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List of works by Will N. Browne

A Comprehensive Comparison on Evolutionary Feature Selection Approaches to Classification

scientific article published in June 2015

A Game-Theoretic Approach to Model Interruptible Loads: Application to Micro-Grid Planning

scientific article published on 2 August 2020

A Hybridised Evolutionary Algorithm for Multi-Criterion Minimum Spanning Tree Problems

scientific article published in September 2008

A Memetic Algorithm for the Task Allocation Problem on Multi-robot Multi-point Dynamic Aggregation Missions

scientific article published in July 2020

A Supervised Figure-Ground Segmentation Method Using Genetic Programming

scientific article published in 2015

A Survey on Evolutionary Computation Approaches to Feature Selection

scientific article published in August 2016

A comprehensive strategy for mammogram image classification using learning classifier systems

scientific article published in July 2016

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

scientific article published in September 2012

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

Adapting learning classifier systems to symbolic regression

scientific article published in July 2016

Adaptive Coordination Ant Colony Optimization for Multipoint Dynamic Aggregation

scientific article published on 05 January 2021

Adaptive artificial datasets through learning classifier systems for classification tasks

scientific article published on 22 October 2013

Adaptive artificial datasets through learning classifier systems for classification tasks

scientific article published on 6 July 2013

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

scientific article published on 6 July 2013

Adding a Computationally-Tractable Probabilistic Dimension to Meta-Heuristic-Based Microgrid Sizing

scientific article published on 7 December 2021

An Adversarial Attacks Resistance-based Approach to Emotion Recognition from Images using Facial Landmarks

scientific article published in August 2020

An abstraction agorithm for genetics-based reinforcement learning

scientific article published on 25 June 2005

An industrial Learning Classifier System: the importance of pre-processing real data and choice of alphabet

article

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

scientific article published on 18 November 2015

Applying LCSs

scientific article published in 2017

Attention in Rule-Based Machine Learning: Exploiting Learning Classifier Systems' Generalization for Image Classification

scientific article published on 24 July 2023

Automated Coordination Strategy Design Using Genetic Programming for Dynamic Multipoint Dynamic Aggregation

scientific article published in December 2022

Automatically defined functions for learning classifier systems

scientific article published on 12 July 2011

BINARY PSO AND ROUGH SET THEORY FOR FEATURE SELECTION: A MULTI-OBJECTIVE FILTER BASED APPROACH

scientific article published in June 2014

Code Fragments

scientific article published on 20 July 2016

Cognitive robotics: new insights into robot and human intelligence by reverse engineering brain functions [From the Guest Editors]

scientific article published in September 2009

Combining object-based local and global feature statistics for salient object search

scientific article published in November 2013

Compaction for Code Fragment Based Learning Classifier Systems

scientific article published in 2016

Compaction for code fragment based learning classifier systems — Redux

scientific article published in July 2016

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

scientific article published on 6 July 2013

Confusion matrices for improving performance of feature pattern classifier systems

scientific article published on 12 July 2011

Constructing Complexity-efficient Features in XCS with Tree-based Rule Conditions

scientific article published on 28 June 2021

Consumer Robotic Products

scientific article published in March 2008

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

scientific article published in July 2018

Demand response-integrated investment and operational planning of renewable and sustainable energy systems considering forecast uncertainties: A systematic review

scientific article published in April 2022

Developing an evolvable pattern generator using learning classifier systems

scientific article published in December 2011

EMOTIONAL COGNITIVE STEPS TOWARDS CONSCIOUSNESS

scientific article published in December 2009

Editorial: Cognitive Multitasking - Towards Augmented Intelligence

scientific article published in 2021

Emotion Categorization from Faces of People with Sunglasses and Facemasks

scientific article published on 20 April 2021

Emotion Categorization from Video-Frame Images Using a Novel Sequential Voting Technique

