All Outputs (136)

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.

Separation of fault tolerance and non-functional concerns: Aspect oriented patterns and evaluation (2010)
Journal Article

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

Re-usable online assessment materials for teaching artificial intelligence (2008)
Presentation / Conference Contribution

Memetic algorithms: The polynomial local search complexity theory perspective (2008)
Journal Article

In previous work (Krasnogor, http://www.cs.nott.ac.uk/~nxk/papers.html . In: Studies on the Theory and Design Space of Memetic Algorithms. Ph.D. thesis, University of the West of England, Bristol, UK, 2002; Krasnogor and Smith, IEEE Trans Evol Algori... Read More about Memetic algorithms: The polynomial local search complexity theory perspective.

Feature selection using intensified tabu search for supervised classification (2008)
Book Chapter

Self-adaptation in evolutionary algorithms for combinatorial optimisation (2008)
Book Chapter

Feature selection for heterogeneous ensembles of nearest neighbour classifiers using hybrid tabu search (2008)
Book Chapter