Artificial Intelligence and Machine Learning in Sparse/Inaccurate Data Situations

• Published in: 2020 IEEE Aerospace Conference pp. 1 - 8
• Main Authors: Dixit, Rahul, Chinnam, Ratne Babu, Singh, Harpreet
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.03.2020
• Subjects: Decision making; Defense industry; Dimensionality reduction; Engines; Human intelligence; Observability; Procurement; Real-time systems; Streams; Training
• DOI: 10.1109/AERO47225.2020.9172612

Machine Learning (ML) and other artificial Intelligence (AI) techniques have been developed for real-time decision making, and are gaining traction in data-rich situations. However, these techniques are less proven in sparse-data environments, and at present are more the subject of research than app...