Classification Evaluation | List of Frontiers open access articles

Original Research

Published on 23 Dec 2013

Current composite-feature classification methods do not outperform simple single-genes classifiers in breast cancer prognosis

in Computational Genomics

Christine Staiger
Sidney Cadot
Balázs Györffy
Lodewyk FA Wessels
Gunnar W Klau

Frontiers in Genetics

doi 10.3389/fgene.2013.00289

9,106 views
42 citations

Original Research

Published on 27 Feb 2025

Research on fishing vessel recognition based on vessel behavior characteristics from AIS data

in Marine Affairs and Policy

Xiao Han
Yang Zhou
Jianjun Weng
Lijia Chen
Kang Liu

Frontiers in Marine Science

doi 10.3389/fmars.2025.1547658

3,037 views
8 citations

Original Research

Published on 17 Jun 2022

Single-Well Dynamic Permeability Splitting Algorithm and Classification Evaluation: A Case Study of a Super-Thick Carbonate Reservoir in the Middle East

in Carbon Capture, Utilization and Storage

Peng Cao
Yongjun Wang
Zhanfeng Qiao
Guangya Zhu
Haiyang Su
Guanming Shao
Jie Gong
Haiyang Deng

Frontiers in Energy Research

doi 10.3389/fenrg.2022.921669

2,179 views

Original Research

Published on 21 Nov 2019

Hippocampus Radiomic Biomarkers for the Diagnosis of Amnestic Mild Cognitive Impairment: A Machine Learning Method

in Neurocognitive Aging and Behavior

Qi Feng
Qiaowei Song
Mei Wang
PeiPei Pang
Zhengluan Liao
Hongyang Jiang
Dinggang Shen
Zhongxiang Ding

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2019.00323

5,403 views
30 citations

Methods

Published on 25 Jan 2024

DIC-Transformer: interpretation of plant disease classification results using image caption generation technology

in Sustainable and Intelligent Phytoprotection

Qingtian Zeng
Jian Sun
Shansong Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1273029

3,669 views
8 citations

Methods

Published on 05 Mar 2025

Study on lithology identification using a multi-objective optimization strategy to improve integrated learning models: a case study of the Permian Lucaogou Formation in the Jimusaer Depression

in Solid Earth Geophysics

Xili Deng
Jiahong Li
Junkai Chen
Cheng Feng

Frontiers in Earth Science

doi 10.3389/feart.2025.1540035

1,499 views
2 citations

Articles

Current composite-feature classification methods do not outperform simple single-genes classifiers in breast cancer prognosis

Research on fishing vessel recognition based on vessel behavior characteristics from AIS data

Single-Well Dynamic Permeability Splitting Algorithm and Classification Evaluation: A Case Study of a Super-Thick Carbonate Reservoir in the Middle East

Hippocampus Radiomic Biomarkers for the Diagnosis of Amnestic Mild Cognitive Impairment: A Machine Learning Method

DIC-Transformer: interpretation of plant disease classification results using image caption generation technology

Study on lithology identification using a multi-objective optimization strategy to improve integrated learning models: a case study of the Permian Lucaogou Formation in the Jimusaer Depression