Artificial intelligence - algorithm development for laser spectroscopy studies

• المؤلف الرئيسي: Png, Wei Xuan
• مؤلفون آخرون: Wang Qijie
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Optics, optoelectronics, photonics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/157499

Principal component regression and partial least squares regression are some of the widely used machine learning algorithms in recent years. They are artificial intelligence models used for dimensional reduction and learning key features which are applicable for regressions. These two models were ap...