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Thomas Knight

Researcher at University of Kent

Publications -  7
Citations -  308

Thomas Knight is an academic researcher from University of Kent. The author has contributed to research in topics: Artificial immune system & Cluster analysis. The author has an hindex of 6, co-authored 7 publications receiving 299 citations.

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Book ChapterDOI

An Overview of Artificial Immune Systems

TL;DR: This survey explores the salient features of the immune system that are inspiring computer scientists and engineers to build Artificial Immune Systems (AIS), and an extensive survey of applications is presented, ranging from network security to optimisation and machine learning.
Book ChapterDOI

Artificial Immune Systems: Using the Immune System as Inspiration for Data Mining

TL;DR: This chapter describes the physiology of the immune system and provides a general introduction to Artificial Immune Systems, and concludes with an evaluation of the current and future contributions of Artificial Immunes Systems in Data Mining.

A Multi-Layered Immune Inspired Approach to Data Mining

TL;DR: A multi-layered approach has been devised that incorporates interactions between free-antibodies, b-cells, and memory cells using clonal-selection processes as the core element of the algorithm.

Computer Science at Kent Assessing the performance of the resource limited artificial immune system AINE

Thomas Knight, +1 more
TL;DR: In this article, the authors present an assessment of the resource limited artificial immune system known as AINE, which is a continuation of previous work to develop an artificial immune systems for data analysis.

Assessing the performance of the resource limited artificial immune system AINE

Thomas Knight, +1 more
TL;DR: It can be concluded that AINE no longer shows the possibility of continual learning, but exhibits characteristics of optimisation, which are identified for future study.