Browse State-of-the-Art › Time Series › Papers, page 42
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 42 of 92: papers 4,101 to 4,200 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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Bond Graphs for multi-physics informed Neural Networks for multi-variate time series22 May 2024 0 repositories listed
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GNN-based Anomaly Detection for Encoded Network Traffic22 May 2024 0 repositories listed
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NFCL: Simply interpretable neural networks for a short-term multivariate forecasting22 May 2024 0 repositories listed
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Unlocking the Power of Patch: Patch-Based MLP for Long-Term Time Series Forecasting22 May 2024 0 repositories listed
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Scaling-laws for Large Time-series Models22 May 2024 0 repositories listed
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Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System22 May 2024 0 repositories listed
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Beyond Isolated Frames: Enhancing Sensor-Based Human Activity Recognition through Intra- and Inter-Frame Attention21 May 2024 0 repositories listed
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Multimodal video analysis for crowd anomaly detection using open access tourism cameras21 May 2024 0 repositories listed
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Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation21 May 2024 0 repositories listed
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Adaptive Convolutional Forecasting Network Based on Time Series Feature-Driven20 May 2024 0 repositories listed
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An Active Learning Framework with a Class Balancing Strategy for Time Series Classification20 May 2024 0 repositories listed
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Application of time-series quantum generative model to financial data20 May 2024 0 repositories listed
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AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis17 May 2024 0 repositories listed
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Data-generating process and time-series asset pricing17 May 2024 0 repositories listed
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ECATS: Explainable-by-design concept-based anomaly detection for time series17 May 2024 0 repositories listed
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Macroeconomic Factors, Industrial Indexes and Bank Spread in Brazil17 May 2024 0 repositories listed
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Off-the-Shelf Neural Network Architectures for Forex Time Series Prediction come at a Cost17 May 2024 0 repositories listed
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UniCL: A Universal Contrastive Learning Framework for Large Time Series Models17 May 2024 0 repositories listed
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WEITS: A Wavelet-enhanced residual framework for interpretable time series forecasting17 May 2024 0 repositories listed
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A novel Reservoir Architecture for Periodic Time Series Prediction16 May 2024 0 repositories listed
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Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and ARIMA-LSTM Networks16 May 2024 0 repositories listed
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Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee16 May 2024 0 repositories listed
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Low-Rank Adaptation of Time Series Foundational Models for Out-of-Domain Modality Forecasting16 May 2024 0 repositories listed
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Optimal Text-Based Time-Series Indices16 May 2024 0 repositories listed
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Improving Transformers using Faithful Positional Encoding15 May 2024 0 repositories listed
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Optimizing Sales Forecasts through Automated Integration of Market Indicators15 May 2024 0 repositories listed
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CIER: A Novel Experience Replay Approach with Causal Inference in Deep Reinforcement Learning14 May 2024 0 repositories listed
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DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting14 May 2024 0 repositories listed
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Joint Prediction Regions for time-series models14 May 2024 0 repositories listed
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Kolmogorov-Arnold Networks (KANs) for Time Series Analysis14 May 2024 0 repositories listed
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Model-Free Unsupervised Anomaly Detection Framework in Multivariate Time-Series of Industrial Dynamical Systems14 May 2024 0 repositories listed
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Comparative Study of Bitcoin Price Prediction13 May 2024 0 repositories listed
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Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data13 May 2024 0 repositories listed
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IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data13 May 2024 0 repositories listed
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Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting12 May 2024 0 repositories listed
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Forecasting with an N-dimensional Langevin Equation and a Neural-Ordinary Differential Equation12 May 2024 0 repositories listed
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Causal Inference from Slowly Varying Nonstationary Processes11 May 2024 0 repositories listed
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DTMamba : Dual Twin Mamba for Time Series Forecasting11 May 2024 0 repositories listed
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Predictive Modeling in the Reservoir Kernel Motif Space11 May 2024 0 repositories listed
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Revisiting the Efficacy of Signal Decomposition in AI-based Time Series Prediction11 May 2024 0 repositories listed
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TS3IM: Unveiling Structural Similarity in Time Series through Image Similarity Assessment Insights10 May 2024 0 repositories listed
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Multi-Scale Dilated Convolution Network for Long-Term Time Series Forecasting9 May 2024 0 repositories listed
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Neural Network Learning of Black-Scholes Equation for Option Pricing9 May 2024 0 repositories listed
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Concrete Dense Network for Long-Sequence Time Series Clustering8 May 2024 0 repositories listed
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How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression8 May 2024 0 repositories listed
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Towards Invariant Time Series Forecasting in Smart Cities8 May 2024 0 repositories listed
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VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting7 May 2024 0 repositories listed
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A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series6 May 2024 0 repositories listed
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Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction6 May 2024 0 repositories listed
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Time Series Stock Price Forecasting Based on Genetic Algorithm (GA)-Long Short-Term Memory Network (LSTM) Optimization6 May 2024 0 repositories listed
