Mengjie Zhang

发表

Adaptive Reference Point Generation for Many-Objective Optimization Using NSGA-III

Atiya Masood, Yi Mei, Mengjie Zhang, 2018, Australasian Conference on Artificial Intelligence.

New geometric semantic operators in genetic programming: perpendicular crossover and random segment mutation

Mengjie Zhang, Qi Chen, Bing Xue, 2017, GECCO.

A GP approach to QoS-aware web service composition including conditional constraints

Mengjie Zhang, Hui Ma, Alexandre Sawczuk da Silva, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming

Yi Mei, Mengjie Zhang, Su Nguyen, 2017, EuroGP.

Practice and Theory of Blendshape Facial Models

Ken-ichi Anjyo, John P. Lewis, Mengjie Zhang, 2014, Eurographics.

A classification method based on self-adaptive artificial bee colony

Yu Xue, Mengjie Zhang, Bing Xue, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Analysis of Building Blocks with Numerical Simplification in Genetic Programming

Mark Johnston, Mengjie Zhang, David Kinzett, 2010, EuroGP.

Feature Construction Using Genetic Programming for Figure-Ground Image Segmentation

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2017 .

Using Learning Classifier Systems to Learn Stochastic Decision Policies

Gang Chen, Mengjie Zhang, Colin Douch, 2015, IEEE Transactions on Evolutionary Computation.

Developing an evolvable pattern generator using learning classifier systems

Mengjie Zhang, Will N. Browne, Syahaneim Marzukhi, 2011, The 5th International Conference on Automation, Robotics and Applications.

Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2013, EuroGP.

A coevolution genetic programming method to evolve scheduling policies for dynamic multi-objective job shop scheduling problems

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2012, 2012 IEEE Congress on Evolutionary Computation.

Bayesian genetic programming for edge detection

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2019, Soft Comput..

Code coverage optimisation in genetic algorithms and particle swarm optimisation for automatic software test data generation

Mengjie Zhang, Bing Xue, Chahine Koleejan, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A PSO Based Adaboost Approach to Object Detection

Mark Johnston, Mengjie Zhang, Ammar W. Mohemmed, 2008, SEAL.

Applying Online Gradient Descent Search to Genetic Programming for Object Recognition

Mengjie Zhang, William D. Smart, 2004, ACSW.

A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks

Bin Wang, Mengjie Zhang, Bing Xue, 2019, PRICAI.

Balancing Parent and Offspring Selection in Genetic Programming

Mengjie Zhang, Huayang Xie, Mengjie Zhang, 2009, Australasian Conference on Artificial Intelligence.

Evolutionary computer vision

Mengjie Zhang, Stefano Cagnoni, Gustavo Olague, 2009, GECCO '09.

Feature Map Quality Score Estimation Through Regression

Mengjie Zhang, Christopher Hollitt, Ibrahim M. H. Rahman, 2018, IEEE Transactions on Image Processing.

Genetic programming for evolving programs with loop structures for classification tasks

Mengjie Zhang, Kourosh Neshatian, Fahmi Abdulhamid, 2011, The 5th International Conference on Automation, Robotics and Applications.

Evolving deep neural networks by multi-objective particle swarm optimization for image classification

Bin Wang, Mengjie Zhang, Bing Xue, 2019, GECCO.

Class Dependent Multiple Feature Construction Using Genetic Programming for High-Dimensional Data

Mengjie Zhang, Bing Xue, Binh Tran, 2017, Australasian Conference on Artificial Intelligence.

AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2010, GECCO '10.

An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing Problem

Yi Mei, Mengjie Zhang, Jürgen Branke, 2018, Australasian Conference on Artificial Intelligence.

An incremental ensemble classifier learning by means of a rule-based accuracy and diversity comparison

Mengjie Zhang, Brijesh Verma, Md. Asafuddoula, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Automatic Resolution Selection for Edge Detection Using Genetic Programming

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2014, SEAL.

Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2011, Australasian Conference on Artificial Intelligence.

Evolutionary computation and evolutionary deep learning for image analysis, signal processing and pattern recognition

Mengjie Zhang, Stefano Cagnoni, Mengjie Zhang, 2018, GECCO.

A New Modification of Fuzzy C-Means via Particle Swarm Optimization for Noisy Image Segmentation

Mengjie Zhang, Saeed Mirghasemi, Ramesh Kumar Rayudu, 2016, ACALCI.

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

Mengjie Zhang, Bing Xue, Lin Shang, 2018, Australasian Conference on Artificial Intelligence.

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

Mengjie Zhang, Bing Xue, Bach Hoai Nguyen, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Evolutionary spatial auto-correlation for assessing earthquake liquefaction potential using Parallel Linear Genetic Programming

Mengjie Zhang, Will N. Browne, Aaron Scoble, 2013, 2013 IEEE Congress on Evolutionary Computation.

Enhanced feature selection for biomarker discovery in LC-MS data using GP

Mengjie Zhang, Lifeng Peng, Soha Ahmed, 2013, 2013 IEEE Congress on Evolutionary Computation.

New crossover operators in linear genetic programming for multiclass object classification

Mengjie Zhang, Will N. Browne, Carlton Downey, 2010, GECCO '10.

Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression

Mengjie Zhang, Qi Chen, Bing Xue, 2017, SEAL.

Online Program Simplification in Genetic Programming

Mengjie Zhang, Phillip Wong, Dongping Qian, 2006, SEAL.

Genetic Programming with Interval Functions and Ensemble Learning for Classification with Incomplete Data

Mengjie Zhang, Bing Xue, Peter Andreae, 2018, Australasian Conference on Artificial Intelligence.

A memetic particle swarm optimization for constrained multi-objective optimization problems

Mengjie Zhang, Jingxuan Wei, Mengjie Zhang, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

An ensemble of rule-based classifiers for incomplete data

Mengjie Zhang, Bing Xue, Peter Andreae, 2017, 2017 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES).

Fitness Functions in Genetic Programming for Classification with Unbalanced Data

Mengjie Zhang, Grant Patterson, Mengjie Zhang, 2007, Australian Conference on Artificial Intelligence.

Learning iterative dispatching rules for job shop scheduling with genetic programming

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2013, The International Journal of Advanced Manufacturing Technology.

Using Local Search to Evaluate Dispatching Rules in Dynamic Job Shop Scheduling

Mark Johnston, Mengjie Zhang, Rachel Hunt, 2015, EvoCOP.

Genetic Programming for Object Detection : a Two-Phase Approach with an Improved Fitness Function

Mengjie Zhang, Urvesh Bhowan, Bunna Ny, 2007 .

Developing a Hyper-Heuristic Using Grammatical Evolution and the Capacitated Vehicle Routing Problem

Mark Johnston, Mengjie Zhang, Richard J. Marshall, 2014, SEAL.

Improving k-means clustering with genetic programming for feature construction

Mengjie Zhang, Bing Xue, Andrew Lensen, 2017, GECCO.

Automatically evolving difficult benchmark feature selection datasets with genetic programming

Mengjie Zhang, Bing Xue, Andrew Lensen, 2018, GECCO.

Genetic Programming Based Hyper-heuristics for Dynamic Job Shop Scheduling: Cooperative Coevolutionary Approaches

Gang Chen, Mark Johnston, Yi Mei, 2016, EuroGP.

Multi-Round Random Subspace Feature Selection for Incomplete Gene Expression Data

Mengjie Zhang, Bing Xue, Cao Truong Tran, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Instance based Transfer Learning for Genetic Programming for Symbolic Regression

Mengjie Zhang, Qi Chen, Bing Xue, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Feature construction in genetic programming hyper-heuristic for dynamic flexible job shop scheduling

Yi Mei, Mengjie Zhang, Daniel Yska, 2018, GECCO.

Genetic Programming for Edge Detection Based on Accuracy of Each Training Image

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2011, Australasian Conference on Artificial Intelligence.

Genetic programming for detecting target motions

Mengjie Zhang, Andy Song, Mengjie Zhang, 2012, Connect. Sci..

A PSO-based hyper-heuristic for evolving dispatching rules in job shop scheduling

Mengjie Zhang, Su Nguyen, Mengjie Zhang, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Output-based transfer learning in genetic programming for document classification

Mengjie Zhang, Bing Xue, Xiaoying Gao, 2020, Knowl. Based Syst..

An analysis of constructive crossover and selection pressure in genetic programming

Mengjie Zhang, Peter Andreae, Huayang Xie, 2007, GECCO '07.

Refining Fitness Functions and Optimising Training Data in GP for Object Detection

Mengjie Zhang, Yuejin Ma, Malcolm Lett, 2006, SEAL.

Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems

Mengjie Zhang, Kourosh Neshatian, Mengjie Zhang, 2008, EuroGP.

Novel ensemble genetic programming hyper-heuristics for uncertain capacitated arc routing problem

Yi Mei, Mengjie Zhang, Shaolin Wang, 2019, GECCO.

Many-objective genetic programming for job-shop scheduling

Gang Chen, Atiya Masood, Yi Mei, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Extracting and using building blocks of knowledge in learning classifier systems

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2012, GECCO '12.

An effective and efficient approach to classification with incomplete data

Mengjie Zhang, Bing Xue, Peter Andreae, 2018, Knowl. Based Syst..

Automated state feature learning for actor-critic reinforcement learning through NEAT

Gang Chen, Yi Mei, Mengjie Zhang, 2017, GECCO.

Caching for parallel linear genetic programming

Mengjie Zhang, Carlton Downey, 2011, GECCO '11.

Using Genetic Algorithms to Improve the Accuracy of Object Detection

Victor Ciesielski, Mengjie Zhang, 1999 .

Genetic programming for image classification with unbalanced data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2009, 2009 24th International Conference Image and Vision Computing New Zealand.

Reuse of program trees in genetic programming with a new fitness function in high-dimensional unbalanced classification

Mengjie Zhang, Bing Xue, Lin Shang, 2019, GECCO.

Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data

Mengjie Zhang, Bing Xue, Binh Tran, 2017, EuroGP.

Maximising total weighted number of activities for reservation with slack

Mengjie Zhang, Kay Chen Tan, Su Nguyen, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

A Comparison of Classification Strategies in Genetic Programming with Unbalanced Data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2010, Australasian Conference on Artificial Intelligence.

Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2014, IEEE Transactions on Evolutionary Computation.

Explicitly Simplifying Evolved Genetic Programs during Evolution

Mengjie Zhang, Phillip Wong, Mengjie Zhang, 2008, Int. J. Comput. Intell. Appl..

