Meme fitness and memepool sizes in coevolutionary memetic algorithms
(2010)
Presentation / Conference Contribution
All Outputs (126)
Analytically redundant controllers for fault tolerance: Implementation with separation of concerns (2010)
Presentation / Conference Contribution
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection (2010)
Journal Article
The nearest-neighbour (1NN) classifier has long been used in pattern recognition, exploratory data analysis, and data mining problems. A vital consideration in obtaining good results with this technique is the choice of distance function, and corresp... Read More about Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection.
User-centric image segmentation using an interactive parameter adaptation tool (2010)
Journal Article
Creating successful machine vision systems often begins a process of developing customised reliable image segmentation algorithms for the detection, and possibly categorisation of regions of interest within images. This can require significant invest... Read More about User-centric image segmentation using an interactive parameter adaptation tool.
Evolutionary algorithms (2010)
Book Chapter
What are evolutionary algorithms? (2010)
Book Chapter
Software fault tolerance: An aspect oriented approach (2010)
Book Chapter
Self-adaptive and coevolving MAs (2010)
Book Chapter
Human-machine interaction issues in quality control based on online image classification (2009)
Journal Article
This paper considers on a number of issues that arise when a trainable machine vision system learns directly from humans. We contrast this to the "normal" situation where machine learning (ML) techniques are applied to a "cleaned" data set which is c... Read More about Human-machine interaction issues in quality control based on online image classification.
Human-machine interaction issues in quality control based on on-line image classification (2009)
Journal Article
This paper considers on a number of issues that arise when a trainable machine vision system learns directly from humans. We contrast this to the ldquonormalrdquo situation where machine learning (ML) techniques are applied to a ldquocleanedrdquo dat... Read More about Human-machine interaction issues in quality control based on on-line image classification.
Aspect oriented software fault tolerance (2009)
Presentation / Conference Contribution
A genetic approach to statistical disclosure control (2009)
Journal Article
Learning through programming games: Teaching AI with pacman and netlogo (2009)
Presentation / Conference Contribution
On human-machine interaction during online image classifier training (2008)
Presentation / Conference Contribution
Interactive parameter adaptation tool for image segmentation (2008)
Presentation / Conference Contribution
An on-line interactive self-adaptive image classification framework (2008)
Presentation / Conference Contribution
In this paper we present a novel image classification framework, which is able to automatically re-configure and adapt its feature-driven classifiers and improve its performance based on user interaction during on-line processing mode. Special emphas... Read More about An on-line interactive self-adaptive image classification framework.
Re-usable online assessment materials for teaching artificial intelligence (2008)
Presentation / Conference Contribution
A novel feature selection based semi-supervised method for image classification (2008)
Presentation / Conference Contribution
Proposing a pre-processing optimisation applied to the classical integer programming model for statistical disclosure control (2008)
Presentation / Conference Contribution