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cs.LG2025★ 1 cited
A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression
Ainaz Jamshidi, Dongchan Kim, Muhammad Arif
Predictive maintenance (PdM) has become a crucial element of modern industrial practice. PdM plays a significant role in operational dependability and cost management by decreasing…
cs.LG2024
Synthetic Time Series Data Generation for Healthcare Applications: A PCG Case Study
Ainaz Jamshidi, Muhammad Arif, Sabir Ali Kalhoro +1
The generation of high-quality medical time series data is essential for advancing healthcare diagnostics and safeguarding patient privacy. Specifically, synthesizing realistic pho…