Autonomous learning machine for online big data analytics

• Main Author: Atluri Sai Mona
• Other Authors: Mahardhika Pratama
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/144789
• Institution: Nanyang Technological University

Incremental learning is a method of machine learning in which input data is continuously used to extend the existing model's knowledge to further train the model. However, as real world data is not constant, incremental learning often suffers from concept drift issues. Another challenge face...