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ORCIDBibTeX records: Kamran Shafi
@article{DBLP:journals/ipm/MehmoodESM20,
author = {Khawar Mehmood and
Daryl Essam and
Kamran Shafi and
Muhammad Kamran Malik},
title = {An unsupervised lexical normalization for Roman Hindi and Urdu sentiment
analysis},
journal = {Inf. Process. Manag.},
volume = {57},
number = {6},
pages = {102368},
year = {2020},
url = {https://doi.org/10.1016/j.ipm.2020.102368},
doi = {10.1016/J.IPM.2020.102368},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/MehmoodESM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/talip/MehmoodESM20,
author = {Khawar Mehmood and
Daryl Essam and
Kamran Shafi and
Muhammad Kamran Malik},
title = {Sentiment Analysis for a Resource Poor Language - Roman Urdu},
journal = {{ACM} Trans. Asian Low Resour. Lang. Inf. Process.},
volume = {19},
number = {1},
pages = {10:1--10:15},
year = {2020},
url = {https://doi.org/10.1145/3329709},
doi = {10.1145/3329709},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/talip/MehmoodESM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MehmoodESM19,
author = {Khawar Mehmood and
Daryl Essam and
Kamran Shafi and
Muhammad Kamran Malik},
title = {Discriminative Feature Spamming Technique for Roman Urdu Sentiment
Analysis},
journal = {{IEEE} Access},
volume = {7},
pages = {47991--48002},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2908420},
doi = {10.1109/ACCESS.2019.2908420},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MehmoodESM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/DebieS19,
author = {Essam Soliman Debie and
Kamran Shafi},
title = {Implications of the curse of dimensionality for supervised learning
classifier systems: theoretical and empirical analyses},
journal = {Pattern Anal. Appl.},
volume = {22},
number = {2},
pages = {519--536},
year = {2019},
url = {https://doi.org/10.1007/s10044-017-0649-0},
doi = {10.1007/S10044-017-0649-0},
timestamp = {Thu, 16 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/DebieS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/systems/AbdelbariS19,
author = {Hassan Abdelbari and
Kamran Shafi},
title = {A System Dynamics Modeling Support System Based on Computational Intelligence},
journal = {Syst.},
volume = {7},
number = {4},
pages = {47},
year = {2019},
url = {https://doi.org/10.3390/systems7040047},
doi = {10.3390/SYSTEMS7040047},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/systems/AbdelbariS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaiscr/AbdelbariS18,
author = {Hassan Abdelbari and
Kamran Shafi},
title = {Learning Structures of Conceptual Models from Observed Dynamics Using
Evolutionary Echo State Networks},
journal = {J. Artif. Intell. Soft Comput. Res.},
volume = {8},
number = {2},
pages = {133--154},
year = {2018},
url = {https://doi.org/10.1515/jaiscr-2018-0010},
doi = {10.1515/JAISCR-2018-0010},
timestamp = {Wed, 20 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaiscr/AbdelbariS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asar/AliPS18,
author = {Asghar Ali and
Mark Pickering and
Kamran Shafi},
title = {Urdu Natural Scene Character Recognition using Convolutional Neural
Networks},
booktitle = {{IEEE} 2nd International Workshop on Arabic and Derived Script Analysis
and Recognition, {ASAR} 2018, London, UK, March 12-14, 2018},
pages = {29--34},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ASAR.2018.8480202},
doi = {10.1109/ASAR.2018.8480202},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/asar/AliPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccms/AbdelbariS18,
author = {Hassan Abdelbari and
Kamran Shafi},
title = {Sensitivity Analysis of a Causality-Informed Genetic Programming Ensemble
for Inferring Dynamical Systems},
booktitle = {Proceedings of the 10th International Conference on Computer Modeling
and Simulation, {ICCMS} 2018, Sydney, Australia, January 08-10, 2018},
pages = {57--61},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3177457.3177472},
doi = {10.1145/3177457.3177472},
timestamp = {Wed, 23 Aug 2023 14:48:13 +0200},
biburl = {https://dblp.org/rec/conf/iccms/AbdelbariS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/0009HRSA18,
author = {Min Wang and
Aya Hussein and
Raul Fernandez Rojas and
Kamran Shafi and
Hussein A. Abbass},
title = {EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2018,
Bangalore, India, November 18-21, 2018},
pages = {350--357},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SSCI.2018.8628649},
doi = {10.1109/SSCI.2018.8628649},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/0009HRSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ShafiESR17,
author = {Kamran Shafi and
Saber M. Elsayed and
Ruhul A. Sarker and
Michael J. Ryan},
title = {Scenario-based multi-period program optimization for capability-based
