Browse State-of-the-Art › Time Series › Papers, page 46

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 46 of 92: papers 4,501 to 4,600 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.

• Forecasting insect abundance using time series embedding and machine learning
  22 Dec 2023 0 repositories listed
• Spatiotemporal-Linear: Towards Universal Multivariate Time Series Forecasting
  22 Dec 2023 0 repositories listed
• SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting
  22 Dec 2023 0 repositories listed
• Time-changed normalizing flows for accurate SDE modeling
  22 Dec 2023 0 repositories listed
• Fold Bifurcation Identification through Scientific Machine Learning
  21 Dec 2023 0 repositories listed
• Hawkes-based cryptocurrency forecasting via Limit Order Book data
  21 Dec 2023 0 repositories listed
• Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection
  21 Dec 2023 0 repositories listed
• Self-supervised Complex Network for Machine Sound Anomaly Detection
  21 Dec 2023 0 repositories listed
• Evolutionary Optimization of 1D-CNN for Non-contact Respiration Pattern Classification
  20 Dec 2023 0 repositories listed
• Class Conditional Time Series Generation with Structured Noise Space GAN
  20 Dec 2023 0 repositories listed
• Leveraging Sample Entropy for Enhanced Volatility Measurement and Prediction in International Oil Price Returns
  20 Dec 2023 0 repositories listed
• Neural Stochastic Differential Equations with Change Points: A Generative Adversarial Approach
  20 Dec 2023 0 repositories listed
• An Alternate View on Optimal Filtering in an RKHS
  19 Dec 2023 0 repositories listed
• Hyperspectral Lightcurve Inversion for Attitude Determination
  19 Dec 2023 0 repositories listed
• POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning
  19 Dec 2023 0 repositories listed
• Second-order Confidence Network for Early Classification of Time Series
  19 Dec 2023 0 repositories listed
• Time-Series Contrastive Learning against False Negatives and Class Imbalance
  19 Dec 2023 0 repositories listed
• Change points detection in crime-related time series: an on-line fuzzy approach based on a shape space representation
  18 Dec 2023 0 repositories listed
• Inferring the Graph of Networked Dynamical Systems under Partial Observability and Spatially Colored Noise
  18 Dec 2023 0 repositories listed
• News Signals: An NLP Library for Text and Time Series
  18 Dec 2023 0 repositories listed
• Operator-learning-inspired Modeling of Neural Ordinary Differential Equations
  16 Dec 2023 0 repositories listed
• Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification
  16 Dec 2023 0 repositories listed
• The Dynamic Triple Gamma Prior as a Shrinkage Process Prior for Time-Varying Parameter Models
  16 Dec 2023 0 repositories listed
• Beyond Empirical Windowing: An Attention-Based Approach for Trust Prediction in Autonomous Vehicles
  15 Dec 2023 0 repositories listed
• CGS-Mask: Making Time Series Predictions Intuitive for All
  15 Dec 2023 0 repositories listed
• ChemTime: Rapid and Early Classification for Multivariate Time Series Classification of Chemical Sensors
  15 Dec 2023 0 repositories listed
• Prediction of rare events in the operation of household equipment using co-evolving time series
  15 Dec 2023 0 repositories listed
• Offshore Wind Plant Instance Segmentation Using Sentinel-1 Time Series, GIS, and Semantic Segmentation Models
  14 Dec 2023 0 repositories listed
• Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation
  13 Dec 2023 0 repositories listed
• Multi-Granularity Framework for Unsupervised Representation Learning of Time Series
  12 Dec 2023 0 repositories listed
• Predictive variational autoencoder for learning robust representations of time-series data
  12 Dec 2023 0 repositories listed
• A method for recovery of multidimensional time series based on the detection of behavioral patterns and the use of autoencoders
  11 Dec 2023 0 repositories listed
• CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting
  11 Dec 2023 0 repositories listed
• Improving age prediction: Utilizing LSTM-based dynamic forecasting for data augmentation in multivariate time series analysis
  11 Dec 2023 0 repositories listed
• KPIs-Based Clustering and Visualization of HPC jobs: a Feature Reduction Approach
  11 Dec 2023 0 repositories listed
• Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management
  11 Dec 2023 0 repositories listed
• TPRNN: A Top-Down Pyramidal Recurrent Neural Network for Time Series Forecasting
  11 Dec 2023 0 repositories listed
• Using Analytics on Student Created Data to Content Validate Pedagogical Tools
  11 Dec 2023 0 repositories listed
• CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting
  10 Dec 2023 0 repositories listed
• Fast Classification of Large Time Series Datasets
  10 Dec 2023 0 repositories listed
• Using deep neural networks to improve the precision of fast-sampled particle timing detectors
  10 Dec 2023 0 repositories listed
• VAE-IF: Deep feature extraction with averaging for fully unsupervised artifact detection in routinely acquired ICU time-series
  10 Dec 2023 0 repositories listed
• Signatures Meet Dynamic Programming: Generalizing Bellman Equations for Trajectory Following
  9 Dec 2023 0 repositories listed
• Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning
  9 Dec 2023 0 repositories listed
• GCov-Based Portmanteau Test
  8 Dec 2023 0 repositories listed
• Foreign Capital and Economic Growth: Evidence from Bangladesh
  7 Dec 2023 0 repositories listed
• Parameter fine-tuning method for MMG model using real-scale ship data
  7 Dec 2023 0 repositories listed
• Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing
  7 Dec 2023 0 repositories listed
• Multi-Scale and Multi-Modal Contrastive Learning Network for Biomedical Time Series
