Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data

• Published in: 2024 IEEE Conference on Artificial Intelligence (CAI) pp. 350 - 357
• Main Authors: Menges, Daniel, Rasheed, Adil
• Format: Conference Proceeding
• Language: English
• Published: IEEE 25.06.2024
• Subjects: Artificial intelligence; Big Data; Computational efficiency; Data compression; Data-driven modeling; LSTM; Optimal Sensor Placement; Real-time systems; Robust PCA; Sensor placement; Ship Engine; Thermal Imaging; Training

In the current data-intensive era, big data has become a significant asset for Artificial Intelligence (AI), serving as a foundation for developing data-driven models and providing insight into various unknown fields. This study navigates through the challenges of data uncertainties, storage limitat...