List of works - Bing Xue

A Co-Training Framework for Heterogeneous Heuristic Domain Adaptation

scientific article published in 2022

A Comprehensive Comparison on Evolutionary Feature Selection Approaches to Classification

scientific article published in June 2015

A Constrained Competitive Swarm Optimiser with an SVM-based Surrogate Model for Feature Selection

scientific article published in 2022

A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification

scientific article published in December 2021

A Double Lexicase Selection Operator for Bloat Control in Evolutionary Feature Construction for Regression

scientific article published on 12 July 2023

A Duplication Analysis-Based Evolutionary Algorithm for Biobjective Feature Selection

scientific article published in April 2021

A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification

A Genetic Programming Approach with Building Block Evolving and Reusing to Image Classification

scientific article published in 2023

A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification

scientific article published in 2023

A Hybrid Evolutionary Computation Approach to Inducing Transfer Classifiers for Domain Adaptation

scientific article published on 08 April 2020

A Multi-objective Genetic Algorithm to Evolving Local Interpretable Model-agnostic Explanations for Deep Neural Networks in Image Classification

scientific article published in 2022

A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data

scholarly article

A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features

A Multiform Optimization Framework for Constrained Multiobjective Optimization

scientific article published in August 2023

A New Binary Particle Swarm Optimization Approach: Momentum and Dynamic Balance Between Exploration and Exploitation

scientific article published on 11 October 2019

A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection

scientific article published on 15 July 2023

A New Representation in PSO for Discretization-Based Feature Selection

scientific article

A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization

scientific article published in October 2019

A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification

scientific article published on 10 December 2018

A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression

scientific article published in 2023

A Survey on Evolutionary Computation Approaches to Feature Selection

scientific article published in August 2016

A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends

scientific article published in February 2023

A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges

scientific article published in 2023

A Survey on Evolutionary Neural Architecture Search

scientific article published in February 2023

A Survey on Unbalanced Classification: How Can Evolutionary Computation Help?

scientific article published in 2023

A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation

scientific article published in 2022

A hybrid Genetic Programming approach to feature detection and image classification

A multi-objective particle swarm optimisation for filter-based feature selection in classification problems

scientific article published in September 2012

A new artificial intelligent approach to buoy detection for mussel farming

scientific article published on 26 June 2022

A survey on evolutionary machine learning

scientific article published on 3 April 2019

Absumption and Subsumption based Learning Classifier System for Real-World Continuous-based Problems

scientific article published on 15 July 2023

Absumption and subsumption based learning classifier systems

scientific article published on 25 June 2020

Absumption to complement subsumption in learning classifier systems

scientific article published on 13 July 2019

Adapting Bagging and Boosting to Learning Classifier Systems

scientific article published in 2018

An Effective One-Shot Neural Architecture Search Method with Supernet Fine-Tuning for Image Classification

scientific article published on 12 July 2023

An Evolutionary Multitasking-Based Feature Selection Method for High-Dimensional Classification

scientific article published on 31 December 2020

ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures

scientific article published in 2022

Artificial Intelligence in New Zealand: applications and innovation

scientific article published in January 2023

Automated Fish Classification Using Unprocessed Fatty Acid Chromatographic Data: A Machine Learning Approach

scientific article published in 2022

Automatic Feature Extraction and Construction Using Genetic Programming for Rotating Machinery Fault Diagnosis

scientific article published on 25 November 2020

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

scientific article published on 21 April 2020

Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming

scientific article published in May 2023

Automatically Evolving Rotation-invariant Texture Image Descriptors by Genetic Programming

Automatically Evolving Texture Image Descriptors using the Multi-tree Representation in Genetic Programming using Few Instances

scientific article published on 25 November 2020

Balancing Different Optimization Difficulty Between Objectives in Multi-Objective Feature Selection

scientific article published in 2023

Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective Optimization

scientific article published in 2023

BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search

scientific article published in 2022

Benefiting From Single-Objective Feature Selection to Multiobjective Feature Selection: A Multiform Approach

scientific article published in December 2023

Bias-Variance Decomposition: An Effective Tool to Improve Generalization of Genetic Programming-based Evolutionary Feature Construction for Regression

scientific article published on 08 July 2024

Can Genetic Programming Do Manifold Learning Too?

