EMOCGAN: a novel evolutionary multiobjective cyclic generative adversarial network and its application to unpaired image translation
Sign Up to like & getrecommendations! Published in 2021 at "Neural Computing and Applications"
DOI: 10.1007/s00521-021-05975-y
Abstract: Generative adversarial networks (GANs) have been accepted as powerful models in the field of computer vision, speech and language processing, etc. However, a major concern regarding GANs is the requirement of paired images for image-to-image… read more here.
Keywords: generative adversarial; novel evolutionary; image; cyclic gan ... See more keywords
A novel evolutionary method for spine detection in ultrasound samples of spina bifida cases
Sign Up to like & getrecommendations! Published in 2021 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2020.105787
Abstract: BACKGROUND AND OBJECTIVES Spina bifida is a fetal spine defect observed during pregnancy. The defect is caused by unfinished closure of the embryonic neural column. Common diagnosis of the defect is still based on manual… read more here.
Keywords: bifida cases; evolutionary method; novel evolutionary; spina bifida ... See more keywords
The development of algebraic stress models using a novel evolutionary algorithm
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Heat and Fluid Flow"
DOI: 10.1016/j.ijheatfluidflow.2017.09.017
Abstract: Abstract This work presents developments to a novel evolutionary framework that symbolically regresses algebraic forms of the Reynolds stress anisotropy tensor. This work contributes to the growing trend in machine-learning for modelling physical phenomena. Our… read more here.
Keywords: novel evolutionary; stress models; development algebraic; algebraic stress ... See more keywords
A novel evolutionary optimization algorithm inspired in the intelligent behaviour of the hunter spider
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Computer Mathematics"
DOI: 10.1080/00207160.2020.1775820
Abstract: During the past decade, solving complex optimization problems with metaheuristic algorithms has received considerable attention among practitioners and researchers. Hence, many metaheuristic algorithms have been developed over the last years. Many of these algorithms are… read more here.
Keywords: insects; spider; algorithm; evolutionary optimization ... See more keywords
An in silico analysis revealed a novel evolutionary lineage of putative mitoviruses.
Sign Up to like & getrecommendations! Published in 2022 at "Environmental microbiology"
DOI: 10.1111/1462-2920.16202
Abstract: Mitoviruses (family Mitoviridae) are small capsid-less RNA viruses that replicate in the mitochondria of fungi and plants. However, to date, the only authentic animal mitovirus infecting an insect was identified as Lutzomyia longipalpis mitovirus 1… read more here.
Keywords: novel evolutionary; putative mitoviruses; analysis revealed; lineage ... See more keywords