Machine-learned cluster identification in high-dimensional data
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Biomedical Informatics"
DOI: 10.1016/j.jbi.2016.12.011
Abstract: Graphical abstract 3-D representation of high dimensional data following ESOM projection and visualization of group (cluster) structures using the U-matrix, which employs a geographical map analogy of valleys where members of the same cluster are… read more here.
Keywords: high dimensional; learned cluster; machine learned; dimensional data ... See more keywords
The Impact of Immersion on Cluster Identification Tasks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2019.2934395
Abstract: Recent developments in technology encourage the use of head-mounted displays (HMDs) as a medium to explore visualizations in virtual realities (VRs). VR environments (VREs) enable new, more immersive visualization design spaces compared to traditional computer… read more here.
Keywords: immersion; immersion cluster; visualization; cluster identification ... See more keywords
Human-vision-inspired cluster identification for single-molecule localization microscopy.
Sign Up to like & getrecommendations! Published in 2023 at "Optics express"
DOI: 10.1364/oe.476486
Abstract: Single-molecule localization microscopy has enabled scientists to visualize cellular structures at the nanometer scale. However, researchers are facing great challenges in analyzing images presented by point clouds. Existing algorithms for cluster identification are coordinate-based analyses… read more here.
Keywords: localization microscopy; single molecule; microscopy; cluster identification ... See more keywords
Land Use Changes and Cluster Identification of Dengue Hemorrhagic Fever Cases in Bandung, Indonesia
Sign Up to like & getrecommendations! Published in 2020 at "Tropical Medicine and Infectious Disease"
DOI: 10.3390/tropicalmed5020070
Abstract: Dengue Hemorrhagic Fever (DHF) in Indonesia has increased steadily with Bandung as a hyper-endemic area holding a high number of cases for years. This study aimed to identify cluster areas and their correlation with land… read more here.
Keywords: hemorrhagic fever; use changes; cluster identification; dengue hemorrhagic ... See more keywords