One-class classification using extreme learning machine with subspace feature mapping

• 主要作者: Yang, Yongzhong
• 其他作者: Huang Guangbin
• 格式: Final Year Project
• 語言: English
• 出版: 2014
• 主題: DRNTU::Engineering
• 在線閱讀: http://hdl.handle.net/10356/61449
• 機構: Nanyang Technological University

This final year project proposes Random Feature Subspace Ensemble based Extreme Learning Machine (RFSE-ELM) classifier to detect and segment liver tumors. The detection and segmentation of liver tumors can be formulized as novelty detection or two-class classification problem. Each voxel is characte...