Browse State-of-the-Art › Time Series › Papers, page 40

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 40 of 92: papers 3,901 to 4,000 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.

• Tree species classification at the pixel-level using deep learning and multispectral time series in an imbalanced context
  5 Aug 2024 0 repositories listed
• SPINEX-TimeSeries: Similarity-based Predictions with Explainable Neighbors Exploration for Time Series and Forecasting Problems
  4 Aug 2024 0 repositories listed
• Meta-Posterior Consistency for the Bayesian Inference of Metastable System
  3 Aug 2024 0 repositories listed
• Are EU low-carbon structural funds efficient in reducing emissions?
  3 Aug 2024 0 repositories listed
• Modeling stochastic eye tracking data: A comparison of quantum generative adversarial networks and Markov models
  1 Aug 2024 0 repositories listed
• An Extreme Value Theory Approach for Understanding Queue Length Dynamics in Adaptive Corridors
  1 Aug 2024 0 repositories listed
• Predictive maintenance solution for industrial systems -- an unsupervised approach based on log periodic power law
  1 Aug 2024 0 repositories listed
• Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
  31 Jul 2024 0 repositories listed
• Analyzing Customer-Facing Vendor Experiences with Time Series Forecasting and Monte Carlo Techniques
  30 Jul 2024 0 repositories listed
• A federated large language model for long-term time series forecasting
  30 Jul 2024 0 repositories listed
• Detecting Causality in the Frequency Domain with Cross-Mapping Coherence
  30 Jul 2024 0 repositories listed
• Time Series Anomaly Detection with CNN for Environmental Sensors in Healthcare-IoT
  30 Jul 2024 0 repositories listed
• Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN
  29 Jul 2024 0 repositories listed
• Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting
  29 Jul 2024 0 repositories listed
• Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting
  29 Jul 2024 0 repositories listed
• Time series forecasting with high stakes: A field study of the air cargo industry
  29 Jul 2024 0 repositories listed
• Long Range Switching Time Series Prediction via State Space Model
  27 Jul 2024 0 repositories listed
• Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection
  26 Jul 2024 0 repositories listed
• TCGPN: Temporal-Correlation Graph Pre-trained Network for Stock Forecasting
  26 Jul 2024 0 repositories listed
• DAM: Towards A Foundation Model for Time Series Forecasting
  25 Jul 2024 0 repositories listed
• EEG-SSM: Leveraging State-Space Model for Dementia Detection
  25 Jul 2024 0 repositories listed
• Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis
  25 Jul 2024 0 repositories listed
• Contrastive Learning Is Not Optimal for Quasiperiodic Time Series
  24 Jul 2024 0 repositories listed
• Time Series Missing Imputation with Multivariate Radial Basis Function Neural Network
  24 Jul 2024 0 repositories listed
• Alleviating Non-identifiability: a High-fidelity Calibration Objective for Financial Market Simulation with Multivariate Time Series Data
  23 Jul 2024 0 repositories listed
• Can time series forecasting be automated? A benchmark and analysis
  23 Jul 2024 0 repositories listed
• Forecasting Automotive Supply Chain Shortfalls with Heterogeneous Time Series
  23 Jul 2024 0 repositories listed
• C3T: Cross-modal Transfer Through Time for Sensor-based Human Activity Recognition
  23 Jul 2024 0 repositories listed
• A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting
  22 Jul 2024 0 repositories listed
• HIERVAR: A Hierarchical Feature Selection Method for Time Series Analysis
  22 Jul 2024 0 repositories listed
• Income, health, and spurious cointegration
  22 Jul 2024 0 repositories listed
• Synthetic Time Series for Anomaly Detection in Cloud Microservices
  21 Jul 2024 0 repositories listed
• Deep State Space Recurrent Neural Networks for Time Series Forecasting
  21 Jul 2024 0 repositories listed
• TADA: Temporal Adversarial Data Augmentation for Time Series Data
  21 Jul 2024 0 repositories listed
• ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classification
  20 Jul 2024 0 repositories listed
• Ensemble quantile-based deep learning framework for streamflow and flood prediction in Australian catchments
  20 Jul 2024 0 repositories listed
• FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting
  20 Jul 2024 0 repositories listed
• Mapping the disaggregated economy in real-time: Using granular payment network data to complement national accounts
  20 Jul 2024 0 repositories listed
• Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference
  19 Jul 2024 0 repositories listed
• Physical Data Embedding for Memory Efficient AI
  19 Jul 2024 0 repositories listed
• Time Series Generative Learning with Application to Brain Imaging Analysis
  19 Jul 2024 0 repositories listed
• DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection
  18 Jul 2024 0 repositories listed
• Exploring Facial Biomarkers for Depression through Temporal Analysis of Action Units
  18 Jul 2024 0 repositories listed
• Long Input Sequence Network for Long Time Series Forecasting
  18 Jul 2024 0 repositories listed
• Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift
  18 Jul 2024 0 repositories listed
• Sortability of Time Series Data
  18 Jul 2024 0 repositories listed
• Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity
  18 Jul 2024 0 repositories listed
• Towards Dynamic Feature Acquisition on Medical Time Series by Maximizing Conditional Mutual Information
  18 Jul 2024 0 repositories listed
• Tree semantic segmentation from aerial image time series
  18 Jul 2024 0 repositories listed
• Unsupervised and Interpretable Synthesizing for Electrical Time Series Based on Information Maximizing Generative Adversarial Nets