Data Extraction from Semi-structured Web Pages by Clustering

Mengjie Zhang, Xiaoying Gao, Le Phong Bao Vuong, 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06).

Parallel Multi-objective Job Shop Scheduling Using Genetic Programming

Gang Chen, Mengjie Zhang, Deepak Karunakaran, 2016, ACALCI.

Effects of static and dynamic topologies in Particle Swarm Optimisation for edge detection in noisy images

Mark Johnston, Mengjie Zhang, Mahdi Setayesh, 2012, 2012 IEEE Congress on Evolutionary Computation.

A Memetic Framework for Cooperative Co-evolutionary Feedforward Neural Networks

Mengjie Zhang, Rohitash Chandra, Marcus Frean, 2010 .

Niching Genetic Programming based Hyper-heuristic Approach to Dynamic Job Shop Scheduling: An Investigation into Distance Metrics

Gang Chen, Yi Mei, Mengjie Zhang, 2016, GECCO.

Evolving Dispatching Rules for Multi-objective Dynamic Flexible Job Shop Scheduling via Genetic Programming Hyper-heuristics

Yi Mei, Mengjie Zhang, Fangfang Zhang, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Opponent's Style Modeling Based on Situations for Bayesian Poker

Yang Gao, Mengjie Zhang, Ruobing Li, 2012, Australasian Conference on Artificial Intelligence.

Improving Generalisation of Genetic Programming for Symbolic Regression with Structural Risk Minimisation

Mengjie Zhang, Qi Chen, Bing Xue, 2016, GECCO.

A New Crossover Operator in Genetic Programming for Object Classification

Mengjie Zhang, Xiaoying Gao, Weijun Lou, 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

An Evolutionary Deep Learning Approach Using Genetic Programming with Convolution Operators for Image Classification

Mengjie Zhang, Bing Xue, Ying Bi, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Human-Interpretable Feature Pattern Classification System Using Learning Classifier Systems

Mengjie Zhang, Toktam Ebadi, Will N. Browne, 2014, Evolutionary Computation.

A PSO based hybrid feature selection algorithm for high-dimensional classification

Mengjie Zhang, Bing Xue, Binh Tran, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo Computation

Xin Yao, Mengjie Zhang, Yifan Chen, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Linear Genetic Programming for Multi-class Classification Problems

Mengjie Zhang, Christopher Graeme Fogelberg, Graeme Fogelberg, 2005 .

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

Mengjie Zhang, Bing Xue, Will N. Browne, 2012, GECCO '12.

Improving Relevance Measures Using Genetic Programming

Mengjie Zhang, Kourosh Neshatian, Mengjie Zhang, 2012, EuroGP.

Online Feature-Generation of Code Fragments for XCS to Guide Feature Construction

Mengjie Zhang, Will N. Browne, Will N. Browne, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Evolutionary computation for feature manipulation: Key challenges and future directions

Mengjie Zhang, Bing Xue, Mengjie Zhang, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Evolutionary Image Analysis, Signal Processing and Pattern Recognition

Mengjie Zhang, Stefano Cagnoni, Mengjie Zhang, 2015, GECCO.

A new image segmentation algorithm based on modified seeded region growing and particle swarm optimization

Mengjie Zhang, Saeed Mirghasemi, Ramesh Kumar Rayudu, 2013, 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013).

Special Issue on Computational Intelligence in Computer Vision and Image Processing [Guest Editorial]

Mengjie Zhang, Mario Köppen, Sergio Damas, 2013, IEEE Comput. Intell. Mag..

The effect of primitive sets on the expression of evolved images

Mengjie Zhang, Will N. Browne, Roman Klapaukh, 2013, 2013 IEEE Congress on Evolutionary Computation.

Multi-Objective Genetic Programming for Classification with Unbalanced Data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2009, Australasian Conference on Artificial Intelligence.

Decomposition Based Multi-Objective Evolutionary Algorithm in XCS for Multi-Objective Reinforcement Learning

Mengjie Zhang, Will N. Browne, Xiu Cheng, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

Handling Branched Web Service Composition with a QoS-Aware Graph-Based Method

Mengjie Zhang, Sven Hartmann, Hui Ma, 2016, EC-Web.

Genetic programming for edge detection using multivariate density

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2013, GECCO '13.

Automatic Pattern Construction For Web Information Extraction

Mengjie Zhang, Xiaoying Gao, Peter Andreae, 2004, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

Genetic programming for edge detection based on figure of merit

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2012, GECCO '12.

Guest Editorial: special issue on evolutionary optimisation and learning

Xiaodong Li, Mengjie Zhang, Michael Kirley, 2011, Soft Comput..

A Hybrid Approach Using Genetic Programming and Greedy Search for QoS-Aware Web Service Composition

Mengjie Zhang, Anqi Wang, Hui Ma, 2015, Trans. Large Scale Data Knowl. Centered Syst..

Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data

Mark Johnston, Xin Yao, Mengjie Zhang, 2013, IEEE Transactions on Evolutionary Computation.

A genetic programming based hyper-heuristic approach for combinatorial optimisation

Mark Johnston, Mengjie Zhang, Su Nguyen, 2011, GECCO '11.

Domain Generalization for Object Recognition with Multi-task Autoencoders

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Can Stochastic Dispatching Rules Evolved by Genetic Programming Hyper-heuristics Help in Dynamic Flexible Job Shop Scheduling?

Yi Mei, Mengjie Zhang, Fangfang Zhang, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Severely noisy image segmentation via wavelet shrinkage using PSO and Fuzzy C-Means

Mengjie Zhang, Peter Andreae, Saeed Mirghasemi, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Genetic Programming for Multi-objective Test Data Generation in Search Based Software Testing

Mengjie Zhang, Bing Xue, Lin Shang, 2017, Australasian Conference on Artificial Intelligence.

Using unrestricted loops in genetic programming for image classification

Mengjie Zhang, Will N. Browne, Jan Larres, 2010, IEEE Congress on Evolutionary Computation.

Wrapper Feature Construction for Figure-Ground Image Segmentation Using Genetic Programming

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2017, ACALCI.

Automatic Selection Pressure Control in Genetic Programming

Mengjie Zhang, Peter Andreae, Huayang Xie, 2006, Sixth International Conference on Intelligent Systems Design and Applications.

Particle swarm optimisation representations for simultaneous clustering and feature selection

Mengjie Zhang, Bing Xue, Andrew Lensen, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Evolving "less-myopic" scheduling rules for dynamic job shop scheduling with genetic programming

Mark Johnston, Mengjie Zhang, Rachel Hunt, 2014, GECCO.

Figure-ground image segmentation using feature-based multi-objective genetic programming techniques

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2017, Neural Computing and Applications.

Adaptive charting genetic programming for dynamic flexible job shop scheduling

Mengjie Zhang, Kay Chen Tan, Su Nguyen, 2018, GECCO.

Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2013, EvoApplications.

An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling

Gang Chen, Yi Mei, Mengjie Zhang, 2018, Appl. Soft Comput..

Confusion matrices for improving performance of feature pattern classifier systems

Mengjie Zhang, Will N. Browne, Ignas Kukenys, 2011, GECCO '11.

Fast Bi-Objective Feature Selection Using Entropy Measures and Bayesian Inference

Yi Mei, Mengjie Zhang, Bing Xue, 2016, GECCO.

A graph-based Particle Swarm Optimisation approach to QoS-aware web service composition and selection

Mengjie Zhang, Hui Ma, Alexandre Sawczuk da Silva, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Evolutionary computation for feature selection and feature construction

Mengjie Zhang, Bing Xue, Mengjie Zhang, 2018, GECCO.

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

Mengjie Zhang, Bing Xue, Will N. Browne, 2014, Appl. Soft Comput..

Toward evolving dispatching rules for dynamic job shop scheduling under uncertainty

Gang Chen, Yi Mei, Mengjie Zhang, 2017, GECCO.

Evolutionary computer vision and image processing: Some FAQs, current challenges and future perspectives

Mengjie Zhang, Stefano Cagnoni, Mengjie Zhang, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

False Alarm Filter in Neural Networks for Multiclass Object Detection

Mengjie Zhang, Bunna Ny, 2004, KES.

A Gaussian Filter-Based Feature Learning Approach Using Genetic Programming to Image Classification

Mengjie Zhang, Bing Xue, Ying Bi, 2018, Australasian Conference on Artificial Intelligence.

Human-inspired Scaling in Learning Classifier Systems: Case Study on the n-bit Multiplexer Problem Set

Mengjie Zhang, Will N. Browne, Isidro M. Alvarez, 2016, GECCO.

Population Clustering in Genetic Programming

Mengjie Zhang, Peter Andreae, Huayang Xie, 2006, EuroGP.

A Digit Recognition System for Paper Currency Identification Based on Virtual Instruments

Mengjie Zhang, Ji Qian, Dongping Qian, 2006, 2006 International Conference on Information and Automation.

A Comparison between Two Evolutionary Hyper-Heuristics for Combinatorial Optimisation

Mark Johnston, Mengjie Zhang, Richard J. Marshall, 2014, SEAL.

Genetic Programming with Gradient Descent Search for Multiclass Object Classification

Mengjie Zhang, William D. Smart, W. Smart, 2004, EuroGP.

Using Numerical Simplification to Control Bloat in Genetic Programming

Mark Johnston, Mengjie Zhang, David Kinzett, 2008, SEAL.

Feature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming

Yi Mei, Mengjie Zhang, Su Nyugen, 2016, GECCO.

Looseness Controlled Crossover in GP for Object Recognition

Mengjie Zhang, Xiaoying Gao, Weijun Lou, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Particle swarm optimization based multi-prototype ensembles

Mark Johnston, Mengjie Zhang, Ammar W. Mohemmed, 2009, GECCO.

PSO for feature construction and binary classification

Mengjie Zhang, Bing Xue, Will N. Browne, 2013, GECCO '13.

Multiclass Object Classification Using Genetic Programming

Mengjie Zhang, William D. Smart, W. Smart, 2004, EvoWorkshops.

Generalized Compatible Function Approximation for Policy Gradient Search

Gang Chen, Mengjie Zhang, Shaoning Pang, 2016, ICONIP.

Genetic programming for evolving programs with recursive structures

Mengjie Zhang, Bing Xue, Tessa Phillips, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Genetic programming for medical classification: a program simplification approach

Mengjie Zhang, Phillip Wong, Mengjie Zhang, 2008, Genetic Programming and Evolvable Machines.

