马建斌｜河北农业大学｜学者主页

2026

A Boundary-Aware Multi-Objective Genetic Programming Classifier with Stacking-Based Integration

Kaiwei Yuan, Xiao-Ying Gao, Jianbin Ma, Jia Zhao

Annual Conference on Genetic and Evolutionary Computation

DOI

2026

A Distance-based GP Classifier Construction Method for Imbalanced Data Using Dual-Tree Represention

Jia Zhao, Xiao-Ying Gao, Jianbin Ma, Kaiwei Yuan

GECCO Companion

DOI

2025

Archive-based multiple feature construction method using adaptive genetic programming

Kaixuan Jia, Fan Zhang, Xiaoying Gao, Jianbin Ma

Memetic Computing，Vol. 170, No. 20

DOI

2025

Bagging-based ensemble classifiers using multi-objective genetic programming

Yang Zheng, Fan Zhang, Xiaoying Gao, Jianbin Ma

Memetic Computing，Vol. 170, No. 20

DOI

2025

智慧农业导论知识图谱构建与实践

张璠，赵洋，马建斌，常淑惠

《福建电脑》

DOI

2025

Multi-objective genetic programming for binary classification with adaptive thresholds and a generalization-optimizing fitness function

Minghui Bai, Yuan Gao, Xiao-Ying Gao, Jianbin Ma

Applied Soft Computing

DOI

2025

Multi-Objective Genetic Programming for Imbalanced Classification with Adaptive Thresholds and a New Fitness Function

Minghui Bai, Xiao-Ying Gao, Jiaxin Niu, Jianbin Ma

Annual Conference on Genetic and Evolutionary Computation

DOI

2025

A new representation in genetic programming with hybrid feature ranking criterion for high-dimensional feature selection

Jiayi Li, Fan Zhang, Jianbin Ma

Complex & Intelligent Systems

DOI

2025

Semantic-aware Surrogate-assisted Genetic Programming for Feature Construction in Classification

Jiayi Li, Jianbin Ma

IEEE Congress on Evolutionary Computation

DOI

2025

Adaptive Multi-Tree Genetic Programming for Multiple Feature Construction

Jiaxin Niu, Xiao-Ying Gao, Minghui Bai, Jianbin Ma

GECCO Companion

DOI

2025

Developing distance-based genetic programming classifiers by reconstructing datasets for imbalanced binary classification

Wenyang Meng, Ying Li, Fan Zhang, Xiao-Ying Gao, Jianbin Ma

Pattern Recognition

DOI

2024

基于多目标遗传规划的农作物非生物胁迫抗逆关键基因挖掘方法研究

孙龙君，聂庆浩，李佳祎，牛佳欣，孟文洋，马建斌

《河北农业大学学报》

DOI

2024

Archive-based multiple feature construction methods using adaptive Genetic Programming

Kai-Xuan Jia, Jianbin Ma, Xiao-Ying Gao, Jiaxin Niu

GECCO Companion

DOI

2024

Multi-objective multi-population Genetic Programming for feature selection and classification to high-dimensional data

Qiaoman Li, Xiao-Ying Gao, Wenyang Meng, Jianbin Ma

GECCO Companion

DOI

2024

Genetic Programming for Feature Selection and Construction to High-Dimensional Data

Jianbin Ma, Man Zhu

2024 4th International Conference on Machine Learning and Intelligent Systems Engineering (MLISE)

DOI

2024

Ensemble classifiers using multi-objective Genetic Programming for unbalanced data

Wenyang Meng, Ying Li, Xiao-Ying Gao, Jianbin Ma

Applied Soft Computing

DOI

2023

Multi-generation multi-criteria feature construction using Genetic Programming

Jianbin Ma, Xiao-Ying Gao, Y. Li

Swarm and Evolutionary Computation

DOI

2022

A feature selection method with feature ranking using genetic programming

Guopeng Liu, Jianbin Ma, Tongle Hu, Xiaoying Gao

Connection Science

DOI

2020

Designing genetic programming classifiers with feature selection and feature construction

Jianbin Ma, Xiaoying Gao

Applied Soft Computing

DOI

2020

A filter-based feature construction and feature selection approach for classification using Genetic Programming

Jianbin Ma, Xiao-Ying Gao

Knowledge-Based Systems

DOI

2019

A hybrid multiple feature construction approach for classification using Genetic Programming

