Optimized adaptive enrichment designs for three-arm trials: learning which subpopulations benefit from different treatments.
Sign Up to like & getrecommendations! Published in 2019 at "Biostatistics"
DOI: 10.1093/biostatistics/kxz030
Abstract: We consider the problem of designing a confirmatory randomized trial for comparing two treatments versus a common control in two disjoint subpopulations. The subpopulations could be defined in terms of a biomarker or disease severity… read more here.
Keywords: enrichment designs; design; adaptive enrichment; trial ... See more keywords
Optimized Adaptive Control for the MYRRHA Linear Accelerator: Control System Design for a Superconducting Cavity in a Particle Accelerator
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Control Systems"
DOI: 10.1109/mcs.2017.2786420
Abstract: Energy forecasts indicate that world primary energy consumption will increase significantly (approximately 37%) by 2040, despite projected improvements in energy efficiency. World electricity demand is expected to increase to almost 80% by 2040 [1]. As… read more here.
Keywords: control myrrha; adaptive control; energy; control ... See more keywords
Learning a Credal Classifier With Optimized and Adaptive Multiestimation for Missing Data Imputation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2021.3090210
Abstract: The classification analysis of missing data is still a challenging task since the training patterns may be insufficient and incomplete in many fields. To train a high-performance classifier and pursue high accuracy, we learn a… read more here.
Keywords: credal classifier; classifier; missing data; optimized adaptive ... See more keywords
Optimized Adaptive Encoding Based on Visual Attention
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Engineering Science and Technology Review"
DOI: 10.25103/jestr.105.14
Abstract: Visual redundancy, which acts on the low-attention areas of images, can be applied to video encoding due to the selection mechanism of the human eyes, thus improving efficiency. To reduce the impact of visual redundancy… read more here.
Keywords: visual redundancy; optimized adaptive; attention; adaptive encoding ... See more keywords