planning using evolutionary algorithms},
journal = {Appl. Soft Comput.},
volume = {56},
pages = {717--729},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2016.07.009},
doi = {10.1016/J.ASOC.2016.07.009},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ShafiESR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/DebieSML17,
author = {Essam Soliman Debie and
Kamran Shafi and
Kathryn E. Merrick and
Chris Lokan},
title = {On Taxonomy and Evaluation of Feature Selection-Based Learning Classifier
System Ensemble Approaches for Data Mining Problems},
journal = {Comput. Intell.},
volume = {33},
number = {3},
pages = {554--578},
year = {2017},
url = {https://doi.org/10.1111/coin.12099},
doi = {10.1111/COIN.12099},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/DebieSML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/ShafiA17,
author = {Kamran Shafi and
Hussein A. Abbass},
title = {A Survey of Learning Classifier Systems in Games [Review Article]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {1},
pages = {42--55},
year = {2017},
url = {https://doi.org/10.1109/MCI.2016.2627670},
doi = {10.1109/MCI.2016.2627670},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/ShafiA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/ZhangSA17,
author = {Bin Zhang and
Kamran Shafi and
Hussein A. Abbass},
title = {On Benchmark Problems and Metrics for Decision Space Performance Analysis
in Multi-Objective Optimization},
journal = {Int. J. Comput. Intell. Appl.},
volume = {16},
number = {1},
pages = {1750006:1--1750006:18},
year = {2017},
url = {https://doi.org/10.1142/S1469026817500067},
doi = {10.1142/S1469026817500067},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/ZhangSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/WangSNLA17,
author = {Shir Li Wang and
Kamran Shafi and
Theam Foo Ng and
Chris Lokan and
Hussein A. Abbass},
title = {Contrasting Human and Computational Intelligence Based Autonomous
Behaviors in a Blue-Red Simulation Environment},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {1},
number = {1},
pages = {27--40},
year = {2017},
url = {https://doi.org/10.1109/TETCI.2016.2641929},
doi = {10.1109/TETCI.2016.2641929},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/WangSNLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaci/Shafi17,
author = {Kamran Shafi},
title = {A machine competence based analytical model to study trust calibration
in supervised autonomous systems},
booktitle = {Ninth International Conference on Advanced Computational Intelligence,
{ICACI} 2017, Doha, Qatar, February 4-6, 2017},
pages = {245--252},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICACI.2017.7974516},
doi = {10.1109/ICACI.2017.7974516},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/icaci/Shafi17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccms/AbdelbariS17,
author = {Hassan Abdelbari and
Kamran Shafi},
title = {A Genetic Programming Ensemble Method for Learning Dynamical System
Models},
booktitle = {Proceedings of the 8th International Conference on Computer Modeling
and Simulation, {ICCMS} 2017. Canberra, Australia, January 20 - 23,
2017},
pages = {47--51},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3036331.3036336},
doi = {10.1145/3036331.3036336},
timestamp = {Sun, 23 Dec 2018 17:27:58 +0100},
biburl = {https://dblp.org/rec/conf/iccms/AbdelbariS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fi/MerrickHSH16,
author = {Kathryn E. Merrick and
Medria K. D. Hardhienata and
Kamran Shafi and
Jiankun Hu},
title = {A Survey of Game Theoretic Approaches to Modelling Decision-Making
in Information Warfare Scenarios},
journal = {Future Internet},
volume = {8},
number = {3},
pages = {34},
year = {2016},
url = {https://doi.org/10.3390/fi8030034},
doi = {10.3390/FI8030034},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fi/MerrickHSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acal/GhoneimS16,
author = {Ayman Ghoneim and
Kamran Shafi},
editor = {Tapabrata Ray and
Ruhul A. Sarker and
Xiaodong Li},
title = {The Effect of Risk Perceived Payoffs in Iterated Interdependent Security
Games},
booktitle = {Artificial Life and Computational Intelligence - Second Australasian
Conference, {ACALCI} 2016, Canberra, ACT, Australia, February 2-5,
2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9592},
pages = {348--359},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-28270-1\_29},
doi = {10.1007/978-3-319-28270-1\_29},
timestamp = {Mon, 16 Sep 2019 15:23:23 +0200},
biburl = {https://dblp.org/rec/conf/acal/GhoneimS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/0019SA16,
author = {Bin Zhang and
Kamran Shafi and
Hussein A. Abbass},
title = {Hybrid knowledge-based evolutionary many-objective optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {1007--1014},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7743899},