Hyper-heuristic Operator Selection and Acceptance Criteria

Mark Johnston, Mengjie Zhang, Richard J. Marshall, 2015, EvoCOP.

Evolutionary feature manipulation in data mining/big data

Mengjie Zhang, Bing Xue, Mengjie Zhang, 2017, SEVO.

Proceedings of the 10th International Conference on Simulated Evolution and Learning - Volume 8886

Grant Dick, Peter A. Whigham, Mengjie Zhang, 2014 .

Genetic Programming for Image Recognition: An LGP Approach

Mengjie Zhang, Christopher Fogelberg, Mengjie Zhang, 2009, EvoWorkshops.

Evolution of aesthetically pleasing images without human-in-the-loop

Mengjie Zhang, Will N. Browne, Roman Klapaukh, 2010, IEEE Congress on Evolutionary Computation.

Image Segmentation: A Survey of Methods Based on Evolutionary Computation

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2014, SEAL.

Fast Unsupervised Edge Detection Using Genetic Programming [Application Notes]

Mark Johnston, Mengjie Zhang, Bing Xue, 2018, IEEE Comput. Intell. Mag..

A Multi-objective Feature Selection Approach Based on Binary PSO and Rough Set Theory

Mengjie Zhang, Bing Xue, Lin Shang, 2013, EvoCOP.

Compaction for Code Fragment Based Learning Classifier Systems

Mengjie Zhang, Will N. Browne, Isidro M. Alvarez, 2016, ACALCI.

Detecting data records in semi-structured web sites based on text token clustering

Mengjie Zhang, Xiaoying Gao, Le Phong Bao Vuong, 2008, Integr. Comput. Aided Eng..

Improving classification on images by extracting and transferring knowledge in genetic programming

Mengjie Zhang, Bing Xue, Muhammad Iqbal, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Sampling Heuristics for Multi-objective Dynamic Job Shop Scheduling Using Island Based Parallel Genetic Programming

Gang Chen, Yi Mei, Mengjie Zhang, 2018, PPSN.

A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for the Uncertain Capacitated Arc Routing Problem

Zili Zhang, Yi Mei, Mengjie Zhang, 2020, Evolutionary Computation.

Sampling Methods in Genetic Programming for Classification with Unbalanced Data

Mark Johnston, Mengjie Zhang, Will N. Browne, 2010, Australasian Conference on Artificial Intelligence.

Multi-objective Feature Selection in Classification: A Differential Evolution Approach

Mengjie Zhang, Bing Xue, Wenlong Fu, 2014, SEAL.

Particle Swarm optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks

Mengjie Zhang, Bing Xue, Bin Wang, 2019, 2020 IEEE Congress on Evolutionary Computation (CEC).

A heuristic solution for noisy image segmentation using Particle Swarm Optimization and Fuzzy clustering

Mengjie Zhang, Saeed Mirghasemi, Ramesh Rayudu, 2015, 2015 7th International Joint Conference on Computational Intelligence (IJCCI).

Genetic Programming for Classification with Unbalanced Data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2010, EuroGP.

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

Mengjie Zhang, Qi Chen, Bing Xue, 2019, IEEE Transactions on Evolutionary Computation.

Multi-Objective Genetic Programming for object detection

Mark Johnston, Mengjie Zhang, Thomas Liddle, 2010, IEEE Congress on Evolutionary Computation.

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

Mengjie Zhang, Bing Xue, Lifeng Peng, 2016, EvoApplications.

Improvement of code fragment fitness to guide feature construction in XCS

Mengjie Zhang, Will N. Browne, Trung B. Nguyen, 2019, GECCO.

Genetic Programming for Object Detection: a Two-phase Approach with an Improved Fitness Function

Mengjie Zhang, Urvesh Bhowan, Bunna Ny, 2009, Progress in Computer Vision and Image Analysis.

Numerical simplification for bloat control and analysis of building blocks in genetic programming

Mark Johnston, Mengjie Zhang, David Kinzett, 2009, Evol. Intell..

Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling

Gang Chen, Yi Mei, Mengjie Zhang, 2018, EuroGP.

Enhancing Branch-and-Bound Algorithms for Order Acceptance and Scheduling with Genetic Programming

Mark Johnston, Mengjie Zhang, Su Nguyen, 2014, EuroGP.

Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification

Mengjie Zhang, Bing Xue, Yu Xue, 2019, ACM Trans. Knowl. Discov. Data.

F-MOGP: A novel many-objective evolutionary approach to QoS-aware data intensive web service composition

Mengjie Zhang, Yang Yu, Hui Ma, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Can Genetic Programming Do Manifold Learning Too?

Mengjie Zhang, Bing Xue, Andrew Lensen, 2019, EuroGP.

A Hybrid DE Approach to Designing CNN for Image Classification

Bin Wang, Mengjie Zhang, Bing Xue, 2018 .

A Comprehensive Comparison on Evolutionary Feature Selection Approaches to Classification

Mengjie Zhang, Bing Xue, Will N. Browne, 2015, Int. J. Comput. Intell. Appl..

A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules

Yi Mei, Mengjie Zhang, Bing Xue, 2019, Evolutionary Computation.

Directly Constructing Multiple Features for Classification with Missing Data using Genetic Programming with Interval Functions

Mengjie Zhang, Bing Xue, Peter Andreae, 2016, GECCO.

An Efficient Feature Selection Algorithm for Evolving Job Shop Scheduling Rules With Genetic Programming

Yi Mei, Mengjie Zhang, Bing Xue, 2017, IEEE Transactions on Emerging Topics in Computational Intelligence.

Information Extraction from A Whole Web Site

Mengjie Zhang, Xiaoying Gao, 2006, AMT.

Optimization of competitive facility location for chain stores

Mengjie Zhang, Chao Chen, Baozhen Yao, 2019, Ann. Oper. Res..

How online simplification affects building blocks in genetic programming

Mark Johnston, Mengjie Zhang, David Kinzett, 2009, GECCO.

Keynote talks: Evolutionary feature selection and dimensionality reduction

Mengjie Zhang, 2017 .

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

Mengjie Zhang, Bing Xue, Will N. Browne, 2012, Connect. Sci..

Adaptive artificial datasets to discover the effects of domain features for classification tasks

Mengjie Zhang, Will N. Browne, Syahaneim Marzukhi, 2013, GECCO '13 Companion.

Learning information extraction patterns from tabular Web pages without manual labelling

Mengjie Zhang, Xiaoying Gao, Peter Andreae, 2003, Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003).

Applications of Evolutionary Computation - 18th European Conference, EvoApplications

Federico Divina, Mengjie Zhang, Carlos Cotta, 2015 .

Optimization of Location Allocation of Web Services Using a Modified Non-dominated Sorting Genetic Algorithm

Mengjie Zhang, Hui Ma, Boxiong Tan, 2016, ACALCI.

Genetic Programming with Multi-tree Representation for Dynamic Flexible Job Shop Scheduling

Fangfang Zhang, Yi Mei, Mengjie Zhang, 2018, Australasian Conference on Artificial Intelligence.

Generating Redundant Features with Unsupervised Multi-Tree Genetic Programming pdf

Mengjie Zhang, Bing Xue, Andrew Lensen, 2018, EuroGP.

Geometric Semantic Crossover with an Angle-Aware Mating Scheme in Genetic Programming for Symbolic Regression

Yi Mei, Mengjie Zhang, Qi Chen, 2017, EuroGP.

Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling

Mark Johnston, Mengjie Zhang, Su Nguyen, 2015, EuroGP.

A Hybrid GP-Tabu Approach to QoS-Aware Data Intensive Web Service Composition

Mengjie Zhang, Yang Yu, Hui Ma, 2014, SEAL.

Impacts of sampling strategies in tournament selection for genetic programming

Mengjie Zhang, Huayang Xie, Mengjie Zhang, 2012, Soft Comput..

A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming

Mengjie Zhang, Kourosh Neshatian, Peter Andreae, 2012, IEEE Transactions on Evolutionary Computation.

Effective Exploration for Deep Reinforcement Learning via Bootstrapped Q-Ensembles under Tsallis Entropy Regularization pdf

Gang Chen, Mengjie Zhang, Yiming Peng, 2018, ArXiv.

Parent Selection Pressure Auto-Tuning for Tournament Selection in Genetic Programming

Mengjie Zhang, Huayang Xie, Mengjie Zhang, 2013, IEEE Transactions on Evolutionary Computation.

Automated Design of Production Scheduling Heuristics: A Review

Mengjie Zhang, Jürgen Branke, Su Nguyen, 2016, IEEE Transactions on Evolutionary Computation.

A Genetic Programming-Based Imputation Method for Classification with Missing Data

Mengjie Zhang, Peter Andreae, Cao Truong Tran, 2016, EuroGP.

Contextual-based top-down saliency feature weighting for target detection

Mengjie Zhang, Christopher Hollitt, Ibrahim M. H. Rahman, 2016, Machine Vision and Applications.

Salient object detection using learning classifiersystems that compute action mappings

Mengjie Zhang, Will N. Browne, Christopher Hollitt, 2014, GECCO.

Numerical-node building block analysis of genetic programming with simplification

Mengjie Zhang, Phillip Lee-Ming Wong, Mengjie Zhang, 2007, GECCO '07.

Improving Robustness of Multiple-Objective Genetic Programming for Object Detection

Mark Johnston, Mengjie Zhang, Rachel Hunt, 2011, Australasian Conference on Artificial Intelligence.

A Relaxed Approach to Simplification in Genetic Programming

Mark Johnston, Mengjie Zhang, Thomas Liddle, 2010, EuroGP.

Encoding subcomponents in cooperative co-evolutionary recurrent neural networks

Mengjie Zhang, Rohitash Chandra, Marcus R. Frean, 2011, Neurocomputing.

An analysis of the distribution of swapped subtree sizes in tree-based genetic programming

Mengjie Zhang, Peter Andreae, Huayang Xie, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Extending learning classifier system with cyclic graphs for scalability on complex, large-scale boolean problems

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2013, GECCO '13.

Memetic Cooperative Co-evolutionary Recurrent Neural Networks

Mengjie Zhang, Rohitash Chandra, Marcus Frean, 2011 .

Stochastic Decision Making in Learning Classifier Systems through a Natural Policy Gradient Method

Gang Chen, Mengjie Zhang, Shaoning Pang, 2014, ICONIP.

