@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} }