doi = {10.1109/CEC.2016.7743899},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/0019SA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/KuberNS16,
author = {Karthik Kuber and
Masaya Nakata and
Kamran Shafi},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {International Workshop on Evolutionary Rule-Based Machine Learning
Workshop {(IWERML)} Welcome {\&} Organization},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver,
CO, USA, July 20-24, 2016, Companion Material Proceedings},
pages = {1409--1410},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908961.2931739},
doi = {10.1145/2908961.2931739},
timestamp = {Tue, 06 Nov 2018 11:06:40 +0100},
biburl = {https://dblp.org/rec/conf/gecco/KuberNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AbdelbariS16,
author = {Hassan Abdelbari and
Kamran Shafi},
title = {Optimising a constrained echo state network using evolutionary algorithms
for learning mental models of complex dynamical systems},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {4735--4742},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727822},
doi = {10.1109/IJCNN.2016.7727822},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AbdelbariS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/MerrickHSH16,
author = {Kathryn E. Merrick and
Medria K. D. Hardhienata and
Kamran Shafi and
Jiankun Hu},
title = {Using game theory with intrinsic motivation to examine anti-hacking
policies for autonomous systems},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850035},
doi = {10.1109/SSCI.2016.7850035},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/MerrickHSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoutQSNA16,
author = {Julien Gout and
Markus Quade and
Kamran Shafi and
Robert K. Niven and
Markus Abel},
title = {Learning Optimal Control of Synchronization in Networks of Coupled
Oscillators using Genetic Programming-based Symbolic Regression},
journal = {CoRR},
volume = {abs/1612.05276},
year = {2016},
url = {http://arxiv.org/abs/1612.05276},
eprinttype = {arXiv},
eprint = {1612.05276},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoutQSNA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/Kovacs0SU15,
author = {Tim Kovacs and
Muhammad Iqbal and
Kamran Shafi and
Ryan J. Urbanowicz},
title = {Special issue on the 20th anniversary of {XCS}},
journal = {Evol. Intell.},
volume = {8},
number = {2-3},
pages = {51--53},
year = {2015},
url = {https://doi.org/10.1007/s12065-015-0131-0},
doi = {10.1007/S12065-015-0131-0},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/Kovacs0SU15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/DebieSML14,
author = {Essam Soliman Debie and
Kamran Shafi and
Kathryn E. Merrick and
Chris Lokan},
title = {An online evolutionary rule learning algorithm with incremental attribute
discretization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {1116--1123},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900623},
doi = {10.1109/CEC.2014.6900623},
timestamp = {Thu, 16 Dec 2021 14:03:16 +0100},
biburl = {https://dblp.org/rec/conf/cec/DebieSML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/0019SA14,
author = {Bin Zhang and
Kamran Shafi and
Hussein A. Abbass},
title = {Online knowledge-based evolutionary multi-objective optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {2222--2229},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900610},
doi = {10.1109/CEC.2014.6900610},
timestamp = {Thu, 01 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/0019SA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/ShafiA14,
author = {Kamran Shafi and
Hussein A. Abbass},
editor = {Grant Dick and
Will N. Browne and
Peter A. Whigham and
Mengjie Zhang and
Lam Thu Bui and
Hisao Ishibuchi and
Yaochu Jin and
Xiaodong Li and
Yuhui Shi and
Pramod Singh and
Kay Chen Tan and
Ke Tang},
title = {Analysis of Online Signature Based Learning Classifier Systems for
Noisy Environments: {A} Feedback Control Theoretic Approach},
booktitle = {Simulated Evolution and Learning - 10th International Conference,
{SEAL} 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8886},
pages = {395--406},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13563-2\_34},
doi = {10.1007/978-3-319-13563-2\_34},
timestamp = {Fri, 17 Nov 2023 08:06:20 +0100},
biburl = {https://dblp.org/rec/conf/seal/ShafiA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/WangSLA13,
author = {Shir Li Wang and
Kamran Shafi and
Chris Lokan and
Hussein A. Abbass},
title = {An agent-based model to simulate and analyse behaviour under noisy
and deceptive information},
journal = {Adapt. Behav.},
volume = {21},
number = {2},
pages = {96--117},
year = {2013},
url = {https://doi.org/10.1177/1059712312472212},
