Browse State-of-the-Art › Time Series › Papers, page 36
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 36 of 92: papers 3,501 to 3,600 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.
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GG-SSMs: Graph-Generating State Space Models17 Dec 2024 0 repositories listed
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Synthetic Time Series Data Generation for Healthcare Applications: A PCG Case Study17 Dec 2024 0 repositories listed
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Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting16 Dec 2024 0 repositories listed
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Are Large Language Models Useful for Time Series Data Analysis?16 Dec 2024 0 repositories listed
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Deep-learning-based identification of individual motion characteristics from upper-limb trajectories towards disorder stage evaluation16 Dec 2024 0 repositories listed
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Multimodal LLM for Intelligent Transportation Systems16 Dec 2024 0 repositories listed
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Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models15 Dec 2024 0 repositories listed
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Hierarchical Bidirectional Transition Dispersion Entropy-based Lempel-Ziv Complexity and Its Application in Fault-Bearing Diagnosis15 Dec 2024 0 repositories listed
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Learning Latent Spaces for Domain Generalization in Time Series Forecasting15 Dec 2024 0 repositories listed
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Missing data imputation for noisy time-series data and applications in healthcare15 Dec 2024 0 repositories listed
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Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism15 Dec 2024 0 repositories listed
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VAR models with an index structure: A survey with new results15 Dec 2024 0 repositories listed
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Upstream flow geometries can be uniquely learnt from single-point turbulence signatures14 Dec 2024 0 repositories listed
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WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions14 Dec 2024 0 repositories listed
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Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert Systems13 Dec 2024 0 repositories listed
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Multivariate Time Series Clustering for Environmental State Characterization of Ground-Based Gravitational-Wave Detectors13 Dec 2024 0 repositories listed
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Agtech Framework for Cranberry-Ripening Analysis Using Vision Foundation Models12 Dec 2024 0 repositories listed
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Conformal Prediction on Quantifying Uncertainty of Dynamic Systems12 Dec 2024 0 repositories listed
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LLMs for Time Series: an Application for Single Stocks and Statistical Arbitrage12 Dec 2024 0 repositories listed
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Quantum Kernel-Based Long Short-term Memory for Climate Time-Series Forecasting12 Dec 2024 0 repositories listed
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Spectral Differential Network Analysis for High-Dimensional Time Series10 Dec 2024 0 repositories listed
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Exploring the Impact of Synthetic Data on Human Gesture Recognition Tasks Using GANs9 Dec 2024 0 repositories listed
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Measuring Pre-training Data Quality without Labels for Time Series Foundation Models9 Dec 2024 0 repositories listed
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9 Dec 2024 0 repositories listed
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Spiking Neural Networks for Radio Frequency Interference Detection in Radio Astronomy9 Dec 2024 0 repositories listed
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Systematic comparison of deep generative models applied to multivariate financial time series9 Dec 2024 0 repositories listed
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Variable Selection for Comparing High-dimensional Time-Series Data9 Dec 2024 0 repositories listed
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Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond8 Dec 2024 0 repositories listed
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A New Perspective on Time Series Anomaly Detection: Faster Patch-based Broad Learning System7 Dec 2024 0 repositories listed
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Leveraging Time-Series Foundation Model for Subsurface Well Logs Prediction and Anomaly Detection7 Dec 2024 0 repositories listed
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STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs7 Dec 2024 0 repositories listed
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Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization6 Dec 2024 0 repositories listed
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KEDformer:Knowledge Extraction Seasonal Trend Decomposition for Long-term Sequence Prediction6 Dec 2024 0 repositories listed
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Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learning6 Dec 2024 0 repositories listed
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An Efficient Model Maintenance Approach for MLOps5 Dec 2024 0 repositories listed
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Mixed Delay/Nondelay Embeddings Based Neuromorphic Computing with Patterned Nanomagnet Arrays5 Dec 2024 0 repositories listed
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Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models4 Dec 2024 0 repositories listed
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Research on Financial Multi-Asset Portfolio Risk Prediction Model Based on Convolutional Neural Networks and Image Processing4 Dec 2024 0 repositories listed
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UTSD: Unified Time Series Diffusion Model4 Dec 2024 0 repositories listed
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LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data3 Dec 2024 0 repositories listed
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Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control3 Dec 2024 0 repositories listed
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Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting2 Dec 2024 0 repositories listed
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Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks2 Dec 2024 0 repositories listed
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MuSiCNet: A Gradual Coarse-to-Fine Framework for Irregularly Sampled Multivariate Time Series Analysis2 Dec 2024 0 repositories listed
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A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series1 Dec 2024 0 repositories listed
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Fine-Tuning Pre-trained Large Time Series Models for Prediction of Wind Turbine SCADA Data30 Nov 2024 0 repositories listed
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Modelling Networked Dynamical System by Temporal Graph Neural ODE with Irregularly Partial Observed Time-series Data29 Nov 2024 0 repositories listed
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Unsupervised Learning Approach to Anomaly Detection in Gravitational Wave Data29 Nov 2024 0 repositories listed
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An Adversarial Learning Approach to Irregular Time-Series Forecasting28 Nov 2024 0 repositories listed
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Heterogeneous Relationships of Subjects and Shapelets for Semi-supervised Multivariate Series Classification27 Nov 2024 0 repositories listed