scientific article published in 2020

Emotion inspired adaptive robotic path planning

scientific article published in May 2015

Engaging Robots: Innovative Outreach for Attracting Cybernetics Students

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

scientific article published in July 2010

Evolutionary Algorithms for the Multi Criterion Minimum Spanning Tree Problem

scientific article published in 2010

Evolutionary Feature Combination Based Seed Learning for Diffusion-Based Saliency

scientific article published in 2014

Evolutionary Machine Learning for Interpretable and eXplainable AI

scientific article published on 01 August 2024

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

scientific article published in June 2013

Evolving optimum populations with XCS classifier systems

scientific article published on 30 September 2012

Extending XCS with Cyclic Graphs for Scalability on Complex Boolean Problems

scientific article published on 25 September 2015

Extending evolutionary algorithms to discover tri-criterion and non-supported solutions for the minimum spanning tree problem

scientific article published on 8 July 2009

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

scientific article published on 6 July 2013

Extracting and using building blocks of knowledge in learning classifier systems

scientific article published on 7 July 2012

Factors that affect the design of a successful engineering programme: A case study

scientific article published in April 2014

Feature Construction Using Genetic Programming for Figure-Ground Image Segmentation

scientific article published on 9 November 2016

Feature Quality Based Dynamic Feature Selection for Improving Salient Object Detection.

scientific article published on 7 July 2016

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

scientific article published on 8 November 2017

Figure-ground image segmentation using genetic programming and feature selection

scientific article published in July 2016

Frames-of-Reference-Based Learning: Overcoming Perceptual Aliasing in Multistep Decision-Making Tasks

scientific article published in February 2022

Functional Cycle Components

scientific article published in 2017

Genetic algorithms based feature combination for salient object detection, for autonomously identified image domain types

scientific article published in July 2014

Genetic programming for evolving figure-ground segmentors from multiple features

scientific article published in February 2017

Hands-on Workshop on Learning Classifier Systems

scientific article published on 20 July 2016

Hierarchical Learning Classifier Systems for Polymorphism in Heterogeneous Niches

scientific article published in 2018

How XCS can prevent misdistinguishing rule accuracy

scientific article published on 13 July 2019

How should learning classifier systems cover a state-action space?

scientific article published in May 2015

Human-inspired Scaling in Learning Classifier Systems

scientific article published on 20 July 2016

Human-interpretable feature pattern classification system using learning classifier systems

scientific article

Identifying Simple Shapes to Classify the Big Picture

scientific article published in December 2019

Image Segmentation: A Survey of Methods Based on Evolutionary Computation

scientific article published in 2014

Image feature selection using genetic programming for figure-ground segmentation

scientific article published in June 2017

Improvement of code fragment fitness to guide feature construction in XCS

scientific article published on 13 July 2019

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

scientific article published on 11 July 2014

Integration of Learning Classifier Systems with simultaneous localisation and mapping for autonomous robotics

scientific article published in June 2012

Integration of code-fragment based learning classifier systems for multiple domain perception and learning

scientific article published in July 2016

Intepretable Local Explanations Through Genetic Programming

scientific article published on 01 August 2024

Introducing Rule-based Machine Learning

scientific article published on 11 July 2015

Introduction of a human based attention model for robotic navigation

scientific article published in November 2015

Introduction to Learning Classifier Systems

scientific article published in 2017

Investigating Scaling of an Abstracted LCS Utilising Ternary and S-Expression Alphabets

scientific article published in 2008

Investigating scaling of an abstracted LCS utilising ternary and s-expression alphabets

scientific article published on 7 July 2007

LCS Adaptability

scientific article published in 2017

LCS Concepts

scientific article published in 2017

LCSs in a Nutshell

scientific article published in 2017

Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images

scientific article published on 13 April 2021

Lateralized Learning to Solve Complex Boolean Problems

scientific article published in 2022

Lateralized learning for robustness against adversarial attacks in a visual classification system

scientific article published on 25 June 2020

Learned Action SLAM: Sharing SLAM through learned path planning information between heterogeneous robotic platforms

