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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 33 of 92: papers 3,201 to 3,300 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.

• Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning
  3 Apr 2025 0 repositories listed
• VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection
  3 Apr 2025 0 repositories listed
• A Prefixed Patch Time Series Transformer for Two-Point Boundary Value Problems in Three-Body Problems
  2 Apr 2025 0 repositories listed
• Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements
  2 Apr 2025 0 repositories listed
• Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates
  2 Apr 2025 0 repositories listed
• Efficient Model Selection for Time Series Forecasting via LLMs
  2 Apr 2025 0 repositories listed
• FastFlow: Early Yet Robust Network Flow Classification using the Minimal Number of Time-Series Packets
  2 Apr 2025 0 repositories listed
• Inference of hidden common driver dynamics by anisotropic self-organizing neural networks
  2 Apr 2025 0 repositories listed
• Methodology for Detecting Energy Anomalies due to Multi-Replay Attacks on Electric Vehicle Charging Infrastructure
  1 Apr 2025 0 repositories listed
• Nonparametric spectral density estimation using interactive mechanisms under local differential privacy
  1 Apr 2025 0 repositories listed
• CITRAS: Covariate-Informed Transformer for Time Series Forecasting
  31 Mar 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
• Frequency-Aware Attention-LSTM for PM_(2.5) Time Series Forecasting
  31 Mar 2025 0 repositories listed
• ModelRadar: Aspect-based Forecast Evaluation
  31 Mar 2025 0 repositories listed
• Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning
  31 Mar 2025 0 repositories listed
• Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting
  30 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
• The geomagnetic storm and Kp prediction using Wasserstein transformer
  29 Mar 2025 0 repositories listed
• DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation
  28 Mar 2025 0 repositories listed
• Long-Term Electricity Demand Prediction Using Non-negative Tensor Factorization and Genetic Algorithm-Driven Temporal Modeling
  28 Mar 2025 0 repositories listed
• MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series
  28 Mar 2025 0 repositories listed
• Data-Driven Extreme Response Estimation
  27 Mar 2025 0 repositories listed
• Dual-Splitting Conformal Prediction for Multi-Step Time Series Forecasting
  27 Mar 2025 0 repositories listed
• LeForecast: Enterprise Hybrid Forecast by Time Series Intelligence
  27 Mar 2025 0 repositories listed
• Multimodal Data Integration for Sustainable Indoor Gardening: Tracking Anyplant with Time Series Foundation Model
  27 Mar 2025 0 repositories listed
• Probabilistic Functional Neural Networks
  27 Mar 2025 0 repositories listed
• Retrieving Time-Series Differences Using Natural Language Queries
  27 Mar 2025 0 repositories listed
• Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection
  26 Mar 2025 0 repositories listed
• Addressing Challenges in Time Series Forecasting: A Comprehensive Comparison of Machine Learning Techniques
  26 Mar 2025 0 repositories listed
• Physics-Informed Neural Networks with Unknown Partial Differential Equations: an Application in Multivariate Time Series
  26 Mar 2025 0 repositories listed
• Refining Time Series Anomaly Detectors using Large Language Models
  26 Mar 2025 0 repositories listed
• The Nonlinear Impact of Minimum Wage on Labor Employment in China
  25 Mar 2025 0 repositories listed
• Towards Reliable Time Series Forecasting under Future Uncertainty: Ambiguity and Novelty Rejection Mechanisms
  25 Mar 2025 0 repositories listed
• Cryptocurrency Time Series on the Binary Complexity-Entropy Plane: Ranking Efficiency from the Perspective of Complex Systems
  24 Mar 2025 0 repositories listed
• Sentinel: Multi-Patch Transformer with Temporal and Channel Attention for Time Series Forecasting
  22 Mar 2025 0 repositories listed
• Spatiotemporal Impact of Trade Policy Variables on Asian Manufacturing Hubs: Bayesian Global Vector Autoregression Model
  22 Mar 2025 0 repositories listed
• CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series
  21 Mar 2025 0 repositories listed
• Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography
  21 Mar 2025 0 repositories listed
• TRACE: Time SeRies PArameter EffiCient FinE-tuning
  21 Mar 2025 0 repositories listed
• Machine learning identifies nullclines in oscillatory dynamical systems
  20 Mar 2025 0 repositories listed
• Multivariate Time Series Anomaly Detection in Industry 5.0
  20 Mar 2025 0 repositories listed
• Notes on Correlation Stress Tests
  20 Mar 2025 0 repositories listed
• Diffusion-Based Forecasting for Uncertainty-Aware Model Predictive Control
  19 Mar 2025 0 repositories listed
• Evaluating Time Series Models with Knowledge Discovery
  19 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
• ImputeGAP: A Comprehensive Library for Time Series Imputation
  19 Mar 2025 0 repositories listed
• On a Dissimilarity Metric for Analyzing Body Synergistic Coordination in Non-Periodic Motion
  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
• Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency
  18 Mar 2025 0 repositories listed
