Results 41 to 50 of about 222,333 (116)

Self-supervised transfer learning for few-shot classification on marine plankton images

Frontiers in Marine Science
The classification of marine plankton images is of great significance in ecological studies and environmental monitoring. In practical applications, plankton image classification faces several challenges, including sample imbalance, distinguishing ...
Xuxiang Zhong, Yingzhen Lin, Zhenghui Feng, Feng Ling   +3 more
doaj   +1 more source

Comparison of spatial classification rules with different conditional distributions of class label

Nonlinear Analysis, 2014
In this paper spatial classification rules based on Bayes discriminant functions are considered. The novelty of this work is that the statistical supervised classification method is improved by extending the influence of spatial correlation between ...
Giedrius Stabingis, Kęstutis Dučinskas, Lijana Stabingienė   +2 more
doaj   +1 more source

A self-supervised classification model for endometrial diseases. [PDF]

J Cancer Res Clin Oncol, 2023
Fang Y, Wei Y, Liu X, Qin L, Gao Y, Yu Z, Xu X, Cha G, Zhu X, Wang X, Xu L, Cao L, Chen X, Jiang H, Zhang C, Zhou Y, Zhu J.   +16 more
europepmc   +1 more source

Application of spatial classification rules for remotely sensed images

Lietuvos Matematikos Rinkinys, 2014
In this paper the remote sensed image classification example using spacial classification rule with distance (SCRD) is examined. This supervised classification method was first presented in paper [11].
Giedrius Stabingis, Lijana Stabingienė
doaj   +1 more source

Mixed-Supervised Learning for Cell Classification

Sensors
Cell classification based on histopathology images is crucial for tumor recognition and cancer diagnosis. Using deep learning, classification accuracy is hugely improved.
Hao Sun, Danqi Guo, Zhao Chen
doaj   +1 more source

Investigation of classification of support vector machine on the estimation of the deciduous broad-leaved forests area in the north of Iran

Temas Agrarios
During the last decades, Caspian forests have been attacked by human interference. Easy access, abundance and diversity of valuable forest products have led to the increase in population density, the creation of new residential areas and the activity of ...
Mohammadreza Tabesh, Seyed Armin Hashemi, Sahar Tabibian, Mohsen Abbasipour, Maghsood Hosseini   +4 more
doaj   +1 more source

Comparing Three Methods of Selecting Training Samples in Supervised Classification of Multispectral Remote Sensing Images. [PDF]

Sensors (Basel), 2023
Zhang H, He J, Chen S, Zhan Y, Bai Y, Qin Y.   +5 more
europepmc   +1 more source

Online detection of compensatory strategies in human movement with supervised classification: a pilot study. [PDF]

Front Neurorobot, 2023
Das N, Endo S, Patel S, Krewer C, Hirche S.   +4 more
europepmc   +1 more source

An integrated approach for rare disease detection and classification in Spanish pediatric medical reports

Scientific Reports
Rare disease detection and classification is one of the most significant challenges in the application of Natural Language Processing techniques to the analysis and extraction of information from biomedical texts.
Andres Duque, Lourdes Araujo, Juan Martinez-Romo, María D. Esteban-Vasallo, María-Felicitas Domínguez-Berjón, David Malillos Perez   +5 more
doaj   +1 more source

Semi-supervised classification of fundus images combined with CNN and GCN. [PDF]

J Appl Clin Med Phys, 2022
Duan S, Huang P, Chen M, Wang T, Sun X, Chen M, Dong X, Jiang Z, Li D.   +8 more
europepmc   +1 more source