Browse State-of-the-Art › Time Series › Papers, page 44
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 44 of 92: papers 4,301 to 4,400 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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Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records6 Mar 2024 0 repositories listed
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Towards Controllable Time Series Generation6 Mar 2024 0 repositories listed
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InjectTST: A Transformer Method of Injecting Global Information into Independent Channels for Long Time Series Forecasting5 Mar 2024 0 repositories listed
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Matrix-based Prediction Approach for Intraday Instantaneous Volatility Vector5 Mar 2024 0 repositories listed
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Time Weaver: A Conditional Time Series Generation Model5 Mar 2024 0 repositories listed
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A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series4 Mar 2024 0 repositories listed
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Analysis and Fully Memristor-based Reservoir Computing for Temporal Data Classification4 Mar 2024 0 repositories listed
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Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data4 Mar 2024 0 repositories listed
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Soft-constrained Schrodinger Bridge: a Stochastic Control Approach4 Mar 2024 0 repositories listed
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Towards efficient deep autoencoders for multivariate time series anomaly detection4 Mar 2024 0 repositories listed
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Transformer for Times Series: an Application to the S&P5004 Mar 2024 0 repositories listed
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Unsupervised Distance Metric Learning for Anomaly Detection Over Multivariate Time Series4 Mar 2024 0 repositories listed
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A Library of Mirrors: Deep Neural Nets in Low Dimensions are Convex Lasso Models with Reflection Features2 Mar 2024 0 repositories listed
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Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data2 Mar 2024 0 repositories listed
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Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling1 Mar 2024 0 repositories listed
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Equipment Health Assessment: Time Series Analysis for Wind Turbine Performance1 Mar 2024 0 repositories listed
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Predicting UAV Type: An Exploration of Sampling and Data Augmentation for Time Series Classification1 Mar 2024 0 repositories listed
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A Scalable and Transferable Time Series Prediction Framework for Demand Forecasting29 Feb 2024 0 repositories listed
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Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series29 Feb 2024 0 repositories listed
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StiefelGen: A Simple, Model Agnostic Approach for Time Series Data Augmentation over Riemannian Manifolds29 Feb 2024 0 repositories listed
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Generalizability Under Sensor Failure: Tokenization + Transformers Enable More Robust Latent Spaces28 Feb 2024 0 repositories listed
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Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean28 Feb 2024 0 repositories listed
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Phase autoencoder for limit-cycle oscillators28 Feb 2024 0 repositories listed
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Collaborative learning of common latent representations in routinely collected multivariate ICU physiological signals27 Feb 2024 0 repositories listed
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Learning to Program Variational Quantum Circuits with Fast Weights27 Feb 2024 0 repositories listed
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Low-light phase retrieval with implicit generative priors27 Feb 2024 0 repositories listed
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Predicting machine failures from multivariate time series: an industrial case study27 Feb 2024 0 repositories listed
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Time Series Analysis in Compressor-Based Machines: A Survey27 Feb 2024 0 repositories listed
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Time series generation for option pricing on quantum computers using tensor network27 Feb 2024 0 repositories listed
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Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization27 Feb 2024 0 repositories listed
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DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification26 Feb 2024 0 repositories listed
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GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series26 Feb 2024 0 repositories listed
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Leveraging power of deep learning for fast and efficient elite pixel selection in time series SAR interferometry26 Feb 2024 0 repositories listed
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A Poisson-Gamma Dynamic Factor Model with Time-Varying Transition Dynamics26 Feb 2024 0 repositories listed
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LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting25 Feb 2024 0 repositories listed
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Understanding Missingness in Time-series Electronic Health Records for Individualized Representation24 Feb 2024 0 repositories listed
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Deep Coupling Network For Multivariate Time Series Forecasting23 Feb 2024 0 repositories listed
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Enhancing Mean-Reverting Time Series Prediction with Gaussian Processes: Functional and Augmented Data Structures in Financial Forecasting23 Feb 2024 0 repositories listed
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Towards Principled Task Grouping for Multi-Task Learning23 Feb 2024 0 repositories listed
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United We Pretrain, Divided We Fail! Representation Learning for Time Series by Pretraining on 75 Datasets at Once23 Feb 2024 0 repositories listed
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Adaptive time series forecasting with markovian variance switching22 Feb 2024 0 repositories listed
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Assessing the importance of long-range correlations for deep-learning-based sleep staging22 Feb 2024 0 repositories listed
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Quantifying neural network uncertainty under volatility clustering22 Feb 2024 0 repositories listed
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AI-Powered Predictions for Electricity Load in Prosumer Communities21 Feb 2024 0 repositories listed
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Best of Many in Both Worlds: Online Resource Allocation with Predictions under Unknown Arrival Model21 Feb 2024 0 repositories listed
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Generative Probabilistic Time Series Forecasting and Applications in Grid Operations21 Feb 2024 0 repositories listed
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MSTAR: Multi-Scale Backbone Architecture Search for Timeseries Classification21 Feb 2024 0 repositories listed
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Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images21 Feb 2024 0 repositories listed
