Leveraging time irreversibility with order-contrastive pre-training
Label-scarce, high-dimensional domains such as healthcare present a challenge for
modern machine learning techniques. To overcome the difficulties posed by a lack of …
modern machine learning techniques. To overcome the difficulties posed by a lack of …
Combining Representation Learning and Active Learning for Applications in Process Manufacturing
AG Dathatri, N Strem, B Klöpper - Chemie Ingenieur Technik, 2023 - Wiley Online Library
Multivariate time series classification (TSC) is an important data‐driven modeling task in
process industries. A common challenge of TSC in the process industry is the unavailability …
process industries. A common challenge of TSC in the process industry is the unavailability …