High Dimensional Feature | List of Frontiers open access articles

Original Research

Published on 20 Oct 2025

A dynamic multitask evolutionary algorithm for high-dimensional feature selection based on multi-indicator task construction and elite competition learning

in Machine Learning and Artificial Intelligence

Jinxin Tie
Chunfang Yan
Maosong Li
Jianqiang Gong
Yujie Wu
Hailin Fang
Meng Li
Weiwei Zhang
Jie Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1667167

1,490 views

Methods

Published on 18 Apr 2019

DeepBouton: Automated Identification of Single-Neuron Axonal Boutons at the Brain-Wide Scale

Shenghua Cheng
Xiaojun Wang
Yurong Liu
Lei Su
Tingwei Quan
Ning Li
Fangfang Yin
Feng Xiong
Xiaomao Liu
Qingming Luo

Frontiers in Neuroinformatics

doi 10.3389/fninf.2019.00025

6,878 views
14 citations

Original Research

Published on 20 Jan 2017

SEGMA: An Automatic SEGMentation Approach for Human Brain MRI Using Sliding Window and Random Forests

Ahmed Serag
Alastair G. Wilkinson
Emma J. Telford
Rozalia Pataky
Sarah A. Sparrow
Devasuda Anblagan
Gillian Macnaught
Scott I. Semple
James P. Boardman

Frontiers in Neuroinformatics

doi 10.3389/fninf.2017.00002

8,816 views
17 citations

Original Research

Published on 03 Aug 2010

Statistical Phylogenetic Tree Analysis Using Differences of Means

in Systems Biology Archive

Elissaveta Arnaoudova
David C Haws
Peter Huggins
Jerzy Jaromczyk
Niel Moore
Christopher Schardl
Ruriko Yoshida

Frontiers in Neuroscience

doi 10.3389/fnins.2010.00047

17,577 views
10 citations

Original Research

Published on 14 Oct 2021

Forecasting of Steam Coal Price Based on Robust Regularized Kernel Regression and Empirical Mode Decomposition

in Smart Grids

Xiangwan Fu
Mingzhu Tang
Dongqun Xu
Jun Yang
Donglin Chen
Ziming Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2021.752593

2,516 views
1 citation

Original Research

Published on 18 Feb 2025

TAL-SRX: an intelligent typing evaluation method for KASP primers based on multi-model fusion

in Functional and Applied Plant Genomics

Xiaojing Chen
Jingchao Fan
Shen Yan
Longyu Huang
Guomin Zhou
Jianhua Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1539068

1,676 views

Original Research

Published on 13 Sep 2022

A clustering-based sampling method for miRNA-disease association prediction

in RNA

Zheng Wei
Dengju Yao
Xiaojuan Zhan
Shuli Zhang

Frontiers in Genetics

doi 10.3389/fgene.2022.995535

2,822 views
7 citations

Original Research

Published on 25 Feb 2019

Improved Pre-miRNAs Identification Through Mutual Information of Pre-miRNA Sequences and Structures

in Computational Genomics

Xiangzheng Fu
Wen Zhu
Lijun Cai
Bo Liao
Lihong Peng
Yifan Chen
Jialiang Yang

Frontiers in Genetics

doi 10.3389/fgene.2019.00119

6,613 views
41 citations

Methods

Published on 10 May 2023

TMBserval: a statistical explainable learning model reveals weighted tumor mutation burden better categorizing therapeutic benefits

in Cancer Immunity and Immunotherapy

Yixuan Wang
Jiayin Wang
Wenfeng Fang
Xiao Xiao
Quan Wang
Jian Zhao
Jingjing Liu
Shuanying Yang
Yuqian Liu
Xin Lai

Frontiers in Immunology

doi 10.3389/fimmu.2023.1151755

3,792 views
17 citations

Original Research

Published on 05 Dec 2023

Research on weed identification in soybean fields based on the lightweight segmentation model DCSAnet

in Sustainable and Intelligent Phytoprotection

Helong Yu
Minghang Che
Han Yu
Yuntao Ma

Frontiers in Plant Science

doi 10.3389/fpls.2023.1268218

3,231 views
8 citations

Original Research

Published on 25 Jun 2025

Identification of DNA N6-methyladenine modifications in the rice genome with a fine-tuned large language model

in Functional and Applied Plant Genomics

Yichi Zhang
Hao Chen
Shicheng Xiang
Zhibin Lv

Frontiers in Plant Science

doi 10.3389/fpls.2025.1626539

1,903 views
1 citation

Original Research

Published on 08 Oct 2025

End-to-end robot intelligent obstacle avoidance method based on deep reinforcement learning with spatiotemporal transformer architecture

Yuwen Zhou
Weizhong Zhang

Frontiers in Neurorobotics

doi 10.3389/fnbot.2025.1646336

4,275 views

Original Research

Published on 22 Nov 2022

Exploring high-order correlations with deep-broad learning for autism spectrum disorder diagnosis

in Brain Imaging Methods

Xiaoke Hao
Qijin An
Jiayang Li
Hongjie Min
Yingchun Guo
Ming Yu
Jing Qin

Frontiers in Neuroscience

doi 10.3389/fnins.2022.1046268

3,824 views
16 citations

Original Research

Published on 07 May 2021

Global Oceanic Eddy Identification: A Deep Learning Method From Argo Profiles and Altimetry Data

in Ocean Observation

Xiaoyan Chen
Ge Chen
Linyao Ge
Baoxiang Huang
Chuanchuan Cao

Frontiers in Marine Science

doi 10.3389/fmars.2021.646926

7,200 views
22 citations

Original Research

Published on 12 Feb 2024

In defense of local descriptor-based few-shot object detection

in Perception Science

Shichao Zhou
Haoyan Li
Zhuowei Wang
Zekai Zhang

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1349204

2,058 views

Methods

Published on 31 May 2022

A Method of Power Flow Database Generation Base on Weighted Sample Elimination Algorithm

in Smart Grids

Xianbo Meng
Yalou Li
Dongyu Shi
Shanhua Hu
Fei Zhao

Frontiers in Energy Research

doi 10.3389/fenrg.2022.919842

1,868 views
2 citations

Articles

A dynamic multitask evolutionary algorithm for high-dimensional feature selection based on multi-indicator task construction and elite competition learning

DeepBouton: Automated Identification of Single-Neuron Axonal Boutons at the Brain-Wide Scale

SEGMA: An Automatic SEGMentation Approach for Human Brain MRI Using Sliding Window and Random Forests

Statistical Phylogenetic Tree Analysis Using Differences of Means

Forecasting of Steam Coal Price Based on Robust Regularized Kernel Regression and Empirical Mode Decomposition

TAL-SRX: an intelligent typing evaluation method for KASP primers based on multi-model fusion

A clustering-based sampling method for miRNA-disease association prediction

Improved Pre-miRNAs Identification Through Mutual Information of Pre-miRNA Sequences and Structures

TMBserval: a statistical explainable learning model reveals weighted tumor mutation burden better categorizing therapeutic benefits

Research on weed identification in soybean fields based on the lightweight segmentation model DCSAnet

Identification of DNA N6-methyladenine modifications in the rice genome with a fine-tuned large language model

End-to-end robot intelligent obstacle avoidance method based on deep reinforcement learning with spatiotemporal transformer architecture

Exploring high-order correlations with deep-broad learning for autism spectrum disorder diagnosis

Global Oceanic Eddy Identification: A Deep Learning Method From Argo Profiles and Altimetry Data

In defense of local descriptor-based few-shot object detection

A Method of Power Flow Database Generation Base on Weighted Sample Elimination Algorithm