doi = {10.1177/1059712312472212},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adb/WangSLA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/ShafiUI13,
author = {Kamran Shafi and
Ryan J. Urbanowicz and
Muhammad Iqbal},
title = {Special issue on advances in Learning Classifier Systems},
journal = {Evol. Intell.},
volume = {6},
number = {2},
pages = {55--56},
year = {2013},
url = {https://doi.org/10.1007/s12065-013-0097-8},
doi = {10.1007/S12065-013-0097-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/ShafiUI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/DebieSLM13,
author = {Essam Soliman Debie and
Kamran Shafi and
Chris Lokan and
Kathryn E. Merrick},
title = {Performance analysis of rough set ensemble of learning classifier
systems with differential evolution based rule discovery},
journal = {Evol. Intell.},
volume = {6},
number = {2},
pages = {109--126},
year = {2013},
url = {https://doi.org/10.1007/s12065-013-0093-z},
doi = {10.1007/S12065-013-0093-Z},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/DebieSLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/ShafiA13,
author = {Kamran Shafi and
Hussein A. Abbass},
title = {Evaluation of an adaptive genetic-based signature extraction system
for network intrusion detection},
journal = {Pattern Anal. Appl.},
volume = {16},
number = {4},
pages = {549--566},
year = {2013},
url = {https://doi.org/10.1007/s10044-011-0255-5},
doi = {10.1007/S10044-011-0255-5},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/ShafiA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciel/DebieSLM13,
author = {Essam Soliman Debie and
Kamran Shafi and
Chris Lokan and
Kathryn E. Merrick},
title = {Reduct based ensemble of learning classifier system for real-valued
classification problems},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Ensemble Learning, {CIEL} 2013, {IEEE} Symposium Series on Computational
Intelligence (SSCI), 16-19 April 2013, Singapore},
pages = {66--73},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIEL.2013.6613142},
doi = {10.1109/CIEL.2013.6613142},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciel/DebieSLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/DebieSL13,
author = {Essam Soliman Debie and
Kamran Shafi and
Chris Lokan},
editor = {Christian Blum and
Enrique Alba},
title = {{REUCS-CRG:} reduct based ensemble of sUpervised classifier system
with combinatorial rule generation for data mining},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {1251--1258},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2482703},
doi = {10.1145/2464576.2482703},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/DebieSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcis/CowenS13,
author = {Benn Cowen and
Kamran Shafi},
title = {Fractal methods for the representation and analysis of polymorphism
in malware},
booktitle = {2013 Military Communications and Information Systems Conference, MilCIS
2013, Canberra, Australia, November 12-14, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/MilCIS.2013.6694490},
doi = {10.1109/MILCIS.2013.6694490},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/milcis/CowenS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdiev/DebieSLM13,
author = {Essam Soliman Debie and
Kamran Shafi and
Chris Lokan and
Kathryn E. Merrick},
editor = {Janez Brest and
Swagatam Das and
Ferrante Neri and
Ponnuthurai N. Suganthan},
title = {Investigating Differential Evolution based rule discovery in learning
classifier systems},
booktitle = {2013 {IEEE} Symposium on Differential Evolution, {SDE} 2013, Singapore,
Singapore, April 16-19, 2013},
pages = {77--84},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SDE.2013.6601445},
doi = {10.1109/SDE.2013.6601445},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdiev/DebieSLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/XiongSA12,
author = {Jian Xiong and
Kamran Shafi and
Hussein A. Abbass},
title = {Multi-Uncertainty Problems {(MUP)} with applications to managing risk
in resource-constrained project scheduling},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6256118},
doi = {10.1109/CEC.2012.6256118},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/XiongSA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rita/ZhangSA12,
author = {Bin Zhang and
Kamran Shafi and
Hussein A. Abbass},
editor = {Jong{-}Hwan Kim and
Eric T. Matson and
Hyun Myung and
Peter Xu},
title = {Robo-Teacher: {A} Computational Simulation Based Educational System
to Improve Cyber Security},
booktitle = {Robot Intelligence Technology and Applications 2012 - An Edition of
the Presented Papers from the 1st International Conference on Robot
Intelligence Technology and Applications, RiTA 2012, Gwangju, Korea,
December 16-18, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {208},
