Detection of mild cognitive impairment in a community‐dwelling population using quantitative, multiparametric MRI‐based classification
Sign Up to like & getrecommendations! Published in 2019 at "Human Brain Mapping"
DOI: 10.1002/hbm.24554
Abstract: Early and accurate mild cognitive impairment (MCI) detection within a heterogeneous, nonclinical population is needed to improve care for persons at risk of developing dementia. Magnetic resonance imaging (MRI)‐based classification may aid early diagnosis of… read more here.
Keywords: classification; detection; mri based; based classification ... See more keywords
Metabolomics‐based classification reveals subtypes of hepatocellular carcinoma
Sign Up to like & getrecommendations! Published in 2022 at "Molecular Carcinogenesis"
DOI: 10.1002/mc.23455
Abstract: Hepatocellular carcinoma (HCC) is the second leading cause of cancer‐related death, and the prognosis varies due to its high heterogeneity, systematic evaluation of HCC is mainly based on genomic and transcriptomic features, metabolomics‐based classification has… read more here.
Keywords: metabolomics based; hepatocellular carcinoma; based classification; prognosis ... See more keywords
A new discriminative collaborative representation-based classification method via l2 regularizations
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04460-x
Abstract: Collaborative representation-based classification (CRC) is one of the famous representation-based classification methods in pattern recognition. However, a testing sample in most of the CRC variants is collaboratively reconstructed by a linear combination of all the… read more here.
Keywords: classification; usepackage; based classification; representation based ... See more keywords
Domain adaptive collaborative representation based classification
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-7007-0
Abstract: Conventional representation based classification methods, such as sparse representation based classification (SRC) and collaborative representation based classification (CRC) have been developed and shown great potential due to its effectiveness in various recognition tasks. However, when… read more here.
Keywords: sparse representation; based classification; representation based; collaborative representation ... See more keywords
Compound dictionary learning based classification method with a novel virtual sample generation Technology for Face Recognition
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-08965-9
Abstract: Face recognition has earned its high reputation for many years since its considerable advances. However, it is still faced with the challenge of the small sample size problem. With the inspiration of the axis-symmetrical property… read more here.
Keywords: dictionary learning; based classification; learning based; face ... See more keywords
Template-based classification of SDSS-GALEX point sources
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Astrophysics and Astronomy"
DOI: 10.1007/s12036-018-9552-3
Abstract: We have classified a sample of 37,492 objects from SDSS into QSOs, galaxies and stars using photometric data over five wave bands (u, g, r, i and z) and UV GALEX data over two wave… read more here.
Keywords: classification; galex point; template based; based classification ... See more keywords
Origin based classification of crude oils by infrared spectrometry and chemometrics
Sign Up to like & getrecommendations! Published in 2019 at "Fuel"
DOI: 10.1016/j.fuel.2018.09.013
Abstract: Abstract Crude oil samples from different Iranian petrol resources in both, raw and mixture forms have been characterized by attenuated total reflectance mid infrared spectroscopy. Obtained spectra were classified by chemometric techniques to propose a… read more here.
Keywords: classification crude; based classification; oil samples; crude ... See more keywords
Spatiotemporal changes of glacier and seasonal snow fluctuations over the Namcha Barwa–Gyala Peri massif using object-based classification from Landsat time series
Sign Up to like & getrecommendations! Published in 2021 at "ISPRS Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2021.04.018
Abstract: Abstract The glacier environment in the Namcha Barwa–Gyala Peri (NBGP) massif is regarded as one of the most sensitive areas to climate change, yet the change estimates remain inadequate due to the limited knowledge of… read more here.
Keywords: area; based classification; seasonal snow; time series ... See more keywords
Risk-based classification and interactive map of watersheds contributing anthropogenic stress to Laurentian Great Lakes coastal ecosystems
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Great Lakes Research"
DOI: 10.1016/j.jglr.2019.03.008
Abstract: Abstract We describe development anthropogenic stress indices for coastal margins of the Laurentian Great Lakes basin. Indices were derived based on the response of species assemblages to watershed-scale stress from agriculture and urbanization. Metrics were… read more here.
Keywords: based classification; laurentian great; anthropogenic stress; stress ... See more keywords
A regulation-based classification system for marine protected areas: A response to Dudley et al. [9]
Sign Up to like & getrecommendations! Published in 2017 at "Marine Policy"
DOI: 10.1016/j.marpol.2016.11.025
Abstract: Abstract Dudley et al. [9] commented on our paper [11] , arguing that the current IUCN objective-based categorization of protected areas, which is also used in marine protected areas (MPAs), should not be abandoned and… read more here.
Keywords: protected areas; regulation based; based classification; regulation ... See more keywords
Genome-based classification of micromonosporae with a focus on their biotechnological and ecological potential
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Reports"
DOI: 10.1038/s41598-017-17392-0
Abstract: There is a need to clarify relationships within the actinobacterial genus Micromonospora, the type genus of the family Micromonosporaceae, given its biotechnological and ecological importance. Here, draft genomes of 40 Micromonospora type strains and two… read more here.
Keywords: biotechnological ecological; genome based; based classification; micromonosporae ... See more keywords