Special session
Hybrid Systems: the Future of Artificial Intelligence?
Professor Adrian Hopgood, Pro Vice-Chancellor and Dean of Sheffield
Business School, Sheffield Hallam University.
Abstract
A wide range of techniques has emerged from the field of artificial
intelligence including rules, frames, model-based reasoning, case-based
reasoning, Bayesian updating, fuzzy logic, multiagent systems, swarm
intelligence, genetic algorithms, and neural networks. They are all
ingenious, practical, and useful in narrow contexts. It will be argued in
this presentation that a truly intelligent system needs to draw on a
variety of these approaches within a hybrid system. Five distinct ways to
enhance one technique with another will be identified. Several practical
examples of hybrids will be presented, ranging from medical diagnosis to
the control of specialised manufacturing processes. This presentation will
start at an introductory level and is intended to be accessible by all
delegates.
Biography
Professor Adrian Hopgood joined Sheffield Hallam University in 2011,
having previously worked for De Montfort University, Nottingham Trent
University, and the Open University. He also has industrial experience
with Telstra Research Laboratories in Melbourne, Australia and Systems
Designers PLC (now part of Hewlett-Packard). Professor Hopgood has
supervised 17 PhD projects to completion and published over 100 papers.
His text book "Intelligent Systems for Engineers & Scientists" is ranked
as a bestseller and the third edition was published in 2012. He is a
visiting professor at the Open University, Fellow of the British Computer
Society, Chartered Engineer, and a panellist for the Engineering and
Physical Sciences Research Council (EPSRC). He holds a doctorate from the
University of Oxford and a bachelor's degree from the University of
Bristol.
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AI-2014
Thirty-fourth SGAI International Conference on Artificial Intelligence.
CAMBRIDGE, ENGLAND 9-11 DECEMBER 2014
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paper submission and info for authors |
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