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Protect and Extend -- Using GANs for Synthetic Data Generation of Time-Series Medical Records21 Feb 2024 0 repositories listed
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Extending the Scope of Inference About Predictive Ability to Machine Learning Methods20 Feb 2024 0 repositories listed
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Harmful algal bloom forecasting. A comparison between stream and batch learning20 Feb 2024 0 repositories listed
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SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification20 Feb 2024 0 repositories listed
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Structural Knowledge Informed Continual Multivariate Time Series Forecasting20 Feb 2024 0 repositories listed
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When and How: Learning Identifiable Latent States for Nonstationary Time Series Forecasting20 Feb 2024 0 repositories listed
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Manipulating hidden-Markov-model inferences by corrupting batch data19 Feb 2024 0 repositories listed
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Stylized Facts of High-Frequency Bitcoin Time Series19 Feb 2024 0 repositories listed
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Multi-class Temporal Logic Neural Networks17 Feb 2024 0 repositories listed
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Can Transformers Predict Vibrations?16 Feb 2024 0 repositories listed
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16 Feb 2024 0 repositories listed
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Towards Financially Inclusive Credit Products Through Financial Time Series Clustering16 Feb 2024 0 repositories listed
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On Designing Features for Condition Monitoring of Rotating Machines15 Feb 2024 0 repositories listed
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Changes by Butterflies: Farsighted Forecasting with Group Reservoir Transformer14 Feb 2024 0 repositories listed
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Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints14 Feb 2024 0 repositories listed
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Evaluating DTW Measures via a Synthesis Framework for Time-Series Data14 Feb 2024 0 repositories listed
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IMUOptimize: A Data-Driven Approach to Optimal IMU Placement for Human Pose Estimation with Transformer Architecture14 Feb 2024 0 repositories listed
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Loss Shaping Constraints for Long-Term Time Series Forecasting14 Feb 2024 0 repositories listed
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Patch-based adaptive temporal filter and residual evaluation14 Feb 2024 0 repositories listed
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Unconventional Computing based on Four Wave Mixing in Highly Nonlinear Waveguides14 Feb 2024 0 repositories listed
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Time-Series Classification for Dynamic Strategies in Multi-Step Forecasting13 Feb 2024 0 repositories listed
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Zero-shot Imputation with Foundation Inference Models for Dynamical Systems12 Feb 2024 0 repositories listed
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Measurement Scheduling for ICU Patients with Offline Reinforcement Learning12 Feb 2024 0 repositories listed
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On Bayesian Filtering for Markov Regime Switching Models12 Feb 2024 0 repositories listed
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12 Feb 2024 0 repositories listed
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Time series segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro12 Feb 2024 0 repositories listed
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GeoFormer: A Vision and Sequence Transformer-based Approach for Greenhouse Gas Monitoring11 Feb 2024 0 repositories listed
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Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction9 Feb 2024 0 repositories listed
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Generative Nowcasting of Marine Fog Visibility in the Grand Banks area and Sable Island in Canada9 Feb 2024 0 repositories listed
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Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction9 Feb 2024 0 repositories listed
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Safe Active Learning for Time-Series Modeling with Gaussian Processes9 Feb 2024 0 repositories listed
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Attention as Robust Representation for Time Series Forecasting8 Feb 2024 0 repositories listed
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Reduced-order modeling of unsteady fluid flow using neural network ensembles8 Feb 2024 0 repositories listed
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Selective linear segmentation for detecting relevant parameter changes8 Feb 2024 0 repositories listed
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Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting8 Feb 2024 0 repositories listed
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Text2Data: Low-Resource Data Generation with Textual Control8 Feb 2024 0 repositories listed
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A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data7 Feb 2024 0 repositories listed
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Exploring Hierarchical Classification Performance for Time Series Data: Dissimilarity Measures and Classifier Comparisons7 Feb 2024 0 repositories listed
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Downside Risk Reduction Using Regime-Switching Signals: A Statistical Jump Model Approach7 Feb 2024 0 repositories listed
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Bayesian Vector AutoRegression with Factorised Granger-Causal Graphs6 Feb 2024 0 repositories listed
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Fast Online Changepoint Detection6 Feb 2024 0 repositories listed
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Learning under Temporal Label Noise6 Feb 2024 0 repositories listed
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Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers5 Feb 2024 0 repositories listed
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Empowering Time Series Analysis with Large Language Models: A Survey5 Feb 2024 0 repositories listed
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Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data5 Feb 2024 0 repositories listed
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Multi-scale fMRI time series analysis for understanding neurodegeneration in MCI5 Feb 2024 0 repositories listed
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Phase-driven Domain Generalizable Learning for Nonstationary Time Series5 Feb 2024 0 repositories listed
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Quantized Approximately Orthogonal Recurrent Neural Networks5 Feb 2024 0 repositories listed
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Efficient Market Dynamics: Unraveling Informational Efficiency in UK Horse Racing Betting Markets Through Betfair's Time Series Analysis4 Feb 2024 0 repositories listed
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Risk-Sensitive Diffusion: Robustly Optimizing Diffusion Models with Noisy Samples3 Feb 2024 0 repositories listed
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Understanding Time Series Anomaly State Detection through One-Class Classification3 Feb 2024 0 repositories listed
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Unlearnable Examples For Time Series3 Feb 2024 0 repositories listed