  6 Dec 2023 0 repositories listed
• Personalized Pose Forecasting
  6 Dec 2023 0 repositories listed
• Deep Set Neural Networks for forecasting asynchronous bioprocess timeseries
  4 Dec 2023 0 repositories listed
• EdgeConvFormer: Dynamic Graph CNN and Transformer based Anomaly Detection in Multivariate Time Series
  4 Dec 2023 0 repositories listed
• On Tuning Neural ODE for Stability, Consistency and Faster Convergence
  4 Dec 2023 0 repositories listed
• Deep Ensembles Meets Quantile Regression: Uncertainty-aware Imputation for Time Series
  3 Dec 2023 0 repositories listed
• RNN-BOF: A Multivariate Global Recurrent Neural Network for Binary Outcome Forecasting of Inpatient Aggression
  2 Dec 2023 0 repositories listed
• A framework for mining lifestyle profiles through multi-dimensional and high-order mobility feature clustering
  1 Dec 2023 0 repositories listed
• Inference on common trends in functional time series
  1 Dec 2023 0 repositories listed
• A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging
  30 Nov 2023 0 repositories listed
• An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments
  30 Nov 2023 0 repositories listed
• InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity
  30 Nov 2023 0 repositories listed
• MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting
  30 Nov 2023 0 repositories listed
• Online Change Points Detection for Linear Dynamical Systems with Finite Sample Guarantees
  30 Nov 2023 0 repositories listed
• A Bag of Receptive Fields for Time Series Extrinsic Predictions
  29 Nov 2023 0 repositories listed
• Interpreting Differentiable Latent States for Healthcare Time-series Data
  29 Nov 2023 0 repositories listed
• OpenSense: An Open-World Sensing Framework for Incremental Learning and Dynamic Sensor Scheduling on Embedded Edge Devices
  29 Nov 2023 0 repositories listed
• The Forecastability of Underlying Building Electricity Demand from Time Series Data
  29 Nov 2023 0 repositories listed
• TimelyGPT: Extrapolatable Transformer Pre-training for Long-term Time-Series Forecasting in Healthcare
  29 Nov 2023 0 repositories listed
• Deep Learning for Time Series Classification of Parkinson's Disease Eye Tracking Data
  28 Nov 2023 0 repositories listed
• Predicting the Age of Astronomical Transients from Real-Time Multivariate Time Series
  28 Nov 2023 0 repositories listed
• XAI for time-series classification leveraging image highlight methods
  28 Nov 2023 0 repositories listed
• Riemannian Prediction of Anatomical Diagnoses in Congenital Heart Disease based on 12-lead ECGs
  27 Nov 2023 0 repositories listed
• Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection
  26 Nov 2023 0 repositories listed
• Topology combined machine learning for consonant recognition
  26 Nov 2023 0 repositories listed
• A Hybrid SOM and K-means Model for Time Series Energy Consumption Clustering
  25 Nov 2023 0 repositories listed
• Satellite-based feature extraction and multivariate time-series prediction of biotoxin contamination in shellfish
  25 Nov 2023 0 repositories listed
• Deep Latent Force Models: ODE-based Process Convolutions for Bayesian Deep Learning
  24 Nov 2023 0 repositories listed
• GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation
  24 Nov 2023 0 repositories listed
• HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms
  23 Nov 2023 0 repositories listed
• A model-free approach to fingertip slip and disturbance detection for grasp stability inference
  22 Nov 2023 0 repositories listed
• Curriculum Learning and Imitation Learning for Model-free Control on Financial Time-series
  22 Nov 2023 0 repositories listed
• Improving performance of heart rate time series classification by grouping subjects
  22 Nov 2023 0 repositories listed
• Regressions under Adverse Conditions
  22 Nov 2023 0 repositories listed
• A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series
  21 Nov 2023 0 repositories listed
• Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting
  21 Nov 2023 0 repositories listed
• Image Transformation for IoT Time-Series Data: A Review
  21 Nov 2023 0 repositories listed
• Individualized Dynamic Latent Factor Model for Multi-resolutional Data with Application to Mobile Health
  21 Nov 2023 0 repositories listed
• Infinite forecast combinations based on Dirichlet process
  21 Nov 2023 0 repositories listed
• Koopman Learning with Episodic Memory
  21 Nov 2023 0 repositories listed
• Linear-time online visibility graph transformation algorithm: for both natural and horizontal visibility criteria
  21 Nov 2023 0 repositories listed
• Correlated Attention in Transformers for Multivariate Time Series
  20 Nov 2023 0 repositories listed
• Data-Guided Regulator for Adaptive Nonlinear Control
  20 Nov 2023 0 repositories listed
• Link Streams as a Generalization of Graphs and Time Series
  19 Nov 2023 0 repositories listed
• Self-Distilled Representation Learning for Time Series
  19 Nov 2023 0 repositories listed
• TimeSQL: Improving Multivariate Time Series Forecasting with Multi-Scale Patching and Smooth Quadratic Loss
  19 Nov 2023 0 repositories listed
• Growth-rate distributions of gut microbiota time series
  17 Nov 2023 0 repositories listed
• Informative Priors Improve the Reliability of Multimodal Clinical Data Classification
  17 Nov 2023 0 repositories listed
• SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation
  17 Nov 2023 0 repositories listed
• A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series
  16 Nov 2023 0 repositories listed
• Evolving Domain Adaptation of Pretrained Language Models for Text Classification
  16 Nov 2023 0 repositories listed
• Identifying Systems with Symmetries using Equivariant Autoregressive Reservoir Computers
  16 Nov 2023 0 repositories listed