Browse State-of-the-Art › Time Series › Papers, page 45
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 45 of 92: papers 4,401 to 4,500 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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A hybrid IndRNNLSTM approach for real-time anomaly detection in software-defined networks2 Feb 2024 0 repositories listed
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Graph Neural Networks in EEG-based Emotion Recognition: A Survey2 Feb 2024 0 repositories listed
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Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification2 Feb 2024 0 repositories listed
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Are Synthetic Time-series Data Really not as Good as Real Data?1 Feb 2024 0 repositories listed
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MobilityDL: A Review of Deep Learning From Trajectory Data1 Feb 2024 0 repositories listed
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Response Theory via Generative Score Modeling1 Feb 2024 0 repositories listed
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Signal Quality Auditing for Time-series Data1 Feb 2024 0 repositories listed
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Let's roll back! The challenging task of regulating temporary contracts31 Jan 2024 0 repositories listed
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Rank Supervised Contrastive Learning for Time Series Classification31 Jan 2024 0 repositories listed
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Addressing Distribution Shift in Time Series Forecasting with Instance Normalization Flows30 Jan 2024 0 repositories listed
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Encoding Temporal Statistical-space Priors via Augmented Representation30 Jan 2024 0 repositories listed
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Liquid Resistance Liquid Capacitance Networks30 Jan 2024 0 repositories listed
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Sparse Portfolio Selection via Topological Data Analysis based Clustering30 Jan 2024 0 repositories listed
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Time Series Supplier Allocation via Deep Black-Litterman Model30 Jan 2024 0 repositories listed
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Efficient Observation Time Window Segmentation for Administrative Data Machine Learning29 Jan 2024 0 repositories listed
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TrackGPT -- A generative pre-trained transformer for cross-domain entity trajectory forecasting29 Jan 2024 0 repositories listed
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Validation, Robustness, and Accuracy of Perturbation-Based Sensitivity Analysis Methods for Time-Series Deep Learning Models29 Jan 2024 0 repositories listed
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Evaluation of k-means time series clustering based on z-normalization and NP-Free28 Jan 2024 0 repositories listed
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Treatment of Epistemic Uncertainty in Conjunction Analysis with Dempster-Shafer Theory28 Jan 2024 0 repositories listed
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Benchmarking with MIMIC-IV, an irregular, spare clinical time series dataset27 Jan 2024 0 repositories listed
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Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state models26 Jan 2024 0 repositories listed
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Fuzzy clustering of circular time series based on a new dependence measure with applications to wind data26 Jan 2024 0 repositories listed
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Large Language Model Guided Knowledge Distillation for Time Series Anomaly Detection26 Jan 2024 0 repositories listed
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SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance26 Jan 2024 0 repositories listed
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A Survey of Deep Learning and Foundation Models for Time Series Forecasting25 Jan 2024 0 repositories listed
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Self and mutually exciting point process embedding flexible residuals and intensity with discretely Markovian dynamics25 Jan 2024 0 repositories listed
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Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection25 Jan 2024 0 repositories listed
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MTRGL:Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning25 Jan 2024 0 repositories listed
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Weakly supervised covariance matrices alignment through Stiefel matrices estimation for MEG applications24 Jan 2024 0 repositories listed
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pyAKI - An Open Source Solution to Automated KDIGO classification23 Jan 2024 0 repositories listed
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Sparse identification of nonlinear dynamics in the presence of library and system uncertainty23 Jan 2024 0 repositories listed
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TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data23 Jan 2024 0 repositories listed
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Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting22 Jan 2024 0 repositories listed
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Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting22 Jan 2024 0 repositories listed
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Analyzing the Impact of Financial Inclusion on Economic Growth in Bangladesh21 Jan 2024 0 repositories listed
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DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection20 Jan 2024 0 repositories listed
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Data Augmentation for Traffic Classification19 Jan 2024 0 repositories listed
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Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach19 Jan 2024 0 repositories listed
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Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data18 Jan 2024 0 repositories listed
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Deep Generative Modeling for Financial Time Series with Application in VaR: A Comparative Review18 Jan 2024 0 repositories listed
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Machine learning approach to detect dynamical states from recurrence measures18 Jan 2024 0 repositories listed
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MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series18 Jan 2024 0 repositories listed
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Optimizing Medication Decisions for Patients with Atrial Fibrillation through Path Development Network18 Jan 2024 0 repositories listed
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Multifractal organization of EEG signals in Multiple Sclerosis16 Jan 2024 0 repositories listed
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PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies16 Jan 2024 0 repositories listed
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SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting16 Jan 2024 0 repositories listed
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Discovery of Generalizable TBI Phenotypes Using Multivariate Time-Series Clustering15 Jan 2024 0 repositories listed
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Use of Prior Knowledge to Discover Causal Additive Models with Unobserved Variables and its Application to Time Series Data14 Jan 2024 0 repositories listed
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A Physics-informed machine learning model for time-dependent wave runup prediction12 Jan 2024 0 repositories listed
