IEEE

A New Multi-Class Rebalancing Framework for Imbalance Medical Data

Abstract: Class imbalance exists in many data domains, posing numerous challenges to the data research community. Medical datasets, in most cases, are predominantly imbalanced in nature. Through ...
IEEE

A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models

Abstract: Recently, several nonconvex sparse regularizers which can preserve the convexity of the cost function have received increasing attention. This article proposes a general class of such ...
Scientific Research Publishing

Multimodal Digital Phenotyping for Bipolar Disorder: Robust Mood-State Classification and Early Relapse Risk Monitoring ()

Bipolar Disorder, Digital Phenotyping, Multimodal Learning, Face/Voice/Phone, Mood Classification, Relapse Prediction, T-SNE, Ablation Share and Cite: de Filippis, R. and Al Foysal, A. (2025) ...
GitHub

Speed Up OpenFOAM Framework with PETSc Library (experimental)

There are two major distributions of OpenFOAM 1: OpenFOAM.com (ESI-OpenCFD) and OpenFOAM.org (OpenFOAM Foundation). In order to avoid compatibility issues, we need to compare the two distributions and ...