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Showing 2576–2600 of 9169 papers

TitleStatusHype
Estimating optical vegetation indices and biophysical variables for temperate forests with Sentinel-1 SAR data using machine learning techniques: A case study for CzechiaCode0
Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions—0
Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation—0
TSViT: A Time Series Vision Transformer for Fault Diagnosis—0
DeepQC: A Deep Learning System for Automatic Quality Control of In-situ Soil Moisture Sensor Time Series Data—0
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph PerspectiveCode2
Frequency-domain MLPs are More Effective Learners in Time Series ForecastingCode2
k-Parameter Approach for False In-Season Anomaly Suppression in Daily Time Series Anomaly Detection—0
Time Scale Network: A Shallow Neural Network For Time Series Data—0
Doubly Robust Structure Identification from Temporal Data—0
Improving Computational Efficiency for Powered Descent Guidance via Transformer-based Tight Constraint PredictionCode1
Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations—0
Causal Inference on Investment Constraints and Non-stationarity in Dynamic Portfolio Optimization through Reinforcement Learning—0
Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck—0
Multi-resolution Time-Series Transformer for Long-term ForecastingCode1
CNN-Based Structural Damage Detection using Time-Series Sensor Data—0
Generative learning for nonlinear dynamics—0
PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning—0
Discret2Di -- Deep Learning based Discretization for Model-based Diagnosis—0
Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification—0
MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy OptimizationCode1
Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-seriesCode0
TS-Diffusion: Generating Highly Complex Time Series with Diffusion Models—0
Optimal Estimation Methodologies for Panel Data Regression Models—0
Sketching Multidimensional Time Series for Fast Discord Mining—0
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