Enhancing Imbalanced Classification with Support Vector Machines via Evolutionary Oversampling Algorithms
H Wang, Y Chen, C Zhang, Y Hou… - 2024 IEEE Congress …, 2024 - ieeexplore.ieee.org
Support Vector Machines (SVMs), as well-known algorithms, have been successfully
applied to classification problems. However, when dealing with imbalanced data, the …
applied to classification problems. However, when dealing with imbalanced data, the …
Integrating Preprocessing Methods and Convolutional Neural Networks for Effective Tumor Detection in Medical Imaging
HA Vu - arXiv preprint arXiv:2402.16221, 2024 - arxiv.org
This research presents a machine-learning approach for tumor detection in medical images
using convolutional neural networks (CNNs). The study focuses on preprocessing …
using convolutional neural networks (CNNs). The study focuses on preprocessing …