• Dynamical Mode Recognition of Turbulent Flames in a Swirl-stabilized Annular Combustor by a Time-series Learning Approach
  17 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
• Highly Efficient Direct Analytics on Semantic-aware Time Series Data Compression
  17 Mar 2025 0 repositories listed
• ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
  15 Mar 2025 0 repositories listed
• Lithium-ion Battery Capacity Prediction via Conditional Recurrent Generative Adversarial Network-based Time-Series Regeneration
  15 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
• Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection
  14 Mar 2025 0 repositories listed
• Hierarchical Information-Guided Spatio-Temporal Mamba for Stock Time Series Forecasting
  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
• Deep Learning for Time Series Forecasting: A Survey
  13 Mar 2025 0 repositories listed
• Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers
  13 Mar 2025 0 repositories listed
• EEG relative phase-based analysis unveils the complexity and universality of human brain dynamics: integrative insights from general anesthesia and ADHD
  12 Mar 2025 0 repositories listed
• LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics
  12 Mar 2025 0 repositories listed
• Predicting Lifespan of Ground-to-Air Multipath Components in mmWave UAV Channels
  12 Mar 2025 0 repositories listed
• Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain
  12 Mar 2025 0 repositories listed
• Data Driven Decision Making with Time Series and Spatio-temporal Data
  11 Mar 2025 0 repositories listed
• LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization
  11 Mar 2025 0 repositories listed
• MFRS: A Multi-Frequency Reference Series Approach to Scalable and Accurate Time-Series Forecasting
  11 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
• Enhancing Time Series Forecasting via Logic-Inspired Regularization
  10 Mar 2025 0 repositories listed
• FinTSBridge: A New Evaluation Suite for Real-world Financial Prediction with Advanced Time Series Models
  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
• PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning
  10 Mar 2025 0 repositories listed
• ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks
  10 Mar 2025 0 repositories listed
• Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA
  9 Mar 2025 0 repositories listed
• A Novel Distributed PV Power Forecasting Approach Based on Time-LLM
  8 Mar 2025 0 repositories listed
• Applied Machine Learning Methods with Long-Short Term Memory Based Recurrent Neural Networks for Multivariate Temperature Prediction
  8 Mar 2025 0 repositories listed
• Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature
  8 Mar 2025 0 repositories listed
• Generating Building-Level Heat Demand Time Series by Combining Occupancy Simulations and Thermal Modeling
  7 Mar 2025 0 repositories listed
• On reconstructing high derivatives of noisy time-series with confidence intervals
  7 Mar 2025 0 repositories listed
• Coarse graining and reduced order models for plume ejection dynamics
  6 Mar 2025 0 repositories listed
• CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation
  6 Mar 2025 0 repositories listed
• Interpretable Transformation and Analysis of Timelines through Learning via Surprisability
  6 Mar 2025 0 repositories listed
• TimeFound: A Foundation Model for Time Series Forecasting
  6 Mar 2025 0 repositories listed
• TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
  6 Mar 2025 0 repositories listed
• Differential Machine Learning for Time Series Prediction
  5 Mar 2025 0 repositories listed
• Graph-Augmented LSTM for Forecasting Sparse Anomalies in Graph-Structured Time Series
  5 Mar 2025 0 repositories listed
• Multimodal Stock Price Prediction: A Case Study of the Russian Securities Market
  5 Mar 2025 0 repositories listed
• BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling
  4 Mar 2025 0 repositories listed
• Lightweight Channel-wise Dynamic Fusion Model: Non-stationary Time Series Forecasting via Entropy Analysis
  4 Mar 2025 0 repositories listed
• Robust time series generation via Schrödinger Bridge: a comprehensive evaluation
  4 Mar 2025 0 repositories listed
• Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks
  3 Mar 2025 0 repositories listed
• Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios
  3 Mar 2025 0 repositories listed
• Unify and Anchor: A Context-Aware Transformer for Cross-Domain Time Series Forecasting
  3 Mar 2025 0 repositories listed
• Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
  2 Mar 2025 0 repositories listed
• A Compact Model for Large-Scale Time Series Forecasting
  28 Feb 2025 0 repositories listed
• Detection of anomalies in cow activity using wavelet transform based features
  28 Feb 2025 0 repositories listed
• Forecasting Monthly Residential Natural Gas Demand Using Just-In-Time-Learning Modeling
  28 Feb 2025 0 repositories listed
• Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series
  28 Feb 2025 0 repositories listed
• Using quantile time series and historical simulation to forecast financial risk multiple steps ahead
  28 Feb 2025 0 repositories listed
• Data-Driven Model Identification of Unbalanced Induction Motor Dynamics and Forces using SINDYc
  27 Feb 2025 0 repositories listed