Results 1 to 10 of about 752,283 (330)

High-dimensional supervised classification in a context of non-independence of observations to identify the determining SNPs in a phenotype. [PDF]

Infect Dis Model, 2023
Gaye A, Diongue AK, Komen LN, Diallo A, Sylla SN, Diarra M, Talla C, Loucoubar C.   +7 more
europepmc   +1 more source

An automated pipeline for supervised classification of petal color from citizen science photographs. [PDF]

Appl Plant Sci, 2023
Perez-Udell RA, Udell AT, Chang SM.
europepmc   +1 more source

Semi-Supervised Classification and Landscape Metrics for Mapping and Spatial Pattern Change Analysis of Tropical Forest Types in Thua Thien Hue Province, Vietnam [PDF]

, 2019
Truong Thi Cat Tuong, Hiroshi Tani, Xiufeng Wang, Nguyen Quang Thang   +3 more
openalex   +1 more source

Interpretable weakly-supervised learning through kernel density matrices: A digital pathology use case.

PLoS ONE
Classification methods based on deep learning require selecting between fully-supervised or weakly-supervised approaches, each presenting limitations in uncertainty quantification and interpretability.
Sebastian Medina, Eduardo Romero, Angel Cruz-Roa, Fabio A González   +3 more
doaj   +1 more source

Impact of Pre- and Post-Processing Steps for Supervised Classification of Colorectal Cancer in Hyperspectral Images. [PDF]

Cancers (Basel), 2023
Tkachenko M, Chalopin C, Jansen-Winkeln B, Neumuth T, Gockel I, Maktabi M.   +5 more
europepmc   +1 more source

Semi-supervised Classification Based Mixed Sampling for Imbalanced Data

Open Physics, 2019
In practical application, there are a large amount of imbalanced data containing only a small number of labeled data. In order to improve the classification performance of this kind of problem, this paper proposes a semi-supervised learning algorithm ...
Zhao Jianhua, Liu Ning
doaj   +1 more source

Semi-supervised method for sensitivity based documents’ classification for online service providers [PDF]

, 2020
Sharaf J. Malebary, Shakeel Ahmad
openalex   +1 more source

Subclass-Aware Contrastive Semi-Supervised Learning for Inflammatory Bowel Disease Classification from Colonoscopy Images

Bioengineering
Inflammatory bowel disease (IBD) includes Crohn’s disease (CD) and ulcerative colitis (UC). The accurate classification of IBD from colonoscopy images is critical for diagnosis and treatment.
Kechen Lin, Guangcong Ruan, Xiaoyang Zou, Yongjian Nian, Yanling Wei, Guoyan Zheng   +5 more
doaj   +1 more source

Semi-Supervised Classification of PolSAR Images Based on Co-Training of CNN and SVM with Limited Labeled Samples. [PDF]

Sensors (Basel), 2023
Zhao M, Cheng Y, Qin X, Yu W, Wang P.
europepmc   +1 more source

Predicting HIV infection in the decade (2005-2015) pre-COVID-19 in Zimbabwe: A supervised classification-based machine learning approach. [PDF]

PLOS Digit Health, 2023
Birri Makota RB, Musenge E.
europepmc   +1 more source