Autonomous learning machine for online big data analytics

• 主要作者: Atluri Sai Mona
• 其他作者: Mahardhika Pratama
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/144789
• 機構: 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...