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CURRENT MEMBERS

Below is a list of the masters members actively conducting research at CIRG. Click on each name for more detailed information on the researcher and his/her project.


A van Wyk

M.Sc Started in 2009
Hons-B.Sc Completed in 2008

S van Eeden

M.Sc Started in 2009

B Anguelov

M.Sc Started in 2009
Hons-B.Sc Completed in 2008

PG Ferreira

M.Sc Started in 2009

T Scheepers

M.Sc Started in 2008

M Riekert

M.Sc Started in 2008
Hons-B.Sc Completed in 2007

J Nicholls

M.Sc Started in 2008

T Naidoo

M.Sc Started in 2008

W Matthysen

M.Sc Started in 2008
Hons-B.Sc Completed in 2007

L Langenhoven

M.Sc Started in 2008
Hons-B.Sc Completed in 2006

M Da Silva

M.Sc Started in 2008

R Vlietstra

M.Sc Started in 2007

M van der Merwe

M.Sc Started in 2007

M Smit

M.Sc Started in 2007

A Rakitianskaia

M.Sc Started in 2007

J Duhain

M.Sc Started in 2007

A Louis

M.Sc Started in 2006

R Klazar

M.Sc Started in 2006

T Cloete

M.Sc Started in 2006

A Hauptfleisch

M.Sc Started in 2006

R Brink

M.Sc Started in 2006

S Allen

M.Sc Started in 2005
Hons-B.Sc Completed in 2004

G Pampara

M.Sc Started in 2005
Hons-B.Sc Completed in 2004

A Edwards

M.Sc Started in 2005

A Brenner

M.Sc Started in 2005

E Papacostantis

M.Sc Started in 2004
Hons-B.Sc Completed in 2003

D Barla-Szabo

M.Sc Started in 2003
Hons-B.Sc Completed in 2002

E Dean

M.Sc Started in 2002

W van Heerden

M.Sc Started in 2002

E Basson

M.Sc Started in 1999
Hons-B.Sc Completed in 1998

ALUMNI

Below is a list of previous masters members that conducted research at CIRG. Click on each name for more detailed information on the researcher and his/her project.


M Poggiolini

M.Sc Completed in 2009

F Zablocki

M.Sc Completed in 2008

J Pun

M.Sc Completed

C Naicker

PhD Started in 2007
M.Sc Completed in 2006
Hons-B.Sc Completed in 2002

H Grobler

M.Sc Completed in 2005
Hons-B.Sc Completed in 2004

L Messerschmidt

M.Sc Completed

M Neethling

M.Sc Completed in 2008

W Duminy

M.Sc Completed in 2007

J du Plessis

M.Sc Completed in 2005

E Peer

M.Sc Completed in 2005

G Nel

M.Sc Completed in 2005

N Franken

PhD Started in 2005
M.Sc Completed in 2004
Hons-B.Sc Completed in 2002

A Graaff

PhD Started in 2005
M.Sc Completed in 2003

R Brits

M.Sc Completed in 2003
Hons-B.Sc Completed in 2000

U Paquet

M.Sc Completed in 2003

G Potgieter

M.Sc Completed in 2003
Hons-B.Sc Completed in 2001

D van Wyk

M.IT Completed in 2003

A Ismail

PhD Started in 2005
M.Sc Completed in 2001

D Rodic

PhD Completed in 2005
M.Sc Completed in 1999

A Adejumo

M.Sc Completed in 1999

MEMBER PROFILE



 Name:

 Mario Poggiolini

Portrait photo

 E-mail:

 mario.poggiolini@accenture.com

 Group(s):

 Artificial Immune Systems

 

 Degree specific information: M.Sc

 Title:

 Generalization Characteristics of Artificial Immune Systems

 Abstract:

The terms generalization and overfitting are well researched within the neural network learning paradigm. As such neural network writers can employ a wide variety of tools to ensure that their networks maximize generalization whilst minimizing overfitting. These terms have never fully been explored within the traditional artificial immune system learning paradigm. This study intends to address this by providing a clear unambiguous definition of generalization and overfitting in terms of artificial immune systems and the shape space model introduced by Perelson. Using these definitions a metric is suggested to measure the performance of a population of detectors. Various detector generating algorithms and matching rules are scrutinized in terms of their generalization and overfitting abilities and number of new algorithms and improvements are suggested to overcome the constraints imposed by the old algorithms and matching rules.

 Supervisor / Co-Supervisor:

 AP Engelbrecht

 Thesis:

 Not available for download yet.




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