Learning Weights in Genetic Programs Using Gradient Descent for Object Recognition

Mengjie Zhang, William D. Smart, W. Smart, 2005, EvoWorkshops.

Genetic Programming with Embedded Feature Construction for High-Dimensional Symbolic Regression

Mengjie Zhang, Qi Chen, Bing Xue, 2017 .

Further investigation on genetic programming with transfer learning for symbolic regression

Mengjie Zhang, Bing Xue, Edward Haslam, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

A differential evolution based feature selection approach using an improved filter criterion

Mengjie Zhang, Bing Xue, Emrah Hancer, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Genetic Programming for Preprocessing Tandem Mass Spectra to Improve the Reliability of Peptide Identification

Mengjie Zhang, Bing Xue, Samaneh Azari, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

Enhancing Heuristics for Order Acceptance and Scheduling Using Genetic Programming

Mark Johnston, Mengjie Zhang, Su Nguyen, 2014, SEAL.

Genetic programming for production scheduling: a survey with a unified framework

Yi Mei, Mengjie Zhang, Su Nguyen, 2017, Complex & Intelligent Systems.

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

Mengjie Zhang, Qi Chen, Bing Xue, 2019, IEEE Transactions on Evolutionary Computation.

Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition

Mengjie Zhang, Xiaoying Gao, Dongping Qian, 2006, PRICAI.

Constrained Expectation-Maximization Methods for Effective Reinforcement Learning

Gang Chen, Mengjie Zhang, Yiming Peng, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

New Representations in PSO for Feature Construction in Classification

Mengjie Zhang, Bing Xue, Yan Dai, 2014, EvoApplications.

Learning knowledge bases for information extraction from multiple text based Web sites

Mengjie Zhang, Xiaoying Gao, 2003, IEEE/WIC International Conference on Intelligent Agent Technology, 2003. IAT 2003..

Directly evolving classifiers for missing data using genetic programming

Mengjie Zhang, Peter Andreae, Cao Truong Tran, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

A GP Approach to QoS-Aware Web Service Composition and Selection

Mengjie Zhang, Hui Ma, Alexandre Sawczuk da Silva, 2014, SEAL.

A novel hybrid data-driven model for multi-input single-output system simulation

Mengjie Zhang, Yang Hong, Ke Liang, 2016, Neural Computing and Applications.

A Wrapper Feature Selection Approach to Classification with Missing Data

Mengjie Zhang, Bing Xue, Peter Andreae, 2016, EvoApplications.

Evolving dispatching rules for dynamic Job shop scheduling with uncertain processing times

Gang Chen, Yi Mei, Mengjie Zhang, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Three-cornered coevolution learning classifier systems for classification tasks

Mengjie Zhang, Will N. Browne, Syahaneim Marzukhi, 2014, GECCO.

GP for Object Classification: Brood Size in Brood Recombination Crossover

Mengjie Zhang, Xiaoying Gao, Weijun Lou, 2006, Australian Conference on Artificial Intelligence.

Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2014, Evolutionary Computation.

Gaussian Based Particle Swarm Optimisation and Statistical Clustering for Feature Selection

Mengjie Zhang, Bing Xue, Ivy Liu, 2014, EvoCOP.

Evolutionary Multi-Objective Optimization for Web Service Location Allocation Problem

Yi Mei, Mengjie Zhang, Boxiong Tan, 2018, IEEE Transactions on Services Computing.

Cooperative coevolution of Elman recurrent neural networks for chaotic time series prediction

Mengjie Zhang, Rohitash Chandra, Mengjie Zhang, 2012, Neurocomputing.

Object Detection Using Neural Networks and Genetic Programming

Mengjie Zhang, Barret Chin, Mengjie Zhang, 2008, EvoWorkshops.

Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions

Yi Mei, Mengjie Zhang, Su Nguyen, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Adaptive multi-subswarm optimisation for feature selection on high-dimensional classification

Mengjie Zhang, Bing Xue, Binh Tran, 2019, GECCO.

Crossover-based local search in cooperative co-evolutionary feedforward neural networks

Mengjie Zhang, Rohitash Chandra, Marcus R. Frean, 2012, Appl. Soft Comput..

SCHEME: Caching subtrees in genetic programming

Mengjie Zhang, Phillip Wong, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Classification Strategies for Image Classification in Genetic Programming

Mengjie Zhang, Will R. Smart, Mengjie Zhang, 2003 .

An automated ensemble learning framework using genetic programming for image classification

Mengjie Zhang, Bing Xue, Ying Bi, 2019, GECCO.

Evolutionary computation and evolutionary deep learning for image analysis, signal processing and pattern recognition

Mengjie Zhang, Stefano Cagnoni, 2019, GECCO.

Using genetic programming for context-sensitive feature scoring in classification problems

Mengjie Zhang, Kourosh Neshatian, Mengjie Zhang, 2011, Connect. Sci..

Reference Point Adaption Method for Genetic Programming Hyper-Heuristic in Many-Objective Job Shop Scheduling

Gang Chen, Atiya Masood, Yi Mei, 2018, EvoCOP.

Robust Design about Container Terminal Logistics System

Li Li, Mengjie Zhang, Xiaodong Wang, 2009, 2009 IITA International Conference on Services Science, Management and Engineering.

Application of Cooperative Convolution Optimization for 13C Metabolic Flux Analysis: Simulation of Isotopic Labeling Patterns Based on Tandem Mass Spectrometry Measurements

Mengjie Zhang, Rohitash Chandra, Lifeng Peng, 2012, SEAL.

An adaptive genetic programming approach to QoS-aware web services composition

Mengjie Zhang, Yang Yu, Hui Ma, 2013, 2013 IEEE Congress on Evolutionary Computation.

Evolutionary Computation for Feature Selection and Feature Construction

Mengjie Zhang, Bing Xue, Mengjie Zhang, 2016, GECCO.

Particle Swarm Optimization for Coverage Maximization and Energy Conservation in Wireless Sensor Networks

Mengjie Zhang, Ammar W. Mohemmed, A. W. Mohemmed, 2010, EvoApplications.

Automatic Data Record Detection in Web Pages

Mengjie Zhang, Xiaoying Gao, Le Phong Bao Vuong, 2007, KSEM.

Genetic Programming with Rademacher Complexity for Symbolic Regression

Mengjie Zhang, Qi Chen, Bing Xue, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Evolutionary web service composition: A graph-based memetic algorithm

Yi Mei, Mengjie Zhang, Hui Ma, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

AI 2008: Advances in Artificial Intelligence 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 3-5, 2008 ... / Lecture Notes in Artificial Intelligence)

Mengjie Zhang, Wayne Wobcke, 2008 .

Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules

Mengjie Zhang, Kay Chen Tan, Su Nguyen, 2017, IEEE Transactions on Cybernetics.

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

Mengjie Zhang, Bing Xue, Binh Q. Tran, 2019, Pattern Recognit..

Bloat control in genetic programming by evaluating contribution of nodes

Mengjie Zhang, Andy Song, Dunhai Chen, 2009, GECCO.

Reinforcement Learning in Continuous Spaces by Using Learning Fuzzy Classifier Systems

Gang Chen, Mengjie Zhang, Shaoning Pang, 2015, ICONIP.

Multi-objective Genetic Programming for Figure-Ground Image Segmentation

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2016, ACALCI.

Genetic Programming for Measuring Peptide Detectability

Mengjie Zhang, Bing Xue, Lifeng Peng, 2014, SEAL.

Compaction for code fragment based learning classifier systems — Redux

Mengjie Zhang, Will N. Browne, Isidro M. Alvarez, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Pixel characteristics based feature extraction approach for roadside object detection

Mengjie Zhang, Brijesh Verma, Mary Tom, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

A comprehensive analysis on reusability of GP-evolved job shop dispatching rules

Yi Mei, Mengjie Zhang, Mengjie Zhang, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

An archive based particle swarm optimisation for feature selection in classification

Mengjie Zhang, Bing Xue, A. Kai Qin, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

A new GP-based wrapper feature construction approach to classification and biomarker identification

Mengjie Zhang, Lifeng Peng, Soha Ahmed, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Optimizing configuration of neural ensemble network for breast cancer diagnosis

Mengjie Zhang, Brijesh Verma, Peter McLeod, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Meta-learning and feature ranking using genetic programming for classification: Variable terminal weighting

Mengjie Zhang, Kourosh Neshatian, Anna Friedlander, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

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

Mengjie Zhang, Bing Xue, Ivy Liu, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

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

Mengjie Zhang, Bing Xue, Peter Andreae, 2016, Soft Comput..

Learning to Rank Peptide-Spectrum Matches Using Genetic Programming

Mengjie Zhang, Bing Xue, Samaneh Azari, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Centred Weight Initialization in Neural Networks for Object Detection

Victor Ciesielski, Mengjie Zhang, 1999 .

An Enhanced Genetic Algorithm for Web Service Location-Allocation

Mengjie Zhang, Hai Huang, Hui Ma, 2014, DEXA.

Learning Models for English Speech Recognition

Mengjie Zhang, Peter Andreae, Huayang Xie, 2004, ACSC.

Genetic Programming for Biomarker Detection in Mass Spectrometry Data

Mengjie Zhang, Lifeng Peng, Soha Ahmed, 2012, Australasian Conference on Artificial Intelligence.

Another investigation on tournament selection: modelling and visualisation

Mengjie Zhang, Peter Andreae, Huayang Xie, 2007, GECCO '07.

Is the not-sampled issue in tournament selection critical?

Mark Johnston, Mengjie Zhang, Peter Andreae, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Is a Single Image Sufficient for Evolving Edge Features by Genetic Programming?

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2014, EvoApplications.

Enhancing genetic programming based hyper-heuristics for dynamic multi-objective job shop scheduling problems

Mengjie Zhang, Kay Chen Tan, Su Nguyen, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Multi-objective Evolutionary Algorithms for filter Based Feature Selection in Classification

Mengjie Zhang, Bing Xue, Will N. Browne, 2013, Int. J. Artif. Intell. Tools.

A sequential genetic programming method to learn forward construction heuristics for order acceptance and scheduling

Mark Johnston, Mengjie Zhang, Su Nguyen, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Research on Dynamic Load Balancing Technology Based on Simulation Terminal Pool

Mengjie Zhang, Shijie Zhou, Dou Wu, 2014, PACIS.

Distribution optimization of the specialized car repair store based on the maximization of market share

Mengjie Zhang, Junjie Gao, Wenbin Hou, 2017 .

