Academic qualification
PhD in
Computer Science - Evolutionary Computing
2008 – 2012 (expected)
The University of Melbourne ,Melbourne, Australia
MSc in Computer
Engineering - Artificial Intelligence major
2001 – 2004
Islamic Azad University -
Science and Research Campus Tehran, Iran
BSc in Computer Engineering -Software Engineering major
1996 – 2001
Beheshti University
Tehran, Iran
Diploma – Mathematics and Physics
1992 – 1996
Alborz College Tehran, Iran
Publication
Thesis:
MSc
Thesis: Design and developing a forecasting model for cash
investment using data mining technology by emphasizing on
Genetic Algorithm and Fuzzy logic, (in Farsi), Iran, 2004
BS Project:
Design and developing a Farsi character recognition system
by using Neural Network methods, (In Farsi), Iran, 2001
2012
“An enhanced XCS rule discovery module using feature ranking”,
Mani Abedini and Michael Kirley, International Journal of Machine Learning and Cybernetics , Vol 2012 , Springer Berlin/Heidelberg,
draft
version
Bibtex.
DOI
[The original publication is available at
www.springerlink.com]
2002
“Using
Cresceptron neural network for Farsi character recognition”,
Negasht- Mani Abedini, Eslame Nazemi, Journal of Computer Society of Iran , Vol 5 , (In
Farsi), Iran, Feb 2002
2012
"FS-XCS vs. GRD-XCS: An analysis using high-dimensional DNA microarray gene expression data sets", , Second Australian Workshop on Artificial Intelligence in Health (AIH 2012), draft_version
Guided Rule Discovery in
XCS for High-Dimensional Classification Problems", Mani Abedini, Michael Kirley and Raymond Chiong,
Proceedings of the Second Australian Workshop on Artificial Intelligence in Health (AIH 2012),
Sydney, Australia, December 4, 2012., draft
version
Bibtex.
DOI
[The original publication is available at
www.springerlink.com]
2011
"Guided Rule Discovery in
XCS for High-Dimensional Classification Problems", Mani Abedini and Michael Kirley,
Proceedings of the Australasian Conference on Artificial Intelligence,
Perth, Australia, December 5-8, 2011., draft
version
Bibtex.
DOI
[The original publication is available at
www.springerlink.com]
2010
"Gene
Expression Classification with a Novel Coevolutionary based
Learning Classifier System on Public Clouds", Christian
Vecchiola, Mani Abedini, Michael Kirley, Xingchen Chu, and
Rajkumar Buyya, Proceedings of the e-Science 2010 Workshop on
Parallel Optimisation and Parameter Fitting, Brisbane,
Australia, Dec. 7, 2010., draft
version, Bibtex, DOI The original publication is available
at www.ieeexplore.ieee.org]
"A
multiple population XCS: Evolving condition-action rules based
on feature space partitions", Mani Abedini and Michael Kirley,
IEEE World Congress on Computational Intelligence - CEC 2010:
471-478;draft
version.
Bibtex.
DOI
[The original publication is available at
www.ieeexplore.ieee.org]
2009
"CoXCS:
a coevolutionary learning classifier based on feature space
partitioning", Mani Abedini and Michael Kirley, Australasian
Conference on Artificial Intelligence 2009: 360-369;draft
version.
Bibtex.
DOI
[The original publication is available at
www.springerlink.com]
2004
“Using data
mining and Genetic Fuzzy systems technique in order to predict
cash flow in financial institutes and Banks”, Mani Abedini, Caro Lucas, Mohammad Ebrahim pourzarandi, 10’th annual
conference of Computer Society of Iran, (In Farsi), Iran, January 2004.
