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Showing 1851–1900 of 9169 papers

TitleStatusHype
Temporal Graph ODEs for Irregularly-Sampled Time SeriesCode1
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations—0
Game-MUG: Multimodal Oriented Game Situation Understanding and Commentary Generation Dataset—0
Seeing Through the Clouds: Cloud Gap Imputation with Prithvi Foundation ModelCode0
Learning Sparse High-Dimensional Matrix-Valued Graphical Models From Dependent Data—0
Quantitative Tools for Time Series Analysis in Natural Language Processing: A Practitioners GuideCode0
Evaluating the effectiveness of predicting covariates in LSTM Networks for Time Series ForecastingCode0
Time Series Data Augmentation as an Imbalanced Learning ProblemCode0
Time Machine GPT—0
M3H: Multimodal Multitask Machine Learning for Healthcare—0
A Survey on Diffusion Models for Time Series and Spatio-Temporal DataCode4
CVTN: Cross Variable and Temporal Integration for Time Series Forecasting—0
AdaFSNet: Time Series Classification Based on Convolutional Network with a Adaptive and Effective Kernel Size Configuration—0
LINOCS: Lookahead Inference of Networked Operators for Continuous Stability—0
Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models—0
Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent NeighborhoodsCode0
A symbolic information approach applied to human intracranial data to characterize and distinguish different congnitive processes—0
Critical Review for One-class Classification: recent advances and the reality behind them—0
DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting—0
Separation capacity of linear reservoirs with random connectivity matrix—0
Any-Quantile Probabilistic Forecasting of Short-Term Electricity DemandCode0
Efficient Deterministic Renewable Energy Forecasting Guided by Multiple-Location Weather Data—0
Online Data Augmentation for Forecasting with Deep LearningCode0
Riding Wavelets: A Method to Discover New Classes of Price Jumps—0
NeuroKoopman Dynamic Causal Discovery—0
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark—0
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time seriesCode1
DeepKalPose: An Enhanced Deep-Learning Kalman Filter for Temporally Consistent Monocular Vehicle Pose Estimation—0
Review of Data-centric Time Series Analysis from Sample, Feature, and Period—0
Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting—0
Machine-Learned Closure of URANS for Stably Stratified Turbulence: Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series Models—0
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and ChallengesCode2
Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting—0
Clustering of timed sequences -- Application to the analysis of care pathways—0
SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series ForecastingCode3
Estimating the Distribution of Parameters in Differential Equations with Repeated Cross-Sectional Data—0
Using ARIMA to Predict the Expansion of Subscriber Data Consumption—0
Fidelitous Augmentation of Human Accelerometric Data for Deep Learning—0
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core FusionCode3
Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory—0
Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation—0
On the Asymmetric Volatility Connectedness—0
Warped Time Series Anomaly Detection—0
Toward Short-Term Glucose Prediction Solely Based on CGM Time Series—0
KnotResolver: Tracking self-intersecting filaments in microscopy using directed graphsCode0
Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data—0
SGRU: A High-Performance Structured Gated Recurrent Unit for Traffic Flow Prediction—0
Variational quantization for state space modelsCode0
Language Models Still Struggle to Zero-shot Reason about Time SeriesCode0
Estimation for conditional moment models based on martingale difference divergence—0
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