XCS-based versus UCS-based feature pattern classification system

Mengjie Zhang, Toktam Ebadi, Will N. Browne, 2012, GECCO '12.

Accuracy-Based Learning Classifier Systems for Multistep Reinforcement Learning: A Fuzzy Logic Approach to Handling Continuous Inputs and Learning Continuous Actions

Gang Chen, Mengjie Zhang, Colin Douch, 2016, IEEE Transactions on Evolutionary Computation.

A genetic programming approach to distributed execution of data-intensive web service compositions

Mengjie Zhang, Yang Yu, Hui Ma, 2016, ACSW.

Nature-Inspired Algorithms for Real-World Optimization Problems

Xiaodong Li, Mengjie Zhang, Wei Fang, 2015, J. Appl. Math..

A novel scalar MCMMA blind equalization utilized in 8-PAM LED based visible light communication system

Mengjie Zhang, Nan Chi, Zhixin Wang, 2016, 2016 IEEE International Conference on Communications Workshops (ICC).

Genetic programming for feature construction and selection in classification on high-dimensional data

Mengjie Zhang, Bing Xue, Binh Tran, 2016, Memetic Comput..

Automatically defined functions for learning classifier systems

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2011, GECCO '11.

Algebraic simplification of GP programs during evolution

Mengjie Zhang, Phillip Wong, Mengjie Zhang, 2006, GECCO.

2.32 Gbit/s phosphorescent white LED visible light communication aided by two-staged linear software equalizer

Mengjie Zhang, Nan Chi, Jiaqi Zhao, 2016, 2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP).

Active Sampling for Dynamic Job Shop Scheduling using Genetic Programming

Yi Mei, Mengjie Zhang, Deepak Karunakaran, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Investigation of brood size in GP with brood recombination crossover for object recognition

Mengjie Zhang, Xiaoying Gao, Dongping Qian, 2006 .

A Differential Evolution Approach to Feature Selection and Instance Selection

Jiaheng Wang, Mengjie Zhang, Bing Xue, 2016, PRICAI.

Probability Based Genetic Programming for Multiclass Object Classification

Mengjie Zhang, William D. Smart, W. Smart, 2004, PRICAI.

Pareto front feature selection based on artificial bee colony optimization

Mengjie Zhang, Bing Xue, Dervis Karaboga, 2018, Inf. Sci..

Genetic Programming for Extracting Edge Features Using Two Blocks

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2015, AusDM.

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

Mengjie Zhang, Bing Xue, Gary G. Yen, 2019, IEEE Transactions on Evolutionary Computation.

Adaptive artificial datasets through learning classifier systems for classification tasks

Mengjie Zhang, Will N. Browne, Syahaneim Marzukhi, 2013, Evol. Intell..

Particle Swarm Optimization for Multi-Objective Web Service Location Allocation

Yi Mei, Mengjie Zhang, Hui Ma, 2016, EvoCOP.

A survey on evolutionary machine learning

Mengjie Zhang, Qi Chen, Andrew Lensen, 2019, Journal of the Royal Society of New Zealand.

Particle Swarm Optimisation for Feature Selection in Classification

Mengjie Zhang, Bing Xue, Binh Tran, 2014 .

Improving feature ranking for biomarker discovery in proteomics mass spectrometry data using genetic programming

Mengjie Zhang, Lifeng Peng, Soha Ahmed, 2014, Connect. Sci..

A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification pdf

Bin Wang, Mengjie Zhang, Bing Xue, 2018, Australasian Conference on Artificial Intelligence.

Multiple feature construction in classification on high-dimensional data using GP

Mengjie Zhang, Bing Xue, Binh Tran, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Building Subcomponents in the Cooperative Coevolution Framework for Training Recurrent Neural Networks: Technical Report

Mengjie Zhang, Rohitash Chandra, Christian W. Omlin, 2009 .

Reusing Learned Functionality to Address Complex Boolean Functions

Mengjie Zhang, Will N. Browne, Isidro M. Alvarez, 2014, SEAL.

GraphEvol: A Graph Evolution Technique for Web Service Composition

Mengjie Zhang, Hui Ma, Alexandre Sawczuk da Silva, 2015, DEXA.

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

Mengjie Zhang, Bing Xue, Lifeng Peng, 2014, GECCO.

Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias

Mengjie Zhang, Bing Xue, Su Nguyen, 2016, Connect. Sci..

Investigation of low-level edge feature extraction using three blocks

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2013, 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013).

Differential evolution for instance based transfer learning in genetic programming for symbolic regression

Mengjie Zhang, Qi Chen, Bing Xue, 2019, GECCO.

Differentiating between individual class performance in Genetic Programming fitness for classification with unbalanced data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2009, 2009 IEEE Congress on Evolutionary Computation.

Dimensionality reduction in face detection: A genetic programming approach

Mengjie Zhang, Kourosh Neshatian, Mengjie Zhang, 2009, 2009 24th International Conference Image and Vision Computing New Zealand.

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

Mengjie Zhang, Bing Xue, Binh Q. Tran, 2019, IEEE Transactions on Evolutionary Computation.

New Fitness Functions in Genetic Programming for Classification with High-dimensional Unbalanced Data

Mengjie Zhang, Bing Xue, Lin Shang, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Domain Adaptive Neural Networks for Object Recognition pdf

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2014, PRICAI.

Using Learning Classifier Systems to Learn

Gang Chen, Mengjie Zhang, Colin I. J. Douch, 2015 .

GPMS: A Genetic Programming Based Approach to Multiple Alignment of Liquid Chromatography-Mass Spectrometry Data

Mengjie Zhang, Lifeng Peng, Soha Ahmed, 2014, EvoApplications.

Unsupervised Elimination of Redundant Features Using Genetic Programming

Mengjie Zhang, Kourosh Neshatian, Mengjie Zhang, 2009, Australasian Conference on Artificial Intelligence.

A binary ABC algorithm based on advanced similarity scheme for feature selection

Mengjie Zhang, Bing Xue, Dervis Karaboga, 2015, Appl. Soft Comput..

Learning complex, overlapping and niche imbalance Boolean problems using XCS-based classifier systems

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2013, Evol. Intell..

Adaptive artificial datasets through learning classifier systems for classification tasks

Mengjie Zhang, Will N. Browne, Syahaneim Marzukhi, 2013, GECCO.

The Optimized Selection of Base-Classifiers for Ensemble Classification using a Multi-Objective Genetic Algorithm

Mengjie Zhang, Brijesh Verma, Sam Fletcher, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Deep hybrid networks with good out-of-sample object recognition

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Evolving optimum populations with XCS classifier systems

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2012, Soft Computing.

Particle Swarm Optimisation with Sequence-Like Indirect Representation for Web Service Composition

Yi Mei, Mengjie Zhang, Hui Ma, 2016, EvoCOP.

A Genetic Programming Approach to Hyper-Heuristic Feature Selection

Mengjie Zhang, Kourosh Neshatian, Rachel Hunt, 2012, SEAL.

Genetic programming for edge detection: A global approach

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Genetic Programming for Automatic Global and Local Feature Extraction to Image Classification

Mengjie Zhang, Bing Xue, Ying Bi, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

Edge detection using constrained discrete particle swarm optimisation in noisy images

Mark Johnston, Mengjie Zhang, Mahdi Setayesh, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

A linear structured approach and a refined fitness function in genetic programming for multi-class object classification

Mengjie Zhang, Yuejin Ma, Christopher Fogelberg, 2007, Connect. Sci..

Evolving Deep Convolutional Neural Networks for Image Classification

Mengjie Zhang, Bing Xue, Gary G. Yen, 2017, IEEE Transactions on Evolutionary Computation.

Adapting modularity during learning in cooperative co-evolutionary recurrent neural networks

Mengjie Zhang, Rohitash Chandra, Marcus R. Frean, 2012, Soft Comput..

A sandpile model for reliable actor-critic reinforcement learning

Gang Chen, Mengjie Zhang, Shaoning Pang, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Parallel linear genetic programming for multi-class classification

Mengjie Zhang, Jing Liu, Carlton Downey, 2012, Genetic Programming and Evolvable Machines.

An automatic region detection and processing approach in genetic programming for binary image classification

Mengjie Zhang, Bing Xue, Ying Bi, 2017, 2017 International Conference on Image and Vision Computing New Zealand (IVCNZ).

Genetic Programming for Multiple Class Object Detection

Victor Ciesielski, Mengjie Zhang, Mengjie Zhang, 1999, Australian Joint Conference on Artificial Intelligence.

Feature selection based on PSO and decision-theoretic rough set model

Mengjie Zhang, Bing Xue, Aneta Stevanovic, 2013, 2013 IEEE Congress on Evolutionary Computation.

Differential evolution for filter feature selection based on information theory and feature ranking

Mengjie Zhang, Bing Xue, Emrah Hancer, 2018, Knowl. Based Syst..

Genetic Programming for New Zealand CPI Inflation Prediction

Mengjie Zhang, Peter Andreae, Huayang Xie, 2007, 2007 IEEE Congress on Evolutionary Computation.

Genetic programming for evolving figure-ground segmentors from multiple features

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2017, Appl. Soft Comput..

An Analysis and Evaluation of the Saving Capability and Feasibility of Backward-Chaining Evolutionary Algorithms

Mengjie Zhang, Huayang Xie, Mengjie Zhang, 2009, ACAL.

Overview of Object Detection and Image Analysis by Means of Genetic Programming Techniques

Mengjie Zhang, Krzysztof Krawiec, Daniel Howard, 2007, 2007 Frontiers in the Convergence of Bioscience and Information Technologies.

Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling

Yi Mei, Mengjie Zhang, Su Nguyen, 2017, SEAL.

Selection Schemes in Surrogate-Assisted Genetic Programming for Job Shop Scheduling

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2014, SEAL.

Genetic programming for order acceptance and scheduling

Mark Johnston, Mengjie Zhang, Su Nguyen, 2013, 2013 IEEE Congress on Evolutionary Computation.

Sparse representations in deep learning for noise-robust digit classification

Mengjie Zhang, W. Bastiaan Kleijn, Muhammad Ghifary, 2013, 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013).

Program Size and Pixel Statistics in Genetic Programming for Object Detection

Mengjie Zhang, Urvesh Bhowan, 2004, EvoWorkshops.

Using Particle Swarm Optimisation and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering

Mengjie Zhang, Bing Xue, Andrew Lensen, 2017, EvoApplications.

