Scientific Research Publishing

A Lightweight Self-Supervised Representation Learning Framework for Depression Risk Profiling from Synthetic Daily Behavioural Trajectories ()

A Lightweight Self-Supervised Representation Learning Framework for Depression Risk Profiling from Synthetic Daily ...
IEEE

Multivariate Fractal Autoencoder (MFAE): Sparse Sensor Placement via Cross-Variable Synergy for Ocean Data Reconstruction

Abstract: Optimizing sensor placement is crucial for enhancing the coverage and data-acquisition efficiency of ocean monitoring systems. Traditional approaches primarily rely on univariate ocean data ...
IEEE

Short-Term Market Operations of Interconnected Local Energy Communities under Multivariate Uncertainty Dependencies in Distribution Systems

Abstract: Increasing uncertainty and variability of distributed energy resources can have a significant impact on economic operations and market transactions in local energy communities (LECs). This ...