2 papers
stat.ME2023
Sparse Learning and Class Probability Estimation with Weighted Support Vector Machines
Liyun Zeng, Hao Helen Zhang
Classification and probability estimation are fundamental tasks with broad applications across modern machine learning and data science, spanning fields such as biology, medicine,…
stat.ME2023
Robust Brain MRI Image Classification with SIBOW-SVM
Liyun Zeng, Hao Helen Zhang
The majority of primary Central Nervous System (CNS) tumors in the brain are among the most aggressive diseases affecting humans. Early detection of brain tumor types, whether beni…