Machine learning vs. deep learning: Features and functions.

Autor: Panah, Ebrahim, Som, Hafizan Mat, Mukhtar, Suhaila Binti
Předmět:
Zdroj: AIP Conference Proceedings; 2023, Vol. 2732 Issue 1, p1-9, 9p
Abstrakt: Big data has enabled commuters to mimic human behavior and simulate it through artificial intelligence. However, when it comes to performing complex tasks where tacit knowledge is involved, AI has limitations. The purpose of this paper was to explore the use of machine learning and deep learning. The paper presents the description of ML and DL and compares their functions. Findings indicated that ML can cover the limitation of AI; however, ML application is also limited. DL can address some of the issues of ML but the literal understanding and intentionality yet to be learnt by DL. Besides, ML and DL are being employed in different fields. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index