A spatial random-meaningful neighbourhood topology in pso for edge detection in noisy images

Mark Johnston, Mengjie Zhang, Mahdi Setayesh, 2012, GECCO '12.

A Graph-based QoS-Aware Method for Web Service Composition with Branching

Mengjie Zhang, Hui Ma, Alexandre Sawczuk da Silva, 2016, GECCO.

Blocky Net: A New NeuroEvolution Method

Mengjie Zhang, Bing Xue, Thomas Watts, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

New Representations in Genetic Programming for Feature Construction in k-Means Clustering

Mengjie Zhang, Bing Xue, Andrew Lensen, 2017, SEAL.

Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2012, Australasian Conference on Artificial Intelligence.

A Domain-Independent Window Approach to Multiclass Object Detection Using Genetic Programming

Victor Ciesielski, Mengjie Zhang, Peter Andreae, 2003, EURASIP J. Adv. Signal Process..

Genetic Programming for Object Detection: Improving Fitness Functions and Optimising Training Data

Mengjie Zhang, Malcolm Lett, 2006, IEEE Intell. Informatics Bull..

Feature Selection to Improve Generalization of Genetic Programming for High-Dimensional Symbolic Regression

Mengjie Zhang, Qi Chen, Bing Xue, 2017, IEEE Transactions on Evolutionary Computation.

Reusing Extracted Knowledge in Genetic Programming to Solve Complex Texture Image Classification Problems

Mengjie Zhang, Bing Xue, Muhammad Iqbal, 2016, PAKDD.

PAPR reduction of 2.0Gbit/s DFT-S OFDM modulated visible light communication system based on interleaved sub-banding technique

Meng Shi, Mengjie Zhang, Nan Chi, 2017, 2017 IEEE International Conference on Communications Workshops (ICC Workshops).

Genetic Programming for Feature Ranking in Classification Problems

Mengjie Zhang, Kourosh Neshatian, Peter Andreae, 2008, SEAL.

GP-based methods for domain adaptation: using brain decoding across subjects as a test-case

Mengjie Zhang, Roberto Santana, Luis Marti, 2019, Genetic Programming and Evolvable Machines.

An on-line Pittsburgh LCS for the Three-Cornered Coevolution Framework

Mengjie Zhang, Will N. Browne, Syahaneim Marzukhi, 2015, Evolutionary Intelligence.

Guest editorial: special issue on automated design and adaptation of heuristics for scheduling and combinatorial optimisation

Yi Mei, Mengjie Zhang, Su Nguyen, 2017, Genetic Programming and Evolvable Machines.

Scalability analysis of genetic programming classifiers

Mengjie Zhang, Kourosh Neshatian, Rachel Hunt, 2012, 2012 IEEE Congress on Evolutionary Computation.

GPGC: genetic programming for automatic clustering using a flexible non-hyper-spherical graph-based approach

Mengjie Zhang, Bing Xue, Andrew Lensen, 2017, GECCO.

Using Genetic Programming for Multiclass Classification by Simultaneously Solving Component Binary Classification Problems

Mengjie Zhang, William D. Smart, W. Smart, 2005, EuroGP.

Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2015, IEEE Transactions on Cybernetics.

An Experimental Study on Hyper-parameter Optimization for Stacked Auto-Encoders

Mengjie Zhang, Bing Xue, Gary G. Yen, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

Genetic Programming for detecting rhythmic stress in spoken English

Mengjie Zhang, Peter Andreae, Huayang Xie, 2008, Int. J. Knowl. Based Intell. Eng. Syst..

Neural Networks for Scientific Paper Classification

Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, 2006, First International Conference on Innovative Computing, Information and Control - Volume I (ICICIC'06).

Genetic programming hyper-heuristic for multi-vehicle uncertain capacitated arc routing problem

Yi Mei, Mengjie Zhang, Mengjie Zhang, 2018, GECCO.

A Survey on Evolutionary Computation Approaches to Feature Selection

Xin Yao, Mengjie Zhang, Bing Xue, 2016, IEEE Transactions on Evolutionary Computation.

A novel particle swarm optimisation approach to detecting continuous, thin and smooth edges in noisy images

Mark Johnston, Mengjie Zhang, Mahdi Setayesh, 2013, Inf. Sci..

Attraction based PSO with sphere search for dynamic constrained multi-objective optimization problems

Mengjie Zhang, Jingxuan Wei, Mengjie Zhang, 2011, GECCO.

A Hybrid Particle Swarm Optimisation with Differential Evolution Approach to Image Segmentation

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2011, EvoApplications.

Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection

Mengjie Zhang, Bing Xue, Peter Andreae, 2015, EvoApplications.

New fitness functions in binary particle swarm optimisation for feature selection

Mengjie Zhang, Bing Xue, Will N. Browne, 2012, 2012 IEEE Congress on Evolutionary Computation.

Domain-independent severely noisy image segmentation via adaptive wavelet shrinkage using particle swarm optimization and fuzzy C-means

Mengjie Zhang, Peter Andreae, Saeed Mirghasemi, 2019, Expert Syst. Appl..

Evaluation of particle swarm optimization based centroid classifier with different distance metrics

Mengjie Zhang, Ammar W. Mohemmed, A. W. Mohemmed, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Feature Selection and Classification of High Dimensional Mass Spectrometry Data: A Genetic Programming Approach

Mengjie Zhang, Lifeng Peng, Soha Ahmed, 2013, EvoBIO.

A New Representation in Genetic Programming for Evolving Dispatching Rules for Dynamic Flexible Job Shop Scheduling

Fangfang Zhang, Yi Mei, Mengjie Zhang, 2019, EvoCOP.

Binary PSO and Rough Set Theory for Feature Selection: a Multi-objective filter Based Approach

Mengjie Zhang, Bing Xue, Will N. Browne, 2014, Int. J. Comput. Intell. Appl..

TreeWrapper: Automatic Data Extraction Based on Tree Representation

Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, 2006, Australian Conference on Artificial Intelligence.

Generalisation and domain adaptation in GP with gradient descent for symbolic regression

Mengjie Zhang, Qi Chen, Bing Xue, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

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

Mengjie Zhang, Bing Xue, Handing Wang, 2020, IEEE Transactions on Evolutionary Computation.

Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation pdf

Mengjie Zhang, Wen Li, W. Bastiaan Kleijn, 2016, ECCV.

Genetic programming for job shop scheduling

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2018, Studies in Computational Intelligence.

Multiclass object classification for computer vision using Linear Genetic Programming

Mengjie Zhang, Carlton Downey, Carlton Downey, 2009, 2009 24th International Conference Image and Vision Computing New Zealand.

Transfer Learning in Genetic Programming Hyper-heuristic for Solving Uncertain Capacitated Arc Routing Problem

Yi Mei, Mengjie Zhang, Mazhar Ansari Ardeh, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Impact of imputation of missing values on genetic programming based multiple feature construction for classification

Mengjie Zhang, Peter Andreae, Cao Truong Tran, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Figure of Merit Based Fitness Functions in Genetic Programming for Edge Detection

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2012, SEAL.

A feature-based region growing-merging approach to color image segmentation

Mengjie Zhang, Saeed Mirghasemi, Ramesh Kumar Rayudu, 2013, 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013).

A new approach to multiple class pattern classification with random matrices

Mengjie Zhang, Dong Qian Wang, 2005, Adv. Decis. Sci..

Genetic Programming for Automatic Construction of Variant Features in Edge Detection

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2013, EvoApplications.

Transductive Transfer Learning in Genetic Programming for Document Classification

Mengjie Zhang, Bing Xue, Wenlong Fu, 2017, SEAL.

Hybrid Particle Swarm Optimisation Algorithms Based on Differential Evolution and Local Search

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2010, Australasian Conference on Artificial Intelligence.

Multiple imputation and genetic programming for classification with incomplete data

Mengjie Zhang, Bing Xue, Peter Andreae, 2017, GECCO.

A Supervised Figure-Ground Segmentation Method Using Genetic Programming

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2015, EvoApplications.

Low-Level Feature Extraction for Edge Detection Using Genetic Programming

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2014, IEEE Transactions on Cybernetics.

A two-stage genetic programming hyper-heuristic approach with feature selection for dynamic flexible job shop scheduling

Yi Mei, Mengjie Zhang, Fangfang Zhang, 2019, GECCO.

Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning

Mengjie Zhang, Bing Xue, Xiaoying Gao, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

PSO and Statistical Clustering for Feature Selection: A New Representation

Mengjie Zhang, Bing Xue, Bach Hoai Nguyen, 2014, SEAL.

Bagging and Feature Selection for Classification with Incomplete Data

Mengjie Zhang, Bing Xue, Peter Andreae, 2017, EvoApplications.

Soft edge maps from edge detectors evolved by genetic programming

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2012, 2012 IEEE Congress on Evolutionary Computation.

Neural Networks And Genetic Algorithms For Domain Independent Multiclass Object Detection

Victor Ciesielski, Mengjie Zhang, Mengjie Zhang, 2004, Int. J. Comput. Intell. Appl..

Proceedings in Adaptation, Learning and Optimization

Gang Chen, Yi Mei, Mengjie Zhang, 2016, IES.

An analysis of depth of crossover points in tree-based Genetic Programming

Mengjie Zhang, Peter Andreae, Huayang Xie, 2007, 2007 IEEE Congress on Evolutionary Computation.

Evolutionary Multitask Optimisation for Dynamic Job Shop Scheduling Using Niched Genetic Programming

Gang Chen, Yi Mei, Mengjie Zhang, 2018, Australasian Conference on Artificial Intelligence.

Dynamic Multi-objective Job Shop Scheduling: A Genetic Programming Approach

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2013, Automated Scheduling and Planning.

A dynamic feature map integration approach for predicting human fixation

Mengjie Zhang, Christopher Hollitt, Ibrahim M. H. Rahman, 2016, 2016 International Conference on Image and Vision Computing New Zealand (IVCNZ).

NEAT for large-scale reinforcement learning through evolutionary feature learning and policy gradient search

Gang Chen, Mengjie Zhang, Yiming Peng, 2018, GECCO.

A Dispatching rule based Genetic Algorithm for Order Acceptance and Scheduling

Mengjie Zhang, Kay Chen Tan, Su Nguyen, 2015, GECCO.

Genetic programming for solving common and domain-independent generic recursive problems

Mengjie Zhang, Bing Xue, Tessa Phillips, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Population-based ensemble classifier induction for domain adaptation

Mengjie Zhang, Bing Xue, Peter Andreae, 2019, GECCO.

