Browse State-of-the-Art › Time Series › Papers, page 41
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 41 of 92: papers 4,001 to 4,100 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.
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Multi-Modal Vision Transformers for Crop Mapping from Satellite Image Time Series24 Jun 2024 0 repositories listed
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Improving Rehabilitative Assessment with Statistical and Shape Preserving Surrogate Data and Singular Spectrum Analysis22 Jun 2024 0 repositories listed
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How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series21 Jun 2024 0 repositories listed
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Capturing Temporal Components for Time Series Classification20 Jun 2024 0 repositories listed
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Movement-Prediction-Adjusted Naïve Forecast20 Jun 2024 0 repositories listed
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Prediction of Unobserved Bifurcation by Unsupervised Extraction of Slowly Time-Varying System Parameter Dynamics from Time Series Using Reservoir Computing20 Jun 2024 0 repositories listed
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Understanding Different Design Choices in Training Large Time Series Models20 Jun 2024 0 repositories listed
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A Primal-Dual Framework for Transformers and Neural Networks19 Jun 2024 0 repositories listed
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Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models19 Jun 2024 0 repositories listed
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Robust Time Series Forecasting with Non-Heavy-Tailed Gaussian Loss-Weighted Sampler19 Jun 2024 0 repositories listed
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Stock Volume Forecasting with Advanced Information by Conditional Variational Auto-Encoder19 Jun 2024 0 repositories listed
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Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models18 Jun 2024 0 repositories listed
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Frequency-Domain Data-Driven Predictive Control18 Jun 2024 0 repositories listed
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Generalization bounds for mixing processes via delayed online-to-PAC conversions18 Jun 2024 0 repositories listed
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Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation18 Jun 2024 0 repositories listed
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Time Series Modeling for Heart Rate Prediction: From ARIMA to Transformers18 Jun 2024 0 repositories listed
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Delay Embedding Theory of Neural Sequence Models17 Jun 2024 0 repositories listed
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Modeling, Inference, and Prediction in Mobility-Based Compartmental Models for Epidemiology17 Jun 2024 0 repositories listed
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LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction16 Jun 2024 0 repositories listed
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Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting14 Jun 2024 0 repositories listed
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Brain-Inspired Spike Echo State Network Dynamics for Aero-Engine Intelligent Fault Prediction14 Jun 2024 0 repositories listed
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WindowMixer: Intra-Window and Inter-Window Modeling for Time Series Forecasting14 Jun 2024 0 repositories listed
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How & Why To Use Audience Segmentation to Maximize (Listener) Demand Across Digital Music Portfolio13 Jun 2024 0 repositories listed
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LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices13 Jun 2024 0 repositories listed
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On when is Reservoir Computing with Cellular Automata Beneficial?13 Jun 2024 0 repositories listed
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Precise analysis of ridge interpolators under heavy correlations -- a Random Duality Theory view13 Jun 2024 0 repositories listed
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Zoom and Shift are All You Need13 Jun 2024 0 repositories listed
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Entropy-statistical approach to phase-locking detection of pulse oscillations: application for the analysis of biosignal synchronization12 Jun 2024 0 repositories listed
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Parameter Estimation in Quantum Metrology Technique for Time Series Prediction12 Jun 2024 0 repositories listed
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Rating Multi-Modal Time-Series Forecasting Models (MM-TSFM) for Robustness Through a Causal Lens12 Jun 2024 0 repositories listed
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Marginalization Consistent Probabilistic Forecasting of Irregular Time Series via Mixture of Separable flows11 Jun 2024 0 repositories listed
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Nonlinear time-series embedding by monotone variational inequality11 Jun 2024 0 repositories listed
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Data Augmentation for Multivariate Time Series Classification: An Experimental Study10 Jun 2024 0 repositories listed
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Supervised Radio Frequency Interference Detection with SNNs10 Jun 2024 0 repositories listed
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Topological Analysis for Detecting Anomalies (TADA) in Time Series10 Jun 2024 0 repositories listed
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Deep Learning to Predict Glaucoma Progression using Structural Changes in the Eye9 Jun 2024 0 repositories listed
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Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach9 Jun 2024 0 repositories listed
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Hinge-FM2I: An Approach using Image Inpainting for Interpolating Missing Data in Univariate Time Series8 Jun 2024 0 repositories listed
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A Language Model-Guided Framework for Mining Time Series with Distributional Shifts7 Jun 2024 0 repositories listed
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A Novel Time Series-to-Image Encoding Approach for Weather Phenomena Classification7 Jun 2024 0 repositories listed
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Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting7 Jun 2024 0 repositories listed
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Dynamical mixture modeling with fast, automatic determination of Markov chains7 Jun 2024 0 repositories listed
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Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach7 Jun 2024 0 repositories listed
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Modeling Temporal Dependencies within the Target for Long-Term Time Series Forecasting7 Jun 2024 0 repositories listed
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Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks7 Jun 2024 0 repositories listed
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UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting7 Jun 2024 0 repositories listed
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Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models6 Jun 2024 0 repositories listed
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Iterative Sparse Identification of Nonlinear Dynamics6 Jun 2024 0 repositories listed
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Learned Feature Importance Scores for Automated Feature Engineering6 Jun 2024 0 repositories listed