pages = {179--186},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-37374-9\_18},
doi = {10.1007/978-3-642-37374-9\_18},
timestamp = {Tue, 13 Apr 2021 15:13:02 +0200},
biburl = {https://dblp.org/rec/conf/rita/ZhangSA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rita/WangSLA12,
author = {Shir Li Wang and
Kamran Shafi and
Chris Lokan and
Hussein A. Abbass},
editor = {Jong{-}Hwan Kim and
Eric T. Matson and
Hyun Myung and
Peter Xu},
title = {Neuro-Evolution of Escape Behaviour under High Level of Deception
and Noise},
booktitle = {Robot Intelligence Technology and Applications 2012 - An Edition of
the Presented Papers from the 1st International Conference on Robot
Intelligence Technology and Applications, RiTA 2012, Gwangju, Korea,
December 16-18, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {208},
pages = {671--681},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-37374-9\_64},
doi = {10.1007/978-3-642-37374-9\_64},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rita/WangSLA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/ZhangSA12,
author = {Bin Zhang and
Kamran Shafi and
Hussein A. Abbass},
editor = {Lam Thu Bui and
Yew{-}Soon Ong and
Nguyen Xuan Hoai and
Hisao Ishibuchi and
Ponnuthurai Nagaratnam Suganthan},
title = {A Density Based Approach to the Access Point Layout Smart Distribution
Grid Design Optimization Problem},
booktitle = {Simulated Evolution and Learning - 9th International Conference, {SEAL}
2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7673},
pages = {73--82},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34859-4\_8},
doi = {10.1007/978-3-642-34859-4\_8},
timestamp = {Fri, 17 Nov 2023 08:06:20 +0100},
biburl = {https://dblp.org/rec/conf/seal/ZhangSA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/ShafiMD12,
author = {Kamran Shafi and
Kathryn E. Merrick and
Essam Soliman Debie},
editor = {Lam Thu Bui and
Yew{-}Soon Ong and
Nguyen Xuan Hoai and
Hisao Ishibuchi and
Ponnuthurai Nagaratnam Suganthan},
title = {Evolution of Intrinsic Motives in Multi-agent Simulations},
booktitle = {Simulated Evolution and Learning - 9th International Conference, {SEAL}
2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7673},
pages = {198--207},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34859-4\_20},
doi = {10.1007/978-3-642-34859-4\_20},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/seal/ShafiMD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/ShafiBA12,
author = {Kamran Shafi and
Axel Bender and
Hussein A. Abbass},
editor = {Lam Thu Bui and
Yew{-}Soon Ong and
Nguyen Xuan Hoai and
Hisao Ishibuchi and
Ponnuthurai Nagaratnam Suganthan},
title = {Multi Objective Learning Classifier Systems Based Hyperheuristics
for Modularised Fleet Mix Problem},
booktitle = {Simulated Evolution and Learning - 9th International Conference, {SEAL}
2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7673},
pages = {381--390},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34859-4\_38},
doi = {10.1007/978-3-642-34859-4\_38},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/seal/ShafiBA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/MerrickS11,
author = {Kathryn E. Merrick and
Kamran Shafi},
title = {Achievement, affiliation, and power: Motive profiles for artificial
agents},
journal = {Adapt. Behav.},
volume = {19},
number = {1},
pages = {40--62},
year = {2011},
url = {https://doi.org/10.1177/1059712310395953},
doi = {10.1177/1059712310395953},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adb/MerrickS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ShafiM11,
author = {Kamran Shafi and
Kathryn E. Merrick},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {A curious agent for network anomaly detection},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1075--1076},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034425\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Dec 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/ShafiM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ShafiBA11,
author = {Kamran Shafi and
Axel Bender and
Hussein A. Abbass},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Fleet estimation for defence logistics using a multi-objective learning
classifier system},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {1195--1202},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001738},
doi = {10.1145/2001576.2001738},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ShafiBA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/WangSLA10,
author = {Shir Li Wang and
Kamran Shafi and
Chris Lokan and
Hussein A. Abbass},
title = {Adversarial learning: the impact of statistical sample selection techniques
on neural ensembles},
journal = {Evol. Syst.},
volume = {1},
number = {3},
pages = {181--197},