scientific article published in 2019

Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO

scientific article published on 12 July 2023

Completely Automated CNN Architecture Design Based on Blocks

scientific article published on 20 June 2019

Contrastive Learning Assisted-Alignment for Partial Domain Adaptation

scientific article published in October 2023

Correlation-Guided Updating Strategy for Feature Selection in Classification With Surrogate-Assisted Particle Swarm Optimization

scientific article published in October 2022

Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification

article published in 2017

Decomposition-based Multi-objective Genetic Programming for Feature Learning in Image Classification

scientific article published on 15 October 2024

Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming

scientific article published in August 2023

Differential Evolution With Duplication Analysis for Feature Selection in Classification

scientific article published in October 2023

Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach

scientific article published in April 2023

Dimension reduction in classification using particle swarm optimisation and statistical variable grouping information

Dual-Tree Genetic Programming for Few-Shot Image Classification

scientific article published in June 2022

EDE-NAS: An Eclectic Differential Evolution Approach to Single-Path Neural Architecture Search

scientific article published in 2022

Evolutionary Computation for Feature Selection and Feature Construction

scientific article published on 15 July 2023

Evolutionary Instance Selection With Multiple Partial Adaptive Classifiers for Domain Adaptation

scientific article published in 2023

Evolutionary Multitasking for Feature Selection in High-Dimensional Classification via Particle Swarm Optimization

scientific article published in June 2022

Evolutionary Multitasking for Multi-Objective Feature Selection in Classification

scientific article published in 2023

Evolutionary Neural Architecture Search for High-Dimensional Skip-Connection Structures on DenseNet Style Networks

scientific article published in December 2021

Evolutionary Sparse Coding and Graph Regularisation for Embedded Multi-label Feature Selection

scientific article published on 15 October 2024

Evolving Deep Convolutional Neural Networks for Image Classification ⬇️

scientific article published in April 2020

Explainable Artificial Intelligence by Genetic Programming: A Survey

scientific article published in June 2023

Fast and Efficient Local-Search for Genetic Programming Based Loss Function Learning

scientific article published on 12 July 2023

Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach

Filter based backward elimination in wrapper based PSO for feature selection in classification

Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection

Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection

scientific article published in August 2021

Genetic Programming Based on Granular Computing for Classification with High-Dimensional Data

scientific article

Genetic Programming With Image-Related Operators and a Flexible Program Structure for Feature Learning in Image Classification

scientific article published in February 2021

Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification

scientific article published on 30 January 2020

Genetic Programming for Document Classification: A Transductive Transfer Learning System

scientific article published in 2023

Genetic Programming for Evolving Similarity Functions for Clustering: Representations and Analysis

scientific article published on 10 October 2019

Genetic Programming for Evolving a Front of Interpretable Models for Data Visualization

scientific article published on 21 February 2020

Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification

Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse

scientific article published in June 2023

Genetic Programming for Instance Transfer Learning in Symbolic Regression

scientific article published on 24 February 2020

Genetic Programming for Manifold Learning: Preserving Local Topology

scientific article published in 2022

Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification

Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data

Genetic Programming-Based Discriminative Feature Learning for Low-Quality Image Classification

scientific article published in 2022

Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification

scientific article published in 2022

Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning [Hot of the Press]

scientific article published on 15 July 2023

Genetic programming for automatic skin cancer image classification

scientific article published in July 2022

Genetic programming for multiple-feature construction on high-dimensional classification

scholarly article

Genetic programming for skin cancer detection in dermoscopic images

Genetic programming with transfer learning for texture image classification

scientific article published on 27 February 2019

Graph Convolutional Reinforcement Learning for Advanced Energy-Aware Process Planning

scientific article published in May 2023

Guest Editorial Evolutionary Computation Meets Deep Learning

scientific article published in October 2021

Handling Different Preferences Between Objectives for Multi-objective Feature Selection in Classification

scientific article published in 2022

Hierarchical Learning Classifier Systems for Polymorphism in Heterogeneous Niches

scientific article published in 2018

Hyperspectral Real-Time Local Anomaly Detection Based on Finite Markov via Line-by-Line Processing

scientific article published in 2023

Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification

scientific article published in 2021

Improving Generalization of Genetic Programming for Symbolic Regression With Angle-Driven Geometric Semantic Operators

scientific article published in June 2019

Improving performance of classification on incomplete data using feature selection and clustering

scholarly article

Instance Selection-Based Surrogate-Assisted Genetic Programming for Feature Learning in Image Classification

