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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 31 of 92: papers 3,001 to 3,100 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.

• Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring
  16 Jun 2025 0 repositories listed
• OPTIMUS: Observing Persistent Transformations in Multi-temporal Unlabeled Satellite-data
  16 Jun 2025 0 repositories listed
• SpaceTrack-TimeSeries: Time Series Dataset towards Satellite Orbit Analysis
  16 Jun 2025 0 repositories listed
• Model-Agnostic, Temperature-Informed Sampling Enhances Cross-Year Crop Mapping with Deep Learning
  15 Jun 2025 0 repositories listed
• Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation
  13 Jun 2025 0 repositories listed
• Can Time-Series Foundation Models Perform Building Energy Management Tasks?
  12 Jun 2025 0 repositories listed
• Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series
  12 Jun 2025 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Enhancing Bagging Ensemble Regression with Data Integration for Time Series-Based Diabetes Prediction
  11 Jun 2025 0 repositories listed
• Causal Graph Recovery in Neuroimaging through Answer Set Programming
  10 Jun 2025 0 repositories listed
• Diffusion-based Time Series Forecasting for Sewerage Systems
  10 Jun 2025 0 repositories listed
• Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers
  10 Jun 2025 0 repositories listed
• Towards Robust Real-World Multivariate Time Series Forecasting: A Unified Framework for Dependency, Asynchrony, and Missingness
  10 Jun 2025 0 repositories listed
• Benchmarking Pre-Trained Time Series Models for Electricity Price Forecasting
  9 Jun 2025 0 repositories listed
• MIRA: Medical Time Series Foundation Model for Real-World Health Data
  9 Jun 2025 0 repositories listed
• MS-TVNet:A Long-Term Time Series Prediction Method Based on Multi-Scale Dynamic Convolution
  8 Jun 2025 0 repositories listed
• A cautious user's guide in applying HMMs to physical systems
  6 Jun 2025 0 repositories listed
• DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series
  6 Jun 2025 0 repositories listed
• How to Unlock Time Series Editing? Diffusion-Driven Approach with Multi-Grained Control
  5 Jun 2025 0 repositories listed
• Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction
  5 Jun 2025 0 repositories listed Syntology 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• TRACE: Contrastive learning for multi-trial time-series data in neuroscience
  5 Jun 2025 0 repositories listed
• CHIME: Conditional Hallucination and Integrated Multi-scale Enhancement for Time Series Diffusion Model
  4 Jun 2025 0 repositories listed
• Dynamic mapping from static labels: remote sensing dynamic sample generation with temporal-spectral embedding
  3 Jun 2025 0 repositories listed
• On the Necessity of Multi-Domain Explanation: An Uncertainty Principle Approach for Deep Time Series Models
  3 Jun 2025 0 repositories listed
• Stock Market Telepathy: Graph Neural Networks Predicting the Secret Conversations between MINT and G7 Countries
  2 Jun 2025 0 repositories listed
• Temporal Variational Implicit Neural Representations
  2 Jun 2025 0 repositories listed
• The Promise of Spiking Neural Networks for Ubiquitous Computing: A Survey and New Perspectives
  2 Jun 2025 0 repositories listed
• Trojan Horse Hunt in Time Series Forecasting for Space Operations
  2 Jun 2025 0 repositories listed
• TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment
  2 Jun 2025 0 repositories listed Syntology 3 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100
  1 Jun 2025 0 repositories listed
• A Family of Robust Generalized Adaptive Filters and Application for Time-series Prediction
  31 May 2025 0 repositories listed
• Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification
  31 May 2025 0 repositories listed
• Machine-learning Growth at Risk
  31 May 2025 0 repositories listed
• Binary Cumulative Encoding meets Time Series Forecasting
  30 May 2025 0 repositories listed
• Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series
  30 May 2025 0 repositories listed Syntology 4 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
  29 May 2025 0 repositories listed
• Improving Time Series Forecasting via Instance-aware Post-hoc Revision
  29 May 2025 0 repositories listed Syntology 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples)
• Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning
  29 May 2025 0 repositories listed Syntology 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
• Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
  29 May 2025 0 repositories listed
• Towards Explainable Sequential Learning
  29 May 2025 0 repositories listed
• Trajectory Generator Matching for Time Series
  29 May 2025 0 repositories listed
• Continuous Evolution Pool: Taming Recurring Concept Drift in Online Time Series Forecasting
  28 May 2025 0 repositories listed
• Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures
  27 May 2025 0 repositories listed
• Are Time-Series Foundation Models Deployment-Ready? A Systematic Study of Adversarial Robustness Across Domains
  26 May 2025 0 repositories listed
• Learning with Expected Signatures: Theory and Applications
  26 May 2025 0 repositories listed
• VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis
  24 May 2025 0 repositories listed
• HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting
  23 May 2025 0 repositories listed
• TransDF: Time-Series Forecasting Needs Transformed Label Alignment
  23 May 2025 0 repositories listed Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
• CAIFormer: A Causal Informed Transformer for Multivariate Time Series Forecasting
  22 May 2025 0 repositories listed
