All Outputs (67)

Initial application of ant colony optimisation to statistical disclosure control
Presentation / Conference Contribution

In this paper Ant Colony Optimisation (ACO) is applied in the field of Statistical Disclosure Control (SDC) for the first time. It has been applied to a permutation problem found in Cell Suppression. ACO has successfully improved the suppression patt... Read More about Initial application of ant colony optimisation to statistical disclosure control.

Statistical disclosure controls for machine learning models
Presentation / Conference Contribution

Artificial Intelligence (AI) models are trained on large datasets. Where the training data is sensitive, the data holders need to consider risks posed by access to the training data and risks posed by the models that are released. The first problem c... Read More about Statistical disclosure controls for machine learning models.

Visualising state space representations of LSTM networks
Presentation / Conference Contribution

Long Short-Term Memory (LSTM) networks have proven to be one of the most effective models for making predictions on sequence-based tasks. These models work by capturing, remembering, and forgetting information relevant to their future predictions. Th... Read More about Visualising state space representations of LSTM networks.

A decision-making architecture for human-robot collaboration: Model transferability
Presentation / Conference Contribution

In this paper, we aim to demonstrate the potential for wider-ranging capabilities and ease of transferability of our recently developed decision-making architecture for human-robot collaboration. To this end, a somewhat related but different applicat... Read More about A decision-making architecture for human-robot collaboration: Model transferability.

Analyst-driven XAI for time series forecasting: Analytics for telecoms maintenance
Presentation / Conference Contribution

Time series forecasting facilitates real-time anomaly detection in telecom networks, predicting events that disrupt security and service. Current research efforts have been found to focus on new forecasting libraries, more rigorous data cleaning meth... Read More about Analyst-driven XAI for time series forecasting: Analytics for telecoms maintenance.

The influence of search components and problem characteristics in early life cycle class modelling
Presentation / Conference Contribution

© 2014 Elsevier Inc. All rights reserved. This paper examines the factors affecting the quality of solution found by meta-heuristic search when optimising object-oriented software class models. From the algorithmic perspective, we examine the effect... Read More about The influence of search components and problem characteristics in early life cycle class modelling.

What have gene libraries done for AIS?
Presentation / Conference Contribution

Pre-processing optimisation applied to the classical integer programming model for statistical disclosure control
Presentation / Conference Contribution

A pre-processing optimisation is proposed that can be applied to the integer and mixed integer linear programming models that are used to solve the cell suppression problem in statistical disclosure control. In this paper we report our initial findin... Read More about Pre-processing optimisation applied to the classical integer programming model for statistical disclosure control.

Proposing a pre-processing optimisation applied to the classical integer programming model for statistical disclosure control
Presentation / Conference Contribution

Aspect oriented software fault tolerance and analytically redundant design framework
Presentation / Conference Contribution

Diversity or redundancy based software fault tolerance does not come for free; rather it introduces additional complexity to the core functionality in the form of redundancy development, management and controlled execution. This results in tangling o... Read More about Aspect oriented software fault tolerance and analytically redundant design framework.

A novel feature selection based semi-supervised method for image classification
Presentation / Conference Contribution

Scaling up a hybrid genetic linear programming algorithm for statistical disclosure control
Presentation / Conference Contribution

Credit assignment in adaptive memetic algorithms
Presentation / Conference Contribution

Stop wasting time: On predicting the success or failure of learning for industrial applications
Presentation / Conference Contribution

The Baldwin effect hinders self-adaptation
Presentation / Conference Contribution

The “end-game” of evolutionary optimisation is often largely governed by the efficiency and effectiveness of searching regions of space known to contain high quality solutions. In a traditional EA this role is done via mutation, which creates a tensi... Read More about The Baldwin effect hinders self-adaptation.

Gene libraries: Coverage, efficiency and diversity
Presentation / Conference Contribution

Gene libraries are a biological mechanism for generating combinatorial diversity in the immune system. However, they also bias the antibody creation process, so that they can be viewed as a way of guiding lifetime learning mechanisms. In this paper w... Read More about Gene libraries: Coverage, efficiency and diversity.

Incorporation of adaptive mutation based on subjective evaluation in an interactive evolution strategy
Presentation / Conference Contribution

New methods for tunable, random landscapes
Presentation / Conference Contribution

Interactive evolutionary strategy based discovery of image segmentation parameters
Presentation / Conference Contribution

Evolving atomic aesthetics and dynamics
Presentation / Conference Contribution

© Springer International Publishing Switzerland 2016. The depiction of atoms and molecules in scientific literature owes as much to the creative imagination of scientists as it does to scientific theory and experimentation. danceroom Spectroscopy (dS... Read More about Evolving atomic aesthetics and dynamics.