
• Position: Empowering Time Series Reasoning with Multimodal LLMs
  3 Feb 2025 0 repositories listed
• Large Language Models are Few-shot Multivariate Time Series Classifiers
  30 Jan 2025 0 repositories listed
• Unifying Prediction and Explanation in Time-Series Transformers via Shapley-based Pretraining
  25 Jan 2025 0 repositories listed
• DASKT: A Dynamic Affect Simulation Method for Knowledge Tracing
  18 Jan 2025 0 repositories listed
• BRATI: Bidirectional Recurrent Attention for Time-Series Imputation
  9 Jan 2025 0 repositories listed
• Behavioural Analytics: Mathematics of the Mind
  7 Jan 2025 0 repositories listed
• Time Series Language Model for Descriptive Caption Generation
  3 Jan 2025 0 repositories listed
• CORAL: Concept Drift Representation Learning for Co-evolving Time-series
  2 Jan 2025 0 repositories listed
• Econometric Analysis of Pandemic Disruption and Recovery Trajectory in the U.S. Rail Freight Industry
  30 Dec 2024 0 repositories listed
• Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models
  30 Dec 2024 0 repositories listed
• A Survey on Time-Series Distance Measures
  29 Dec 2024 0 repositories listed
• Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems
  28 Dec 2024 0 repositories listed
• Hidformer: Transformer-Style Neural Network in Stock Price Forecasting
  27 Dec 2024 0 repositories listed
• Adopting Trustworthy AI for Sleep Disorder Prediction: Deep Time Series Analysis with Temporal Attention Mechanism and Counterfactual Explanations
  25 Dec 2024 0 repositories listed
• CNN-LSTM Hybrid Deep Learning Model for Remaining Useful Life Estimation
  20 Dec 2024 0 repositories listed
• GG-SSMs: Graph-Generating State Space Models
  17 Dec 2024 0 repositories listed
• Are Large Language Models Useful for Time Series Data Analysis?
  16 Dec 2024 0 repositories listed
• UTSD: Unified Time Series Diffusion Model
  4 Dec 2024 0 repositories listed
• MuSiCNet: A Gradual Coarse-to-Fine Framework for Irregularly Sampled Multivariate Time Series Analysis
  2 Dec 2024 0 repositories listed
• A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series
  1 Dec 2024 0 repositories listed
• Machine Learning Algorithms to Assess Site Closure Time Frames for Soil and Groundwater Contamination
  15 Nov 2024 0 repositories listed
• Sparse Interval-valued Time Series Modeling with Machine Learning
  14 Nov 2024 0 repositories listed
• How to quantify interaction strengths? A critical rethinking of the interaction Jacobian and evaluation methods for non-parametric inference in time series analysis
  13 Nov 2024 0 repositories listed
• Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis
  6 Nov 2024 0 repositories listed
• bursty_dynamics: A Python Package for Exploring the Temporal Properties of Longitudinal Data
  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
• Upcycling Human Excrement: The Gut Microbiome to Soil Microbiome Axis
  5 Nov 2024 0 repositories listed
• Higher-order Cross-structural Embedding Model for Time Series Analysis
  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
• Hierarchical Multimodal LLMs with Semantic Space Alignment for Enhanced Time Series Classification
  24 Oct 2024 0 repositories listed
• QIXAI: A Quantum-Inspired Framework for Enhancing Classical and Quantum Model Transparency and Understanding
  21 Oct 2024 0 repositories listed
• HiPPO-KAN: Efficient KAN Model for Time Series Analysis
  19 Oct 2024 0 repositories listed
• On the Regularization of Learnable Embeddings for Time Series Processing
  18 Oct 2024 0 repositories listed
• Revisited Large Language Model for Time Series Analysis through Modality Alignment
  16 Oct 2024 0 repositories listed
• Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP)
  14 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
• Generalizable autoregressive modeling of time series through functional narratives
  10 Oct 2024 0 repositories listed
• Scintillation pulse characterization with spectrum-inspired temporal neural networks: case studies on particle detector signals
  9 Oct 2024 0 repositories listed
• Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs
  8 Oct 2024 0 repositories listed
• Training-free LLM-generated Text Detection by Mining Token Probability Sequences
  8 Oct 2024 0 repositories listed
• SEN12-WATER: A New Dataset for Hydrological Applications and its Benchmarking
  25 Sep 2024 0 repositories listed
• TS-HTFA: Advancing Time Series Forecasting via Hierarchical Text-Free Alignment with Large Language Models
  23 Sep 2024 0 repositories listed
• Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining
  22 Sep 2024 0 repositories listed
• Exploring Representations and Interventions in Time Series Foundation Models
  19 Sep 2024 0 repositories listed
• A point process approach for the classification of noisy calcium imaging data
  16 Sep 2024 0 repositories listed
• Weather Prediction Using CNN-LSTM for Time Series Analysis: A Case Study on Delhi Temperature Data
  14 Sep 2024 0 repositories listed
• Second-order difference subspace
  13 Sep 2024 0 repositories listed
• Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series
  12 Sep 2024 0 repositories listed
• An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis
  6 Sep 2024 0 repositories listed
• Application Research On Real-Time Perception Of Device Performance Status
  5 Sep 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
• Quantitative Evaluation of Full-Scale Ship Maneuvering Characteristics During Berthing and Unberthing
  24 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
• Topological Representational Similarity Analysis in Brains and Beyond
  21 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
• Time Series Analysis by State Space Learning
  17 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

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.