• Analysis of Distributional Dynamics for Repeated Cross-Sectional and Intra-Period Observations
  21 May 2025 0 repositories listed
• Estimation methods of Matrix-valued AR model
  21 May 2025 0 repositories listed
• Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation
  21 May 2025 0 repositories listed
• FR-Mamba: Time-Series Physical Field Reconstruction Based on State Space Model
  21 May 2025 0 repositories listed
• Large Language models for Time Series Analysis: Techniques, Applications, and Challenges
  21 May 2025 0 repositories listed
• MoTime: A Dataset Suite for Multimodal Time Series Forecasting
  21 May 2025 0 repositories listed
• Time Tracker: Mixture-of-Experts-Enhanced Foundation Time Series Forecasting Model with Decoupled Training Pipelines
  21 May 2025 0 repositories listed
• A system identification approach to clustering vector autoregressive time series
  20 May 2025 0 repositories listed
• Adaptive stable distribution and Hurst exponent by method of moments moving estimator for nonstationary time series
  20 May 2025 0 repositories listed
• Assimilative Causal Inference
  20 May 2025 0 repositories listed
• Byte Pair Encoding for Efficient Time Series Forecasting
  20 May 2025 0 repositories listed
• Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data
  20 May 2025 0 repositories listed
• Leveraging Multivariate Long-Term History Representation for Time Series Forecasting
  20 May 2025 0 repositories listed
• MSDformer: Multi-scale Discrete Transformer For Time Series Generation
  20 May 2025 0 repositories listed
• Text embedding models can be great data engineers
  20 May 2025 0 repositories listed
• Time Series Similarity Score Functions to Monitor and Interact with the Training and Denoising Process of a Time Series Diffusion Model applied to a Human Activity Recognition Dataset based on IMUs
  20 May 2025 0 repositories listed
• Time to Embed: Unlocking Foundation Models for Time Series with Channel Descriptions
  20 May 2025 0 repositories listed
• CATS: Clustering-Aggregated and Time Series for Business Customer Purchase Intention Prediction
  19 May 2025 0 repositories listed
• Enhancing Channel-Independent Time Series Forecasting via Cross-Variate Patch Embedding
  19 May 2025 0 repositories listed
• Enhancing LLMs for Time Series Forecasting via Structure-Guided Cross-Modal Alignment
  19 May 2025 0 repositories listed
• Graph Neural Networks Based Anomalous RSSI Detection
  19 May 2025 0 repositories listed
• Hierarchical Representations for Evolving Acyclic Vector Autoregressions (HEAVe)
  19 May 2025 0 repositories listed
• Level Generation with Quantum Reservoir Computing
  19 May 2025 0 repositories listed
• ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model
  19 May 2025 0 repositories listed
• True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics
  19 May 2025 0 repositories listed
• TSPulse: Dual Space Tiny Pre-Trained Models for Rapid Time-Series Analysis
  19 May 2025 0 repositories listed
• Alternators With Noise Models
  18 May 2025 0 repositories listed
• Multi-Order Wavelet Derivative Transform for Deep Time Series Forecasting
  17 May 2025 0 repositories listed
• Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting
  16 May 2025 0 repositories listed
• Inferring the Most Similar Variable-length Subsequences between Multidimensional Time Series
  16 May 2025 0 repositories listed
• A Set-Sequence Model for Time Series
  16 May 2025 0 repositories listed
• Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline
  16 May 2025 0 repositories listed
• Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion
  16 May 2025 0 repositories listed
• Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network
  16 May 2025 0 repositories listed
• Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning
  16 May 2025 0 repositories listed
• Beyond Time: Cross-Dimensional Frequency Supervision for Time Series Forecasting
  16 May 2025 0 repositories listed
• Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series
  16 May 2025 0 repositories listed
• Foundation Time-Series AI Model for Realized Volatility Forecasting
  16 May 2025 0 repositories listed
• Nearest Neighbor Multivariate Time Series Forecasting
  16 May 2025 0 repositories listed
• ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Data
  15 May 2025 0 repositories listed
• Does Scaling Law Apply in Time Series Forecasting?
  15 May 2025 0 repositories listed
• Informed Forecasting: Leveraging Auxiliary Knowledge to Boost LLM Performance on Time Series Forecasting
  15 May 2025 0 repositories listed
• A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting
  13 May 2025 0 repositories listed
• Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation
  13 May 2025 0 repositories listed
• Evaluating Simplification Algorithms for Interpretability of Time Series Classification
  13 May 2025 0 repositories listed
• SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models
  13 May 2025 0 repositories listed
• 4TaStiC: Time and trend traveling time series clustering for classifying long-term type 2 diabetes patients
  12 May 2025 0 repositories listed
• Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism
  12 May 2025 0 repositories listed
• DELPHYNE: A Pre-Trained Model for General and Financial Time Series
  12 May 2025 0 repositories listed
• Revisiting the Excess Volatility Puzzle Through the Lens of the Chiarella Model
  12 May 2025 0 repositories listed
• Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers
  11 May 2025 0 repositories listed
• NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks
  11 May 2025 0 repositories listed

Syntology lines on 7 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.