scientific article published in February 2023

Investigating the Correlation Amongst the Objective and Constraints in Gaussian Process-Assisted Highly Constrained Expensive Optimization

scientific article published in October 2022

Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning

scientific article published in 2023

Learning and Sharing: A Multitask Genetic Programming Approach to Image Feature Learning

scientific article published in April 2022

MAP-Elites for Genetic Programming-Based Ensemble Learning: An Interactive Approach [AI-eXplained]

scientific article published in November 2023

Modular Multi-Tree Genetic Programming for Evolutionary Feature Construction for Regression

scientific article published in 2023

Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation

scientific article published on 15 July 2023

Multi-objective genetic programming for manifold learning: balancing quality and dimensionality

scientific article published on 5 February 2020

Multi-objective particle swarm optimisation (PSO) for feature selection

scientific article published on 7 July 2012

Multi-task Genetic Programming with Semantic based Crossover for Multi-output Regression

scientific article published on 01 August 2024

Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection

Multiobjective Differential Evolution for Feature Selection in Classification

scientific article published in July 2023

Multiobjective Multitasking Optimization Based on Incremental Learning

scientific article published in October 2020

Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms

scientific article published in February 2020

Multiple feature construction for effective biomarker identification and classification using genetic programming

Multitask Feature Learning as Multiobjective Optimization: A New Genetic Programming Approach to Image Classification

scientific article published in May 2023

Multitree Genetic Programming With Feature-Based Transfer Learning for Symbolic Regression on Incomplete Data

scientific article published in 2023

Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data

scientific article published on 12 May 2021

New fitness functions in binary particle swarm optimisation for feature selection

scientific article published in June 2012

New mechanism for archive maintenance in PSO-based multi-objective feature selection

Niching-Assisted Genetic Programming for Finding Multiple High-Quality Classifiers

scientific article published in 2022

Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification

scientific article published in 2013

PSO for feature construction and binary classification

scientific article published on 6 July 2013

Particle Swarm Optimisation and Statistical Clustering for Feature Selection

Particle Swarm Optimisation for Feature Selection in Classification

2014 doctoral thesis by Bing Xue at Victoria University of Wellington

Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification

scientific article published in October 2023

Particle Swarm Optimization for Efficiently Evolving Deep Convolutional Neural Networks Using an Autoencoder-based Encoding Strategy

scientific article published in 2023

Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms

scientific article published in May 2014

Particle swarm optimization for feature selection in classification: a multi-objective approach.

scientific article published in December 2013

Preprocessing Tandem Mass Spectra Using Genetic Programming for Peptide Identification

scientific article published on 25 April 2019

Preserving Population Diversity Based on Transformed Semantics in Genetic Programming for Symbolic Regression

scientific article published in June 2021

Rademacher Complexity for Enhancing the Generalization of Genetic Programming for Symbolic Regression

scientific article published on 16 July 2020

Relieving Genetic Programming from Coefficient Learning for Symbolic Regression via Correlation and Linear Scaling

scientific article published on 18 February 2024

SR-Forest: A Genetic Programming based Heterogeneous Ensemble Learning Method

scientific article published in 2023

Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming

scientific article published on 5 December 2023

Solving Multi-objective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling

scientific article published in 2022

Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance

scientific article published in 2023

Structural Risk Minimization-Driven Genetic Programming for Enhancing Generalization in Symbolic Regression

scientific article published in August 2019

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

scientific article published in April 2020

Surrogate-Assisted Particle Swarm Optimization for Evolving Variable-Length Transferable Blocks for Image Classification

scientific article published in 2022

Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues

scientific article published on 15 September 2023

Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification

scientific article published in June 2019

Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning

scientific article published in 2017

Visualizations for rule-based machine learning

scientific article published on 29 January 2021

What Emotion Is Hate? Incorporating Emotion Information into the Hate Speech Detection Task

scientific article published in 2021

Ying Bi, Bing Xue, Mengjie Zhang: Genetic programming for image classification—an automated approach to feature learning

scientific article published in 2022

List of works by Bing Xue

A Co-Training Framework for Heterogeneous Heuristic Domain Adaptation

A Comprehensive Comparison on Evolutionary Feature Selection Approaches to Classification

A Constrained Competitive Swarm Optimiser with an SVM-based Surrogate Model for Feature Selection

A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification

A Double Lexicase Selection Operator for Bloat Control in Evolutionary Feature Construction for Regression

