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

9,309 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

3,441 views
9 citations

Original Research

Accepted on 03 Apr 2026

Enhancing Flood Inundation Mapping Technique Using Landsat-based Remote Sensing and 2D Hydrodynamic Modeling: A Case Study of the Bihar Flood Caused by the Koshi Embankment Breach

in Terrestrial Water Cycle

Aashutosh Aryal
Rajiv Sinha
Nawa Raj Pradhan
Venkataraman Lakshmi

Frontiers in Remote Sensing

130 views

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

1,630 views
2 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

4,008 views
9 citations

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

5,488 views
32 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

2,243 views

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

Enhancing Flood Inundation Mapping Technique Using Landsat-based Remote Sensing and 2D Hydrodynamic Modeling: A Case Study of the Bihar Flood Caused by the Koshi Embankment Breach

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

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

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

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