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Modeling of New Energy Vehicles' Impact on Urban Ecology Focusing on Behavior6 Jun 2024 0 repositories listed
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Sensitivity Assessing to Data Volume for forecasting: introducing similarity methods as a suitable one in Feature selection methods6 Jun 2024 0 repositories listed
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TwinS: Revisiting Non-Stationarity in Multivariate Time Series Forecasting6 Jun 2024 0 repositories listed
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A Combination Model Based on Sequential General Variational Mode Decomposition Method for Time Series Prediction5 Jun 2024 0 repositories listed
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A Combination Model for Time Series Prediction using LSTM via Extracting Dynamic Features Based on Spatial Smoothing and Sequential General Variational Mode Decomposition5 Jun 2024 0 repositories listed
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Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models5 Jun 2024 0 repositories listed
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Oscillations enhance time-series prediction in reservoir computing with feedback5 Jun 2024 0 repositories listed
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Predicting unobserved climate time series data at distant areas via spatial correlation using reservoir computing5 Jun 2024 0 repositories listed
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A Survey of Transformer Enabled Time Series Synthesis4 Jun 2024 0 repositories listed
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Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation4 Jun 2024 0 repositories listed
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Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability4 Jun 2024 0 repositories listed
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Dynamic Structural Causal Models3 Jun 2024 0 repositories listed
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Estimation of tail risk measures in finance: Approaches to extreme value mixture modeling1 Jun 2024 0 repositories listed
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Topo4D: Topology-Preserving Gaussian Splatting for High-Fidelity 4D Head Capture1 Jun 2024 0 repositories listed
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Advancing Financial Risk Prediction Through Optimized LSTM Model Performance and Comparative Analysis31 May 2024 0 repositories listed
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Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction31 May 2024 0 repositories listed
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Dynamic feature selection in medical predictive monitoring by reinforcement learning30 May 2024 0 repositories listed
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FTS: A Framework to Find a Faithful TimeSieve30 May 2024 0 repositories listed
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MGCP: A Multi-Grained Correlation based Prediction Network for Multivariate Time Series30 May 2024 0 repositories listed
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Performance Examination of Symbolic Aggregate Approximation in IoT Applications30 May 2024 0 repositories listed
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DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series29 May 2024 0 repositories listed
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Time-Series Foundation Models for Forecasting Soil Moisture Levels in Smart Agriculture29 May 2024 0 repositories listed
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Counterfactual Explanations for Multivariate Time-Series without Training Datasets28 May 2024 0 repositories listed
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Efficient Time Series Processing for Transformers and State-Space Models through Token Merging28 May 2024 0 repositories listed
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28 May 2024 0 repositories listed
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EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling27 May 2024 0 repositories listed
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Kernel-based Optimally Weighted Conformal Prediction Intervals27 May 2024 0 repositories listed
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The Scaling Law in Stellar Light Curves27 May 2024 0 repositories listed
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Time Elastic Neural Networks27 May 2024 0 repositories listed
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Towards Accurate Ego-lane Identification with Early Time Series Classification27 May 2024 0 repositories listed
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Dominant Shuffle: A Simple Yet Powerful Data Augmentation for Time-series Prediction26 May 2024 0 repositories listed
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Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning26 May 2024 0 repositories listed
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Spiking Neural Network Phase Encoding for Cognitive Computing25 May 2024 0 repositories listed
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Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting25 May 2024 0 repositories listed
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Generating density nowcasts for U.S. GDP growth with deep learning: Bayes by Backprop and Monte Carlo dropout24 May 2024 0 repositories listed
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Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection24 May 2024 0 repositories listed
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On the Identification of Temporally Causal Representation with Instantaneous Dependence24 May 2024 0 repositories listed
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Pattern-Based Time-Series Risk Scoring for Anomaly Detection and Alert Filtering -- A Predictive Maintenance Case Study24 May 2024 0 repositories listed
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Planted: a dataset for planted forest identification from multi-satellite time series24 May 2024 0 repositories listed
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24 May 2024 0 repositories listed
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Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders24 May 2024 0 repositories listed
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UnitNorm: Rethinking Normalization for Transformers in Time Series24 May 2024 0 repositories listed
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A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings23 May 2024 0 repositories listed
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Fairness Hub Technical Briefs: Definition and Detection of Distribution Shift23 May 2024 0 repositories listed
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High Rank Path Development: an approach of learning the filtration of stochastic processes23 May 2024 0 repositories listed
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In-context Time Series Predictor23 May 2024 0 repositories listed
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MultiCast: Zero-Shot Multivariate Time Series Forecasting Using LLMs23 May 2024 0 repositories listed
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ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification23 May 2024 0 repositories listed
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Text-Based Correlation Matrix in Multi-Asset Allocation23 May 2024 0 repositories listed
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Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting23 May 2024 0 repositories listed
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A Study of Posterior Stability for Time-Series Latent Diffusion22 May 2024 0 repositories listed