A Duplication Analysis-Based Evolutionary Algorithm for Biobjective Feature Selection

A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification

A Genetic Programming Approach with Building Block Evolving and Reusing to Image Classification

A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification

A Hybrid Evolutionary Computation Approach to Inducing Transfer Classifiers for Domain Adaptation

A Multi-objective Genetic Algorithm to Evolving Local Interpretable Model-agnostic Explanations for Deep Neural Networks in Image Classification

A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data

A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features

A Multiform Optimization Framework for Constrained Multiobjective Optimization

A New Binary Particle Swarm Optimization Approach: Momentum and Dynamic Balance Between Exploration and Exploitation

A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection

A New Representation in PSO for Discretization-Based Feature Selection

A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization

A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification

A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression

A Survey on Evolutionary Computation Approaches to Feature Selection

A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends

A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges

A Survey on Evolutionary Neural Architecture Search

A Survey on Unbalanced Classification: How Can Evolutionary Computation Help?

A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation

A hybrid Genetic Programming approach to feature detection and image classification

A multi-objective particle swarm optimisation for filter-based feature selection in classification problems

A new artificial intelligent approach to buoy detection for mussel farming

A survey on evolutionary machine learning

Absumption and Subsumption based Learning Classifier System for Real-World Continuous-based Problems

Absumption and subsumption based learning classifier systems

Absumption to complement subsumption in learning classifier systems

Adapting Bagging and Boosting to Learning Classifier Systems

An Effective One-Shot Neural Architecture Search Method with Supernet Fine-Tuning for Image Classification

An Evolutionary Multitasking-Based Feature Selection Method for High-Dimensional Classification

ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures

Artificial Intelligence in New Zealand: applications and innovation

Automated Fish Classification Using Unprocessed Fatty Acid Chromatographic Data: A Machine Learning Approach

Automatic Feature Extraction and Construction Using Genetic Programming for Rotating Machinery Fault Diagnosis

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming

Automatically Evolving Rotation-invariant Texture Image Descriptors by Genetic Programming

Automatically Evolving Texture Image Descriptors using the Multi-tree Representation in Genetic Programming using Few Instances

Balancing Different Optimization Difficulty Between Objectives in Multi-Objective Feature Selection

Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective Optimization

BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search

Benefiting From Single-Objective Feature Selection to Multiobjective Feature Selection: A Multiform Approach

Bias-Variance Decomposition: An Effective Tool to Improve Generalization of Genetic Programming-based Evolutionary Feature Construction for Regression

Can Genetic Programming Do Manifold Learning Too?

Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO

Completely Automated CNN Architecture Design Based on Blocks

Contrastive Learning Assisted-Alignment for Partial Domain Adaptation

Correlation-Guided Updating Strategy for Feature Selection in Classification With Surrogate-Assisted Particle Swarm Optimization

Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification

Decomposition-based Multi-objective Genetic Programming for Feature Learning in Image Classification

Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming

Differential Evolution With Duplication Analysis for Feature Selection in Classification

Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach

Dimension reduction in classification using particle swarm optimisation and statistical variable grouping information

Dual-Tree Genetic Programming for Few-Shot Image Classification

EDE-NAS: An Eclectic Differential Evolution Approach to Single-Path Neural Architecture Search

Evolutionary Computation for Feature Selection and Feature Construction

Evolutionary Instance Selection With Multiple Partial Adaptive Classifiers for Domain Adaptation

Evolutionary Multitasking for Feature Selection in High-Dimensional Classification via Particle Swarm Optimization

Evolutionary Multitasking for Multi-Objective Feature Selection in Classification

Evolutionary Neural Architecture Search for High-Dimensional Skip-Connection Structures on DenseNet Style Networks

Evolutionary Sparse Coding and Graph Regularisation for Embedded Multi-label Feature Selection

Evolving Deep Convolutional Neural Networks for Image Classification ⬇️

Explainable Artificial Intelligence by Genetic Programming: A Survey

Fast and Efficient Local-Search for Genetic Programming Based Loss Function Learning

Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach

Filter based backward elimination in wrapper based PSO for feature selection in classification

Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection

Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection

Genetic Programming Based on Granular Computing for Classification with High-Dimensional Data

Genetic Programming With Image-Related Operators and a Flexible Program Structure for Feature Learning in Image Classification

Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification

Genetic Programming for Document Classification: A Transductive Transfer Learning System