  18 Jul 2024 0 repositories listed
• Pre-Trained Foundation Model representations to uncover Breathing patterns in Speech
  17 Jul 2024 0 repositories listed
• AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models
  16 Jul 2024 0 repositories listed
• Diff-MTS: Temporal-Augmented Conditional Diffusion-based AIGC for Industrial Time Series Towards the Large Model Era
  16 Jul 2024 0 repositories listed
• Enhancing Multi-Step Brent Oil Price Forecasting with Ensemble Multi-Scenario Bi-GRU Networks
  15 Jul 2024 0 repositories listed
• ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting
  15 Jul 2024 0 repositories listed
• Omni-Dimensional Frequency Learner for General Time Series Analysis
  15 Jul 2024 0 repositories listed
• On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers
  15 Jul 2024 0 repositories listed
• The Dynamic, the Static, and the Weak: Factor models and the analysis of high-dimensional time series
  15 Jul 2024 0 repositories listed
• Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold
  14 Jul 2024 0 repositories listed
• Monopoly Unveiled: Telecom Breakups in the US and Mexico
  12 Jul 2024 0 repositories listed
• Comparative analysis of Mixed-Data Sampling (MIDAS) model compared to Lag-Llama model for inflation nowcasting
  11 Jul 2024 0 repositories listed
• FAR-Trans: An Investment Dataset for Financial Asset Recommendation
  11 Jul 2024 0 repositories listed
• How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation
  11 Jul 2024 0 repositories listed
• Sensor-Aware Classifiers for Energy-Efficient Time Series Applications on IoT Devices
  11 Jul 2024 0 repositories listed
• A Self-organizing Interval Type-2 Fuzzy Neural Network for Multi-Step Time Series Prediction
  10 Jul 2024 0 repositories listed
• Automating Weak Label Generation for Data Programming with Clinicians in the Loop
  10 Jul 2024 0 repositories listed
• Causal Discovery-Driven Change Point Detection in Time Series
  10 Jul 2024 0 repositories listed
• Reduced-Rank Matrix Autoregressive Models: A Medium N Approach
  10 Jul 2024 0 repositories listed
• Toto: Time Series Optimized Transformer for Observability
  10 Jul 2024 0 repositories listed
• LETS-C: Leveraging Text Embedding for Time Series Classification
  9 Jul 2024 0 repositories listed
• Temporal Convolution Derived Multi-Layered Reservoir Computing
  9 Jul 2024 0 repositories listed
• Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks
  8 Jul 2024 0 repositories listed
• GeoWATCH for Detecting Heavy Construction in Heterogeneous Time Series of Satellite Images
  8 Jul 2024 0 repositories listed
• JANET: Joint Adaptive predictioN-region Estimation for Time-series
  8 Jul 2024 0 repositories listed
• Time Series Dataset for Modeling and Forecasting of N₂O in Wastewater Treatment
  8 Jul 2024 0 repositories listed
• Volatility modeling in a Markovian environment: Two Ornstein-Uhlenbeck-related approaches
  8 Jul 2024 0 repositories listed
• Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data
  7 Jul 2024 0 repositories listed
• A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs
  6 Jul 2024 0 repositories listed
• Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT
  6 Jul 2024 0 repositories listed
• TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation
  5 Jul 2024 0 repositories listed
• Block-diagonal idiosyncratic covariance estimation in high-dimensional factor models for financial time series
  4 Jul 2024 0 repositories listed
• Text2TimeSeries: Enhancing Financial Forecasting through Time Series Prediction Updates with Event-Driven Insights from Large Language Models
  4 Jul 2024 0 repositories listed
• A Self-Supervised Task for Fault Detection in Satellite Multivariate Time Series
  3 Jul 2024 0 repositories listed
• Membership Inference Attacks Against Time-Series Models
  3 Jul 2024 0 repositories listed
• Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data
  3 Jul 2024 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Automated Knowledge Graph Learning in Industrial Processes
  2 Jul 2024 0 repositories listed
• Learning Graph Structures and Uncertainty for Accurate and Calibrated Time-series Forecasting
  2 Jul 2024 0 repositories listed
• Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing
  1 Jul 2024 0 repositories listed
• HGNET: A Hierarchical Feature Guided Network for Occupancy Flow Field Prediction
  1 Jul 2024 0 repositories listed
• Macroeconomic Forecasting with Large Language Models
  1 Jul 2024 0 repositories listed
• A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming
  30 Jun 2024 0 repositories listed
• NourishNet: Proactive Severity State Forecasting of Food Commodity Prices for Global Warning Systems
  30 Jun 2024 0 repositories listed
• Prediction of Sentinel-2 multi-band imagery with attention BiLSTM for continuous earth surface monitoring
  30 Jun 2024 0 repositories listed
• Deciphering interventional dynamical causality from non-intervention systems
  29 Jun 2024 0 repositories listed
• Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model
  29 Jun 2024 0 repositories listed
• Learning Time-Varying Multi-Region Communications via Scalable Markovian Gaussian Processes
  29 Jun 2024 0 repositories listed
• Nonequilibrium dynamics and thermodynamics provide the underlying physical mechanism of the perceptual rivalry
  29 Jun 2024 0 repositories listed
• Filtration learning in exact multi-parameter persistent homology and classification of time-series data
  28 Jun 2024 0 repositories listed
• Querying Labeled Time Series Data with Scenario Programs
  25 Jun 2024 0 repositories listed
• Research on Education Big Data for Students Academic Performance Analysis based on Machine Learning
  25 Jun 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.