Jianbin Ma, Guifa Teng

Applied Soft Computing

DOI

2018

基于遗传规划算法的特征构建方法研究

马建斌，滕桂法

《河北农业大学学报》

2017

Practical Teaching Reform on Computational Thinking Training for Undergraduates of Computer Major

Jianbin Ma, Guifa Teng, Gui-Hong Zhou, Chen-Xia Sun

Eurasia Journal of Mathematics Science and Technology Education

DOI

2014

Authorship Identification of Chinese E-Mail Based on Form Features for Computer Forensic

Shu Hui Chang, Gui Fa Teng, Jianbin Ma

Applied Mechanics and Materials

DOI

2011

基于作者身份识别的社会网络构建方法研究

马建斌，滕桂法，常淑惠

《河北农业大学学报》

2011

Research on Multitask Collaborative Scheduling Problem with Heuristic Strategies

Fan Zhang, Gui Fa Teng, Jianbin Ma, Jie Yao

Applied Mechanics and Materials

DOI

2008

基于本体的农业问答语义管理系统设计与实现

王芳，滕桂法，张玉新，任力生，马建斌，赵洋

《河北农业大学学报》

2008

KNN和SVM算法在中文文本自动分类技术上的比较研究

马建斌，李滢，滕桂法，王芳，赵洋

《河北农业大学学报》

2007

Gender Identification for Chinese E-mail documents

Guifa Teng, Wen-Qiang Dong, Jing Yang, Jianbin Ma

DOI

2006

中文电子邮件作者的身份判别

常淑惠，曾强，滕桂法，马建斌，苑迎春，孙新胜

《河北农业大学学报》

2005

E-mail authorship mining based on SVM for computer forensic

Guifa Teng, Maosheng Lai, Jianbin Ma, Ying Li

DOI

2005

Approach to verify new class in the classification process

Guifa Teng, Ying Li, Xiaoru Zhang, Jianbin Ma, Chang Shu-hui, Fang Wang

International Conference on Machine Learning and Cybernetics

DOI

马建斌

精选作品

期刊论文

A Boundary-Aware Multi-Objective Genetic Programming Classifier with Stacking-Based Integration

A Distance-based GP Classifier Construction Method for Imbalanced Data Using Dual-Tree Represention

Archive-based multiple feature construction method using adaptive genetic programming

Bagging-based ensemble classifiers using multi-objective genetic programming

智慧农业导论知识图谱构建与实践

Multi-objective genetic programming for binary classification with adaptive thresholds and a generalization-optimizing fitness function

Multi-Objective Genetic Programming for Imbalanced Classification with Adaptive Thresholds and a New Fitness Function

A new representation in genetic programming with hybrid feature ranking criterion for high-dimensional feature selection

Semantic-aware Surrogate-assisted Genetic Programming for Feature Construction in Classification

Adaptive Multi-Tree Genetic Programming for Multiple Feature Construction

Developing distance-based genetic programming classifiers by reconstructing datasets for imbalanced binary classification

基于多目标遗传规划的农作物非生物胁迫抗逆关键基因挖掘方法研究

Archive-based multiple feature construction methods using adaptive Genetic Programming

Multi-objective multi-population Genetic Programming for feature selection and classification to high-dimensional data

Genetic Programming for Feature Selection and Construction to High-Dimensional Data

Ensemble classifiers using multi-objective Genetic Programming for unbalanced data

Multi-generation multi-criteria feature construction using Genetic Programming

A feature selection method with feature ranking using genetic programming

Designing genetic programming classifiers with feature selection and feature construction

A filter-based feature construction and feature selection approach for classification using Genetic Programming

A hybrid multiple feature construction approach for classification using Genetic Programming

基于遗传规划算法的特征构建方法研究

Practical Teaching Reform on Computational Thinking Training for Undergraduates of Computer Major

Authorship Identification of Chinese E-Mail Based on Form Features for Computer Forensic

基于作者身份识别的社会网络构建方法研究

Research on Multitask Collaborative Scheduling Problem with Heuristic Strategies

基于本体的农业问答语义管理系统设计与实现

KNN和SVM算法在中文文本自动分类技术上的比较研究

Gender Identification for Chinese E-mail documents

中文电子邮件作者的身份判别

E-mail authorship mining based on SVM for computer forensic

Approach to verify new class in the classification process

研究方向