A Two Phase Genetic Programming Approach to Object Detection

Mengjie Zhang, Peter Andreae, Urvesh Bhowan, 2004, KES.

Execution trace caching for Linear Genetic Programming

Mengjie Zhang, Carlton Downey, Carlton Downey, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Automatically Evolving CNN Architectures Based on Blocks pdf

Mengjie Zhang, Bing Xue, Yanan Sun, 2018, ArXiv.

Genetic Programming for Automatic Stress Detection in Spoken English

Mengjie Zhang, Peter Andreae, Huayang Xie, 2006, EvoWorkshops.

Evolutionary computation for automatic Web service composition: an indirect representation approach

Yi Mei, Mengjie Zhang, Hui Ma, 2018, J. Heuristics.

Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2012, SEAL.

Using Back Propagation Algorithm and Genetic Algorithm to Train and Refine Neural Networks for Object Detection

Victor Ciesielski, Mengjie Zhang, Mengjie Zhang, 1999, DEXA.

A memetic algorithm-based indirect approach to web service composition

Yi Mei, Mengjie Zhang, Hui Ma, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Effective Policy Gradient Search for Reinforcement Learning Through NEAT Based Feature Extraction

Gang Chen, Yi Mei, Mengjie Zhang, 2017, SEAL.

Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification

Bin Wang, Mengjie Zhang, Bing Xue, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

Genetic Programming Hyper-Heuristic with Cooperative Coevolution for Dynamic Flexible Job Shop Scheduling

Yi Mei, Mengjie Zhang, Daniel Yska, 2018, EuroGP.

Modelling Citation Networks for Improving Scientific Paper Classification Performance

Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, 2006, PRICAI.

Evolving Stochastic Dispatching Rules for Order Acceptance and Scheduling via Genetic Programming

Mark Johnston, Mengjie Zhang, Su Nguyen, 2013, Australasian Conference on Artificial Intelligence.

Local Search in Parallel Linear Genetic Programming for Multiclass Classification

Mark Johnston, Mengjie Zhang, Aaron Scoble, 2012, Australasian Conference on Artificial Intelligence.

An Automatic Feature Extraction Approach to Image Classification Using Genetic Programming

Mengjie Zhang, Bing Xue, Ying Bi, 2018, EvoApplications.

A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization

Mengjie Zhang, Brijesh Verma, Md Asafuddoula, 2018, IEEE Transactions on Evolutionary Computation.

Improving generalisation of genetic programming for high-dimensional symbolic regression with feature selection

Ben Niu, Mengjie Zhang, Qi Chen, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Genetic Programming with Greedy Search for Web Service Composition

Mengjie Zhang, Anqi Wang, Hui Ma, 2013, DEXA.

Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2012, EuroGP.

Hybrid particle swarm optimisation based on history information sharing

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2011, GECCO '11.

Investigating the Generality of Genetic Programming Based Hyper-heuristic Approach to Dynamic Job Shop Scheduling with Machine Breakdown

Gang Chen, Yi Mei, Mengjie Zhang, 2017, ACALCI.

Automated heuristic design using genetic programming hyper-heuristic for uncertain capacitated arc routing problem

Zili Zhang, Yi Mei, Mengjie Zhang, 2017, GECCO.

Binary particle swarm optimisation for feature selection: A filter based approach

Mengjie Zhang, Bing Xue, Lin Shang, 2012, 2012 IEEE Congress on Evolutionary Computation.

Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

Mengjie Zhang, Wayne Wobcke, W. Wobcke, 2008 .

Multiple reference points MOEA/D for feature selection

Mengjie Zhang, Hisao Ishibuchi, Bing Xue, 2017, GECCO.

Differential evolution (DE) for multi-objective feature selection in classification

Mengjie Zhang, Bing Xue, Wenlong Fu, 2014, GECCO.

A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2013, IEEE Transactions on Evolutionary Computation.

Comparing ensemble learning approaches in genetic programming for classification with unbalanced data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2013, GECCO.

Learning feature fusion strategies for various image types to detect salient objects

Mengjie Zhang, Will N. Browne, Christopher Hollitt, 2016, Pattern Recognit..

Comparison of two methods for computing action values in XCS with code-fragment actions

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2013, GECCO.

Genetic Programming

Mengjie Zhang, Bing Xue, Andrew Lensen, 2018, Lecture Notes in Computer Science.

Genetic programming for edge detection using blocks to extract features

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2012, GECCO '12.

Genetic programming for performance improvement and dimensionality reduction of classification problems

Mengjie Zhang, Kourosh Neshatian, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

A domain independent Genetic Programming approach to automatic feature extraction for image classification

Mengjie Zhang, Kourosh Neshatian, Daniel L. Atkins, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

On the issue of separability for problem decomposition in cooperative neuro-evolution

Mengjie Zhang, Rohitash Chandra, Marcus R. Frean, 2012, Neurocomputing.

Information Divergence Based Saliency Detection with a Global Center-Surround Mechanism

Mengjie Zhang, Christopher Hollitt, Ibrahim M. H. Rahman, 2014, 2014 22nd International Conference on Pattern Recognition.

ARNS: Adaptive RFID Network Scheduling for Device-Free Tracking

Mengjie Zhang, Weiwei Deng, Shijie Zhou, 2013, 2013 IEEE 9th International Conference on Mobile Ad-hoc and Sensor Networks.

A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites

Mengjie Zhang, Xiaoying Gao, 2004, Int. J. Artif. Intell. Tools.

Unsupervised learning for edge detection using Genetic Programming

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Genetic programming for improving image descriptors generated using the scale-invariant feature transform

Mengjie Zhang, Peter Andreae, Samuel Hindmarsh, 2012, IVCNZ '12.

Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection

Mengjie Zhang, Peter Andreae, Mark Pritchard, 2003, EvoWorkshops.

A Variable Local Search Based Memetic Algorithm for the Load Balancing Problem in Cloud Computing

Mengjie Zhang, Nasser R. Sabar, Andy Song, 2016, EvoApplications.

Evolving ensembles in multi-objective genetic programming for classification with unbalanced data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2011, GECCO '11.

Contribution based bloat control in Genetic Programming

Mengjie Zhang, Andy Song, Dunhai Chen, 2010, IEEE Congress on Evolutionary Computation.

A memetic framework for cooperative coevolution of recurrent neural networks

Mengjie Zhang, Rohitash Chandra, Marcus R. Frean, 2011, The 2011 International Joint Conference on Neural Networks.

Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification

Jiancheng Lv, Mengjie Zhang, Bing Xue, 2018, ArXiv.

Investigating Particle Swarm Optimisation Topologies for Edge Detection in Noisy Images

Mark Johnston, Mengjie Zhang, Mahdi Setayesh, 2011, Australasian Conference on Artificial Intelligence.

Genetic programming based feature construction for classification with incomplete data

Mengjie Zhang, Bing Xue, Peter Andreae, 2017, GECCO.

Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach

Mengjie Zhang, Bing Xue, Will N. Browne, 2013, IEEE Transactions on Cybernetics.

Eliminating Useless Object Detectors Evolved in Multiple-Objective Genetic Programming

Mark Johnston, Mengjie Zhang, Aaron Scoble, 2011, Australasian Conference on Artificial Intelligence.

Binary particle swarm optimisation and rough set theory for dimension reduction in classification

Mengjie Zhang, Bing Xue, Lin Shang, 2013, 2013 IEEE Congress on Evolutionary Computation.

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

Mengjie Zhang, Bing Xue, Gary G. Yen, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Surrogate-Assisted Genetic Programming for Dynamic Flexible Job Shop Scheduling

Fangfang Zhang, Yi Mei, Mengjie Zhang, 2018, Australasian Conference on Artificial Intelligence.

Special issue on simulated evolution and learning

Xiaodong Li, Mengjie Zhang, Michael Kirley, 2009, Evol. Intell..

Improving performance for classification with incomplete data using wrapper-based feature selection

Mengjie Zhang, Bing Xue, Peter Andreae, 2016, Evol. Intell..

Solving the forward kinematics of the 3RPR planar parallel manipulator using a hybrid meta-heuristic paradigm

Mengjie Zhang, Rohitash Chandra, Luc Rolland, 2009, 2009 IEEE International Symposium on Computational Intelligence in Robotics and Automation - (CIRA).

A Linear Regression Approach to Numerical Simplication in Tree-Based Genetic Programming

Mark Johnston, Mengjie Zhang, Thomas Liddle, 2011 .

A PSO-Based Reference Point Adaption Method for Genetic Programming Hyper-Heuristic in Many-Objective Job Shop Scheduling

Gang Chen, Atiya Masood, Yi Mei, 2017, ACALCI.

Hybrid evolutionary computation methods for quay crane scheduling problems

Mark Johnston, Mengjie Zhang, Kay Chen Tan, 2013, Comput. Oper. Res..

Developing New Fitness Functions in Genetic Programming for Classification With Unbalanced Data

Mark Johnston, Mengjie Zhang, Urvesh Bhowan, 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Evolving More Representative Programs with Genetic Programming

Mengjie Zhang, Daniel McGaughran, 2009, Int. J. Softw. Eng. Knowl. Eng..

Opinion Target Extraction for Short Comments

Mengjie Zhang, Xinyu Dai, Haipeng Wang, 2012, PRICAI.

Modelling citation networks for improving scientific paper classification performance

Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, 2006 .

Single Feature Ranking and Binary Particle Swarm Optimisation Based Feature Subset Ranking for Feature Selection

Mengjie Zhang, Bing Xue, Will N. Browne, 2012, ACSC.

A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling

Mark Johnston, Mengjie Zhang, Su Nguyen, 2015, GECCO.

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

Mengjie Zhang, Bing Xue, Will N. Browne, 2013, EvoApplications.

Localisation Fitness in GP for Object Detection

Mengjie Zhang, Malcolm Lett, Mengjie Zhang, 2006, EvoWorkshops.

Effects of program simplification on simple building blocks in Genetic Programming

Mengjie Zhang, Phillip Wong, Mengjie Zhang, 2007, 2007 IEEE Congress on Evolutionary Computation.

Genetic programming for edge detection via balancing individual training images

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2012, 2012 IEEE Congress on Evolutionary Computation.

Learning figure-ground image segmentors by genetic programming

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2017, GECCO.

Reusing Building Blocks of Extracted Knowledge to Solve Complex, Large-Scale Boolean Problems

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2014, IEEE Transactions on Evolutionary Computation.

