@article{Iqbal2013Evolving,
author={Iqbal, Muhammad and Browne, Will N. and Zhang, Mengjie},
title={Evolving optimum populations with XCS classifier systems - XCS with code fragmented action},
journal={Soft Computing},
volume={17},
number={3},
pages={503--518},
year={2013},
url={http://dx.doi.org/10.1007/s00500-012-0922-5}
}
@article{iqbal2013reusing,
title={Reusing Building Blocks of Extracted Knowledge to Solve Complex, Large-Scale Boolean Problems},
author={Iqbal, Muhammad and Browne, Will and Zhang, Mengjie},
journal={IEEE Transactions on Evolutionary Computation},
pdf={http://www.genetic-programming.org/hc2013/Iqbal-Paper.pdf},
year={2013}
}
@article{Iqbal2013Evolving,
author={Iqbal, Muhammad and Browne, Will N. and Zhang, Mengjie},
title={Evolving optimum populations with XCS classifier systems - XCS with code fragmented action},
journal={Soft Computing},
volume={17},
number={3},
pages={503--518},
year={2013},
url={http://dx.doi.org/10.1007/s00500-012-0922-5}
}
@inproceedings{Iqbal2012XCSRwit,
author={Iqbal, Muhammad and Browne, Will N. and Zhang, Mengjie},
title={XCSR with Computed Continuous Action},
pages={350--361},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-35101-3_30},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{kukenys2011transparent,
title={Transparent, online image pattern classification using a learning classifier system},
author={Kukenys, Ignas and Browne, Will N and Zhang, Mengjie},
year={2011},
booktitle = {Applications of Evolutionary Computation: Proceedings of the 2011 international conference on Applications of evolutionary computation},
pages = {183--193},
location = {Torino, Italy},
address = {Berlin, Heidelberg},
url = {http://link.springer.com/chapter/10.1007/978-3-642-20525-5_19},
publisher={Springer},
volume={6624}
}
@inproceedings{iqbal2013learning,
title={Learning overlapping natured and niche imbalance boolean problems using XCS classifier systems},
author={Iqbal, Muhammad and Browne, Will N and Zhang, Mengjie},
booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on},
pages={1818--1825},
location={Cancun, Mexico},
url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6557781},
year={2013},
organization={IEEE}
}
@inproceedings{Iqbal2013CTM,
author = {Iqbal, Muhammad and Browne, Will N and Zhang, Mengjie},
title = {Comparison of two methods for computing action values in XCS with code-fragment actions},
booktitle = {Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion},
series = {GECCO '13 Companion},
year = {2013},
isbn = {978-1-4503-1964-5},
location = {Amsterdam, The Netherlands},
pages = {1235--1242},
numpages = {8},
url = {http://doi.acm.org/10.1145/2464576.2482702},
acmid = {2482702},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {boolean problems, code-fragments, learning classifier systems, pattern recognition, xcs, xcscfa},
}
@inproceedings{Marzukhi2013Adaptive,
author={Marzukhi, Syahaneim and Browne, Will N. and Zhang, Mengjie},
title={Adaptive artificial datasets through learning classifier systems for classification tasks},
pages={1243--1250},
year={2013},
url={http://doi.acm.org/10.1145/2464576.2466805},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)}
}
@inproceedings{iqbal2013extending,
title={Extending learning classifier system with cyclic graphs for scalability on complex, large-scale boolean problems},
author={Iqbal, Muhammad and Browne, Will N and Zhang, Mengjie},
booktitle={Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference},
pages={1045--1052},
year={2013},
url={http://dl.acm.org/citation.cfm?id=2463500},
organization={ACM},
location={Amsterdam, The Netherlands}
}
@inproceedings{Marzukhi2013Adaptive,
author={Marzukhi, Syahaneim and Browne, Will N. and Zhang, Mengjie},
title={Adaptive artificial datasets to discover the effects of domain features for classification tasks},
pages={157--158},
year={2013},
url={http://doi.acm.org/10.1145/2464576.2464654},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
location={Amsterdam, The Netherlands}
}
@inproceedings{Ebadi2012XCS-base,
author={Ebadi, Toktam and Zhang, Mengjie and Browne, Will N.},
title={XCS-based versus UCS-based feature pattern classification system},
pages={839--846},
year={2012},
url={http://doi.acm.org/10.1145/2330163.2330280},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
location={Philadelphia, USA}
}
@inproceedings{Marzukhi2012Two-corn,
author={Marzukhi, Syahaneim and Browne, Will N. and Zhang, Mengjie},
title={Two-cornered learning classifier systems for pattern generation and classification},
pages={895--902},
year={2012},
url={http://doi.acm.org/10.1145/2330163.2330287},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
location={Philadelphia, USA}
}
@inproceedings{Iqbal2012Extracti,
author={Iqbal, Muhammad and Browne, Will N. and Zhang, Mengjie},
title={Extracting and using building blocks of knowledge in learning classifier systems},
pages={863--870},
year={2012},
url={http://doi.acm.org/10.1145/2330163.2330283},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
location={Philadelphia, USA}
}
@inproceedings{Marzukhi2011Developi,
author={Marzukhi, Syahaneim and Browne, Will N. and Zhang, Mengjie},
title={Developing an evolvable pattern generator using learning classifier systems},
pages={163--168},
year={2011},
url={http://dx.doi.org/10.1109/ICARA.2011.6144875},
booktitle={Proceedings of the 5th International Conference on Automation, Robots and Applications},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Kukenys2011Confusio,
author={Kukenys, Ignas and Browne, Will N. and Zhang, Mengjie},
title={Confusion matrices for improving performance of feature pattern classifier systems},
pages={181--182},
year={2011},
url={http://doi.acm.org/10.1145/2001858.2001959},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press}
}
@inproceedings{Iqbal2011Automati,
author={Iqbal, Muhammad and Zhang, Mengjie and Browne, Will N.},
title={Automatically defined functions for learning classifier systems},
pages={375--382},
year={2011},
url={http://doi.acm.org/10.1145/2001858.2002022},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press}
}