year = {2010},
url = {https://doi.org/10.1007/s12530-010-9013-y},
doi = {10.1007/S12530-010-9013-Y},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evs/WangSLA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ShafiBA10,
author = {Kamran Shafi and
Axel Bender and
Hussein A. Abbass},
title = {Evolutionary dynamics of interdependent exogenous risks},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586429},
doi = {10.1109/CEC.2010.5586429},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/ShafiBA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/WangSLA10,
author = {Shir Li Wang and
Kamran Shafi and
Chris Lokan and
Hussein A. Abbass},
title = {Robustness of neural ensembles against targeted and random Adversarial
Learning},
booktitle = {{FUZZ-IEEE} 2010, {IEEE} International Conference on Fuzzy Systems,
Barcelona, Spain, 18-23 July, 2010, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FUZZY.2010.5584822},
doi = {10.1109/FUZZY.2010.5584822},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/WangSLA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ShafiA09,
author = {Kamran Shafi and
Hussein A. Abbass},
title = {An adaptive genetic-based signature learning system for intrusion
detection},
journal = {Expert Syst. Appl.},
volume = {36},
number = {10},
pages = {12036--12043},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2009.03.036},
doi = {10.1016/J.ESWA.2009.03.036},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ShafiA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/ShafiKAZ09,
author = {Kamran Shafi and
Tim Kovacs and
Hussein A. Abbass and
Weiping Zhu},
title = {Intrusion detection with evolutionary learning classifier systems},
journal = {Nat. Comput.},
volume = {8},
number = {1},
pages = {3--27},
year = {2009},
url = {https://doi.org/10.1007/s11047-007-9053-9},
doi = {10.1007/S11047-007-9053-9},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/ShafiKAZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Shafi08,
author = {Kamran Shafi},
title = {An online and adaptive signature-based approach for intrusion detection
using learning classifier systems},
school = {University of New South Wales, Canberra, Australia},
year = {2008},
url = {http://handle.unsw.edu.au/1959.4/38991},
timestamp = {Thu, 15 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Shafi08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/ShafiA07,
author = {Kamran Shafi and
Hussein A. Abbass},
title = {Biologically-inspired Complex Adaptive Systems approaches to Network
Intrusion Detection},
journal = {Inf. Secur. Tech. Rep.},
volume = {12},
number = {4},
pages = {209--217},
year = {2007},
url = {https://doi.org/10.1016/j.istr.2007.09.001},
doi = {10.1016/J.ISTR.2007.09.001},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/istr/ShafiA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ShafiAZ07,
author = {Kamran Shafi and
Hussein A. Abbass and
Weiping Zhu},
title = {Real time signature extraction from a supervised classifier system},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2007, 25-28 September 2007, Singapore},
pages = {2509--2516},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CEC.2007.4424786},
doi = {10.1109/CEC.2007.4424786},
timestamp = {Thu, 16 Dec 2021 14:01:04 +0100},
biburl = {https://dblp.org/rec/conf/cec/ShafiAZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/ShafiAZ06,
author = {Kamran Shafi and
Hussein A. Abbass and
Weiping Zhu},
editor = {Tzai{-}Der Wang and
Xiaodong Li and
Shu{-}Heng Chen and
Xufa Wang and
Hussein A. Abbass and
Hitoshi Iba and
Guoliang Chen and
Xin Yao},
title = {The Role of Early Stopping and Population Size in {XCS} for Intrusion
Detection},
booktitle = {Simulated Evolution and Learning, 6th International Conference, {SEAL}
2006, Hefei, China, October 15-18, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4247},
pages = {50--57},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11903697\_7},
doi = {10.1007/11903697\_7},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/seal/ShafiAZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/DamSA05,
author = {Hai Huong Dam and
Kamran Shafi and
Hussein A. Abbass},
editor = {Shichao Zhang and
Ray Jarvis},
title = {Can Evolutionary Computation Handle Large Datasets? {A} Study into
Network Intrusion Detection},
booktitle = {{AI} 2005: Advances in Artificial Intelligence, 18th Australian Joint
Conference on Artificial Intelligence, Sydney, Australia, December
5-9, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3809},
pages = {1092--1095},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11589990\_146},
doi = {10.1007/11589990\_146},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/DamSA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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