scientific article published in January 2017

Learning Optimality Theory for Accuracy-Based Learning Classifier Systems

scientific article published in February 2021

Learning classifier systems

scientific article published on 8 July 2020

Learning classifier systems

scientific article published on 6 July 2013

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

scientific article published on 8 October 2013

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

scientific article published in December 2016

Learning figure-ground image segmentors by genetic programming

scientific article published on 15 July 2017

Learning overlapping natured and niche imbalance boolean problems using XCS classifier systems

scientific article published in June 2013

Lévy-flight moth-flame optimisation algorithm-based micro-grid equipment sizing: An integrated investment and operational planning approach

scientific article published in March 2021

MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS FOR FILTER BASED FEATURE SELECTION IN CLASSIFICATION

scientific article published in August 2013

Memory-Based Cognitive Framework: A Low-Level Association Approach to Cognitive Architectures

scientific article published in 2011

Modelling utility-aggregator-customer interactions in interruptible load programmes using non-cooperative game theory

scientific article published in December 2021

Modern Applications of Evolutionary Rule-based Machine Learning

scientific article published on 24 July 2023

Multi-objective Genetic Programming for Figure-Ground Image Segmentation

scientific article published in 2016

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

scientific article published on 7 July 2012

New crossover operators in linear genetic programming for multiclass object classification

scientific article published on 7 July 2010

New fitness functions in binary particle swarm optimisation for feature selection

scientific article published in June 2012

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

scientific article published in 2013

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

scientific article published in June 2019

Optimizing visual attention models for predicting human fixations using Genetic Algorithms

scientific article published in June 2013

PSO for feature construction and binary classification

scientific article published on 6 July 2013

Particle Swarm Optimization for Feature Selection in Emotion Categorization

scientific article published on 28 June 2021

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

scientific article published in November 2010

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

scientific article published in May 2014

Particle swarm optimisation for outlier detection

scientific article published on 7 July 2010

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

scientific article published in December 2013

Perspectives on Robotic Embodiment from a Developmental Cognitive Architecture

scientific article published in September 2009

Prediction of success in engineering study

scientific article published in April 2012

Relatedness measures to aid the transfer of building blocks among multiple tasks

scientific article published on 25 June 2020

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

Reusing Learned Functionality to Address Complex Boolean Functions

scientific article published in 2014

Reusing learned functionality in XCS

scientific article published on 12 July 2014

SILVEREYE – The Implementation of Particle Swarm Optimization Algorithm in a Design Optimization Tool

scientific article published in 2017

Salient object detection using learning classifiersystems that compute action mappings

scientific article published on 12 July 2014

Salient object detection via spectral matting

scientific article published in March 2016

Sampling Methods in Genetic Programming for Classification with Unbalanced Data

scientific article published in 2010

Strategic design optimisation of multi-energy-storage-technology micro-grids considering a two-stage game-theoretic market for demand response aggregation

scientific article published in April 2021

Strategies to improve engineering retention

scientific article published in April 2012

The effect of primitive sets on the expression of evolved images

scientific article published in June 2013

Theoretical XCS parameter settings of learning accurate classifiers

scientific article published in July 2017

Theoretical adaptation of multiple rule-generation in XCS

scientific article published on 2 July 2018

Three-cornered coevolution learning classifier systems for classification tasks

scientific article published on 12 July 2014

Trading off salience and uncertainty in sampling a visual scene

scientific article published in November 2013

Transparent, Online Image Pattern Classification Using a Learning Classifier System

scientific article published in 2011

Two-cornered learning classifier systems for pattern generation and classification

scientific article published on 7 July 2012

Using unrestricted loops in genetic programming for image classification

scientific article published in July 2010

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

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

scientific article published on 27 December 2016

XCS with Combined Reward Method (XCSCR) for Policy Search in Multistep Problems

scientific article published in June 2019

XCS-based versus UCS-based feature pattern classification system

scientific article published on 7 July 2012

XCSR with Computed Continuous Action

scientific article published in 2012

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