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From Generalization Analysis to Optimization Designs for State Space Models4 May 2024 0 repositories listed
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A Survey of Few-Shot Learning for Biomedical Time Series3 May 2024 0 repositories listed
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Forecasting Ferry Passenger Flow Using Long-Short Term Memory Neural Networks3 May 2024 0 repositories listed
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SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery3 May 2024 0 repositories listed
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Machine Learning in Short-Reach Optical Systems: A Comprehensive Survey2 May 2024 0 repositories listed
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QxEAI: Quantum-like evolutionary algorithm for automated probabilistic forecasting2 May 2024 0 repositories listed
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S4: Self-Supervised Sensing Across the Spectrum2 May 2024 0 repositories listed
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Data Augmentation Policy Search for Long-Term Forecasting1 May 2024 0 repositories listed
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BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations30 Apr 2024 0 repositories listed
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Game-MUG: Multimodal Oriented Game Situation Understanding and Commentary Generation Dataset30 Apr 2024 0 repositories listed
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Predictive Decision Synthesis for Portfolios: Betting on Better Models30 Apr 2024 0 repositories listed
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CVTN: Cross Variable and Temporal Integration for Time Series Forecasting29 Apr 2024 0 repositories listed
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Learning Sparse High-Dimensional Matrix-Valued Graphical Models From Dependent Data29 Apr 2024 0 repositories listed
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M3H: Multimodal Multitask Machine Learning for Healthcare29 Apr 2024 0 repositories listed
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Time Machine GPT29 Apr 2024 0 repositories listed
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AdaFSNet: Time Series Classification Based on Convolutional Network with a Adaptive and Effective Kernel Size Configuration28 Apr 2024 0 repositories listed
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Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models28 Apr 2024 0 repositories listed
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LINOCS: Lookahead Inference of Networked Operators for Continuous Stability28 Apr 2024 0 repositories listed
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A symbolic information approach applied to human intracranial data to characterize and distinguish different congnitive processes27 Apr 2024 0 repositories listed
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Critical Review for One-class Classification: recent advances and the reality behind them27 Apr 2024 0 repositories listed
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DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting26 Apr 2024 0 repositories listed
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Efficient Deterministic Renewable Energy Forecasting Guided by Multiple-Location Weather Data26 Apr 2024 0 repositories listed
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Separation capacity of linear reservoirs with random connectivity matrix26 Apr 2024 0 repositories listed
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DeepKalPose: An Enhanced Deep-Learning Kalman Filter for Temporally Consistent Monocular Vehicle Pose Estimation25 Apr 2024 0 repositories listed
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Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark25 Apr 2024 0 repositories listed
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NeuroKoopman Dynamic Causal Discovery25 Apr 2024 0 repositories listed
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Riding Wavelets: A Method to Discover New Classes of Price Jumps25 Apr 2024 0 repositories listed
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24 Apr 2024 0 repositories listed
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Machine-Learned Closure of URANS for Stably Stratified Turbulence: Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series Models24 Apr 2024 0 repositories listed
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Review of Data-centric Time Series Analysis from Sample, Feature, and Period24 Apr 2024 0 repositories listed
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Clustering of timed sequences -- Application to the analysis of care pathways23 Apr 2024 0 repositories listed
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Estimating the Distribution of Parameters in Differential Equations with Repeated Cross-Sectional Data23 Apr 2024 0 repositories listed
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Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting23 Apr 2024 0 repositories listed
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Using ARIMA to Predict the Expansion of Subscriber Data Consumption23 Apr 2024 0 repositories listed
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Fidelitous Augmentation of Human Accelerometric Data for Deep Learning22 Apr 2024 0 repositories listed
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Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory20 Apr 2024 0 repositories listed
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On the Asymmetric Volatility Connectedness19 Apr 2024 0 repositories listed
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Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation19 Apr 2024 0 repositories listed
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SGRU: A High-Performance Structured Gated Recurrent Unit for Traffic Flow Prediction18 Apr 2024 0 repositories listed
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Toward Short-Term Glucose Prediction Solely Based on CGM Time Series18 Apr 2024 0 repositories listed
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Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data18 Apr 2024 0 repositories listed
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Warped Time Series Anomaly Detection18 Apr 2024 0 repositories listed
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Estimation for conditional moment models based on martingale difference divergence17 Apr 2024 0 repositories listed
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Language Models Still Struggle to Zero-shot Reason about Time Series17 Apr 2024 0 repositories listed
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Advancing Long-Term Multi-Energy Load Forecasting with Patchformer: A Patch and Transformer-Based Approach16 Apr 2024 0 repositories listed
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Benchmarking changepoint detection algorithms on cardiac time series16 Apr 2024 0 repositories listed
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Exploring the Role of Token in Transformer-based Time Series Forecasting16 Apr 2024 0 repositories listed
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Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes15 Apr 2024 0 repositories listed
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A Joint Data Compression and Time-Delay Estimation Method For Distributed Systems via Extremum Encoding14 Apr 2024 0 repositories listed
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Fault Detection in Mobile Networks Using Diffusion Models14 Apr 2024 0 repositories listed