What's inside the black-box?: a genetic programming method for interpreting complex machine learning models

Mengjie Zhang, Bing Xue, Benjamin P. Evans, 2019, GECCO.

A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory

Mengjie Zhang, Bing Xue, Lin Shang, 2012, Australasian Conference on Artificial Intelligence.

An XCS-based algorithm for multi-objective reinforcement learning

Gang Chen, Mengjie Zhang, Xiu Cheng, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Modularity adaptation in cooperative coevolution of feedforward neural networks

Mengjie Zhang, Rohitash Chandra, Marcus R. Frean, 2011, The 2011 International Joint Conference on Neural Networks.

Evolving machine-specific dispatching rules for a two-machine job shop using genetic programming

Mark Johnston, Mengjie Zhang, Rachel Hunt, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Figure-ground image segmentation using genetic programming and feature selection

Mengjie Zhang, Will N. Browne, Yuyu Liang, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features for High-Dimensional Classification

Mengjie Zhang, Bing Xue, Binh Tran, 2016, EvoApplications.

AI 2008: Advances in Artificial Intelligence, 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 1-5, 2008. Proceedings

Mengjie Zhang, Wayne Wobcke, W. Wobcke, 2008, Australasian Conference on Artificial Intelligence.

Genetic programming for QoS-aware web service composition and selection

Mengjie Zhang, Hui Ma, Alexandre Sawczuk da Silva, 2016, Soft Comput..

Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings

Zbigniew Michalewicz, Xiaodong Li, Victor Ciesielski, 2008, Asia-Pacific Conference on Simulated Evolution and Learning.

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

Mengjie Zhang, Bing Xue, Peter Andreae, 2018, Appl. Soft Comput..

Feature Construction and Dimension Reduction Using Genetic Programming

Mark Johnston, Mengjie Zhang, Kourosh Neshatian, 2007, Australian Conference on Artificial Intelligence.

A Particle Swarm Optimisation Based Multi-objective Filter Approach to Feature Selection for Classification

Mengjie Zhang, Bing Xue, Lin Shang, 2012, PRICAI.

Binary PSO for Web Service Location-Allocation

Mengjie Zhang, Hai Huang, Hui Ma, 2017, ACALCI.

A Genetic Programming approach to distributed QoS-aware web service composition

Mengjie Zhang, Yang Yu, Hui Ma, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Reusing learned functionality in XCS: code fragments with constructed functionality and constructed features

Mengjie Zhang, Will N. Browne, Isidro M. Alvarez, 2014, GECCO.

A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information

Mengjie Zhang, Bing Xue, Dervis Karaboga, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Particle swarm optimisation based AdaBoost for object detection

Mark Johnston, Mengjie Zhang, Ammar W. Mohemmed, 2011, Soft Comput..

Multiple Imputation for Missing Data Using Genetic Programming

Mengjie Zhang, Peter Andreae, Cao Truong Tran, 2015, GECCO.

Prediction of detectable peptides in MS data using genetic programming

Mengjie Zhang, Lifeng Peng, Soha Ahmed, 2014, GECCO.

Ventral Stream Plays an Important Role in Statistical Graph Comprehension: An fMRI Study

Jing Wang, Mengjie Zhang, Ning Zhong, 2014, Brain Informatics and Health.

A Variant Program Structure in Tree-Based Genetic Programming for Multiclass Object Classification

Mark Johnston, Mengjie Zhang, Mengjie Zhang, 2009 .

Transparent, Online Image Pattern Classification Using a Learning Classifier System

Mengjie Zhang, Will N. Browne, Ignas Kukenys, 2011, EvoApplications.

Particle Swarm Optimisation with genetic operators for feature selection

Mengjie Zhang, Bing Xue, Peter Andreae, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Particle swarm optimisation based AdaBoost for facial expression classification of still images

Mengjie Zhang, Will N. Browne, Will Browne, 2010, 2010 25th International Conference of Image and Vision Computing New Zealand.

Cooperative Particle Swarm Optimization for the Delay Constrained Least Cost Path Problem

Mengjie Zhang, Ammar W. Mohemmed, Nirod Chandra Sahoo, 2008, EvoCOP.

Two-cornered learning classifier systems for pattern generation and classification

Mengjie Zhang, Will N. Browne, Syahaneim Marzukhi, 2012, GECCO '12.

Edge and Corner Extraction Using Particle Swarm Optimisation

Mark Johnston, Mengjie Zhang, Mahdi Setayesh, 2010, Australasian Conference on Artificial Intelligence.

Parallel Linear Genetic Programming

Mengjie Zhang, Carlton Downey, Carlton Downey, 2011, EuroGP.

Multi-frequency transformation for edge detection

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2012, IVCNZ '12.

Detecting Stress in Spoken English using Decision Trees and Support Vector Machines

Mengjie Zhang, Peter Andreae, Huayang Xie, 2004, ACSW.

Genetic programming hyper-heuristic with knowledge transfer for uncertain capacitated arc routing problem

Yi Mei, Mengjie Zhang, Mazhar Ansari Ardeh, 2019, GECCO.

Particle Swarm Optimisation and Statistical Clustering for Feature Selection

Mengjie Zhang, Bing Xue, Ivy Liu, 2013, Australasian Conference on Artificial Intelligence.

Particle Swarm Optimization based Adaboost for face detection

Mark Johnston, Mengjie Zhang, Ammar W. Mohemmed, 2009, 2009 IEEE Congress on Evolutionary Computation.

Fragment-based genetic programming for fully automated multi-objective web service composition

Yi Mei, Mengjie Zhang, Hui Ma, 2017, GECCO.

An analysis of multi-sampled issue and no-replacement tournament selection

Mark Johnston, Mengjie Zhang, Peter Andreae, 2008, GECCO '08.

Mengjie Zhang, Bing Xue, Bach Hoai Nguyen, 2016, ACALCI.

Gaussian mixture models and information entropy for image segmentation using particle swarm optimisation

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2013, 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013).

A New Binary Particle Swarm Optimisation Algorithm for Feature Selection

Mengjie Zhang, Bing Xue, Su Nguyen, 2014, EvoApplications.

Empirical Analysis of GP Tree-Fragments

Mengjie Zhang, William D. Smart, Peter Andreae, 2007, EuroGP.

An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks

Mengjie Zhang, Rohitash Chandra, Marcus R. Frean, 2010, Australasian Conference on Artificial Intelligence.

Using Gaussian distribution to construct fitness functions in genetic programming for multiclass object classification

Mengjie Zhang, William D. Smart, W. Smart, 2006, Pattern Recognit. Lett..

A Hybrid Memetic Approach for Fully Automated Multi-Objective Web Service Composition

Yi Mei, Mengjie Zhang, Hui Ma, 2018, 2018 IEEE International Conference on Web Services (ICWS).

An Adaptive Clipping Approach for Proximal Policy Optimization pdf

Gang Chen, Mengjie Zhang, Yiming Peng, 2018, ArXiv.

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

Mengjie Zhang, Bing Xue, Andrew Lensen, 2019, Evolutionary Computation.

Improving genetic search in XCS-based classifier systems through understanding the evolvability of classifier rules

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2015, Soft Comput..

Investigation of simplification threshold and noise level of input data in numerical simplification of genetic programs

Mark Johnston, Mengjie Zhang, David Kinzett, 2010, IEEE Congress on Evolutionary Computation.

Mining Small Objects in Large Images Using Neural Networks

Mengjie Zhang, Mengjie Zhang, 2005, Foundations of Data Mining and knowledge Discovery.

Particle swarm optimisation for outlier detection

Mengjie Zhang, Will N. Browne, Ammar W. Mohemmed, 2010, GECCO '10.

Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data

Mark Johnston, Xin Yao, Mengjie Zhang, 2014, IEEE Transactions on Evolutionary Computation.

Triangular-distribution-based feature construction using Genetic Programming for edge detection

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2013, 2013 IEEE Congress on Evolutionary Computation.

Blind carrier phase estimation based on geometric projection for the multi-band VLC system

Mengjie Zhang, Nan Chi, Shangyu Liang, 2019 .

Genetic programming for edge detection: a Gaussian-based approach

Mark Johnston, Mengjie Zhang, Wenlong Fu, 2016, Soft Comput..

Empirical analysis of schemata in Genetic Programming using maximal schemata and MSG

Mengjie Zhang, William D. Smart, W. Smart, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

A Profile-Based Authorship Attribution Approach to Forensic Identification in Chinese Online Messages

Mengjie Zhang, Bing Xue, Jianbin Ma, 2016, PAISI.

Hyper-heuristics, grammatical evolution and the capacitated vehicle routing problem

Mark Johnston, Mengjie Zhang, Richard J. Marshall, 2014, GECCO.

XCSR with Computed Continuous Action

Mengjie Zhang, Will N. Browne, Muhammad Iqbal, 2012, Australasian Conference on Artificial Intelligence.

Foreword: special issue on evolutionary computer vision and pattern recognition

Mengjie Zhang, Stefano Cagnoni, Mengjie Zhang, 2016, Evol. Intell..

Simplex Model Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization

Mengjie Zhang, Jingxuan Wei, 2011, Australasian Conference on Artificial Intelligence.

Completely Automated CNN Architecture Design Based on Blocks

Mengjie Zhang, Bing Xue, Yanan Sun, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Improved PSO for Feature Selection on High-Dimensional Datasets

Mengjie Zhang, Bing Xue, Binh Tran, 2014, SEAL.

Centred Weight Initialisation to Improve the Network Training Speed and the Performance of Object Detection

Victor Ciesielski, Mengjie Zhang, 1999 .

A Pixel-Based Approach to Recognising Small Objects in Large Pictures Using Neural Networks

Mengjie Zhang, 1997 .

Continuously Evolving Programs in Genetic Programming Using Gradient Descent

Mengjie Zhang, William D. Smart, 2004 .

Population Statistics for Particle Swarm Optimization : Deception , Blindness and Disorientation in Noisy Problems

Mark Johnston, Mengjie Zhang, Juan Rada-Vilela, 2014 .

A Domain Independent Approach to 2D Object Detection Based on the Neural and Genetic Paradigms

Mengjie Zhang, Mengjie Zhang, 2000 .

Metabolism parameter analysis of diabetics based on the thermography

Mengjie Zhang, Zhigang Shang, Guotai Jiang, 2002, Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology.

Algebraic Simplification of Genetic Programs during Evolution

Mengjie Zhang, Phillip Wong, 2006 .