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Domain Adaptation for Time series Transformers using One-step fine-tuning12 Jan 2024 0 repositories listed
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Covariance Function Estimation for High-Dimensional Functional Time Series with Dual Factor Structures11 Jan 2024 0 repositories listed
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Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values11 Jan 2024 0 repositories listed
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Time Series Forecasting of HIV/AIDS in the Philippines Using Deep Learning: Does COVID-19 Epidemic Matter?11 Jan 2024 0 repositories listed
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10 Jan 2024 0 repositories listed
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Information Flow Rate for Cross-Correlated Stochastic Processes10 Jan 2024 0 repositories listed
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Transportation Marketplace Rate Forecast Using Signature Transform10 Jan 2024 0 repositories listed
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Hypercomplex neural network in time series forecasting of stock data9 Jan 2024 0 repositories listed
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Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series KMeans Clustering and Multi-Criteria Decision Making9 Jan 2024 0 repositories listed
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A Primer on Temporal Graph Learning8 Jan 2024 0 repositories listed
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Comparing Data-Driven and Mechanistic Models for Predicting Phenology in Deciduous Broadleaf Forests8 Jan 2024 0 repositories listed
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Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks8 Jan 2024 0 repositories listed
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Estimating an Executive Summary of a Time Series: The Tendency8 Jan 2024 0 repositories listed
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Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data8 Jan 2024 0 repositories listed
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Predicting the structure of dynamic graphs8 Jan 2024 0 repositories listed
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Robust Estimation in Network Vector Autoregression with Nonstationary Regressors8 Jan 2024 0 repositories listed
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Saving for sunny days: The impact of climate (change) on consumer prices in the euro area8 Jan 2024 0 repositories listed
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Weakly Augmented Variational Autoencoder in Time Series Anomaly Detection7 Jan 2024 0 repositories listed
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Attention and Autoencoder Hybrid Model for Unsupervised Online Anomaly Detection6 Jan 2024 0 repositories listed
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Counterfactuals in factor models6 Jan 2024 0 repositories listed
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End-to-End Anti-Backdoor Learning on Images and Time Series6 Jan 2024 0 repositories listed
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Neuronal Temporal Filters as Normal Mode Extractors6 Jan 2024 0 repositories listed
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TRLS: A Time Series Representation Learning Framework via Spectrogram for Medical Signal Processing6 Jan 2024 0 repositories listed
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Complex systems approach to natural language5 Jan 2024 0 repositories listed
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Evolution of urban areas and land surface temperature5 Jan 2024 0 repositories listed
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Quantitative Technology Forecasting: a Review of Trend Extrapolation Methods4 Jan 2024 0 repositories listed
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Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation4 Jan 2024 0 repositories listed
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Applications of machine learning and IoT for Outdoor Air Pollution Monitoring and Prediction: A Systematic Literature Review3 Jan 2024 0 repositories listed
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CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition3 Jan 2024 0 repositories listed
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Kernel-U-Net: Multivariate Time Series Forecasting using Custom Kernels3 Jan 2024 0 repositories listed
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Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data3 Jan 2024 0 repositories listed
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CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series2 Jan 2024 0 repositories listed
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Encoding Binary Events from Continuous Time Series in Rooted Trees using Contrastive Learning2 Jan 2024 0 repositories listed
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Explainable Adaptive Tree-based Model Selection for Time Series Forecasting2 Jan 2024 0 repositories listed
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Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective1 Jan 2024 0 repositories listed
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1 Jan 2024 0 repositories listed
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Financial Time-Series Forecasting: Towards Synergizing Performance And Interpretability Within a Hybrid Machine Learning Approach31 Dec 2023 0 repositories listed
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Introduction of L0 norm and application of L1 and C1 norm in the study of time-series30 Dec 2023 0 repositories listed
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SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data30 Dec 2023 0 repositories listed
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Synthetic Data Applications in Finance29 Dec 2023 0 repositories listed
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Causal Discovery in Financial Markets: A Framework for Nonstationary Time-Series Data28 Dec 2023 0 repositories listed
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Comparative study of clustering models for multivariate time series from connected medical devices28 Dec 2023 0 repositories listed
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Joint Signal Recovery and Graph Learning from Incomplete Time-Series28 Dec 2023 0 repositories listed
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On the Three Demons in Causality in Finance: Time Resolution, Nonstationarity, and Latent Factors28 Dec 2023 0 repositories listed
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Continuous-time Autoencoders for Regular and Irregular Time Series Imputation27 Dec 2023 0 repositories listed
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Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting27 Dec 2023 0 repositories listed
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Photovoltaic power forecasting using quantum machine learning27 Dec 2023 0 repositories listed
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Curricular and Cyclical Loss for Time Series Learning Strategy26 Dec 2023 0 repositories listed
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Curriculum Design Helps Spiking Neural Networks to Classify Time Series26 Dec 2023 0 repositories listed
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Review on Causality Detection Based on Empirical Dynamic Modeling26 Dec 2023 0 repositories listed
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Deep Non-Parametric Time Series Forecaster22 Dec 2023 0 repositories listed