Deep learning in health-care with mixture model : a simulation study

• Main Author: Xiao, Fengtong
• Other Authors: Xiang Liming
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Science::Mathematics::Statistics
• Online Access: http://hdl.handle.net/10356/76215
• Institution: Nanyang Technological University

Through the research and learning in this Final Year Project (FYP), an innovative deep mixture model: Deep Gaussian Mixture Model (DGMM), for clustering problem is being fully studied and understood by a theoretical derivation and a reusable, efficient and code-optimized implementation of the Stocha...