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LLM-ABBA: Understanding time series via symbolic approximation27 Nov 2024 0 repositories listed
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Ridge Regression for Manifold-valued Time-Series with Application to Meteorological Forecast27 Nov 2024 0 repositories listed
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The Performance of the LSTM-based Code Generated by Large Language Models (LLMs) in Forecasting Time Series Data27 Nov 2024 0 repositories listed
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Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series26 Nov 2024 0 repositories listed
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GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network26 Nov 2024 0 repositories listed
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Leaning Time-Varying Instruments for Identifying Causal Effects in Time-Series Data26 Nov 2024 0 repositories listed
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MFF-FTNet: Multi-scale Feature Fusion across Frequency and Temporal Domains for Time Series Forecasting26 Nov 2024 0 repositories listed
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Rock the KASBA: Blazingly Fast and Accurate Time Series Clustering26 Nov 2024 0 repositories listed
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Time-Series Forecasting in Smart Manufacturing Systems: An Experimental Evaluation of the State-of-the-art Algorithms26 Nov 2024 0 repositories listed
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CatNet: Controlling the False Discovery Rate in LSTM with SHAP Feature Importance and Gaussian Mirrors25 Nov 2024 0 repositories listed
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Clustering Time Series Data with Gaussian Mixture Embeddings in a Graph Autoencoder Framework25 Nov 2024 0 repositories listed
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Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries25 Nov 2024 0 repositories listed
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Learning Predictive Checklists with Probabilistic Logic Programming25 Nov 2024 0 repositories listed
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Towards Foundation Models for Critical Care Time Series25 Nov 2024 0 repositories listed
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Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting24 Nov 2024 0 repositories listed
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LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting24 Nov 2024 0 repositories listed
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Research on Optimal Portfolio Based on Multifractal Features24 Nov 2024 0 repositories listed
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Tackling Data Heterogeneity in Federated Time Series Forecasting24 Nov 2024 0 repositories listed
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A Unified Energy Management Framework for Multi-Timescale Forecasting in Smart Grids22 Nov 2024 0 repositories listed
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Complexity synchronization analysis of neurophysiological data: Theory and methods21 Nov 2024 0 repositories listed
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From RNNs to Foundation Models: An Empirical Study on Commercial Building Energy Consumption21 Nov 2024 0 repositories listed
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Conformal Prediction for Hierarchical Data20 Nov 2024 0 repositories listed
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SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers20 Nov 2024 0 repositories listed
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A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data19 Nov 2024 0 repositories listed
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Forecasting Application Counts in Talent Acquisition Platforms: Harnessing Multimodal Signals using LMs19 Nov 2024 0 repositories listed
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Machine Learning Approaches on Crop Pattern Recognition a Comparative Analysis19 Nov 2024 0 repositories listed
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A Hybrid Loss Framework for Decomposition-based Time Series Forecasting Methods: Balancing Global and Component Errors18 Nov 2024 0 repositories listed
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Neural and Time-Series Approaches for Pricing Weather Derivatives: Performance and Regime Adaptation Using Satellite Data18 Nov 2024 0 repositories listed
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ST-Tree with Interpretability for Multivariate Time Series Classification18 Nov 2024 0 repositories listed
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Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting17 Nov 2024 0 repositories listed
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FlowScope: Enhancing Decision Making by Time Series Forecasting based on Prediction Optimization using HybridFlow Forecast Framework16 Nov 2024 0 repositories listed
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Causal Time-Series Synchronization for Multi-Dimensional Forecasting15 Nov 2024 0 repositories listed
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How quantum computing can enhance biomarker discovery15 Nov 2024 0 repositories listed
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Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset15 Nov 2024 0 repositories listed
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Semiparametric inference for impulse response functions using double/debiased machine learning15 Nov 2024 0 repositories listed
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Approximate Probabilistic Inference for Time-Series Data A Robust Latent Gaussian Model With Temporal Awareness14 Nov 2024 0 repositories listed
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Sparse Interval-valued Time Series Modeling with Machine Learning14 Nov 2024 0 repositories listed
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Accelerating Quasi-Static Time Series Simulations with Foundation Models13 Nov 2024 0 repositories listed
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AstroM³: A self-supervised multimodal model for astronomy13 Nov 2024 0 repositories listed
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CLaSP: Learning Concepts for Time-Series Signals from Natural Language Supervision13 Nov 2024 0 repositories listed
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How to quantify interaction strengths? A critical rethinking of the interaction Jacobian and evaluation methods for non-parametric inference in time series analysis13 Nov 2024 0 repositories listed
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Transformer-based Time-Series Biomarker Discovery for COPD Diagnosis13 Nov 2024 0 repositories listed
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Multimodal Clinical Reasoning through Knowledge-augmented Rationale Generation12 Nov 2024 0 repositories listed
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New approaches of the DCC-GARCH residual: Application to foreign exchange rates12 Nov 2024 0 repositories listed
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ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting11 Nov 2024 0 repositories listed
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Reconstruction of neuromorphic dynamics from a single scalar time series using variational autoencoder and neural network map11 Nov 2024 0 repositories listed
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A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization9 Nov 2024 0 repositories listed
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BreakGPT: Leveraging Large Language Models for Predicting Asset Price Surges9 Nov 2024 0 repositories listed
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EffiCANet: Efficient Time Series Forecasting with Convolutional Attention7 Nov 2024 0 repositories listed
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From CNN to CNN + RNN: Adapting Visualization Techniques for Time-Series Anomaly Detection7 Nov 2024 0 repositories listed