Gupta et al.: Boosting for regression transfer via importance sampling

Gupta S, Bi J, Liu Y, Wildani A. 2023. Boosting for regression transfer via importance sampling. Int J Data Sci Anal. https://doi.org/10.1007/s41060-023-00414-8. Instance transfer learning methodologies are extremely efficient for continuous-valued, regression datasets. However, these methodologies can suffer negative transfer due to distribution shifts between the training and test data as well...

Pruthi, D., Liu, Y.: Low-cost nature-inspired deep learning system for PM2.5 forecast over Delhi

Pruthi, D., Liu, Y. (2022). Low-cost nature-inspired deep learning system for PM2.5 forecast over Delhi, India. Environment International,166, 107373. Science Direct Link Air quality models are crucial tools for surveying and projecting air pollution episodes, which can be used to issue health advisories to act ahead of time. Short-term increases in air pollution trigger many adverse health...