R. Muhammad Atif Azad
Cited by
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Sensible initialisation in grammatical evolution
C Ryan, RMA Azad
GECCO, 142-145, 2003
CHIRPS: Explaining random forest classification
J Hatwell, MM Gaber, RMA Azad
Artificial Intelligence Review, 1-42, 2020
Ada-WHIPS: Explaining AdaBoost Classification with Applications in the Health Sciences
J Hatwell, MM Gaber, RMA Azad
BMC Medical Informatics and Decision Making, 2020
A simple approach to lifetime learning in genetic programming-based symbolic regression
RMA Azad, C Ryan
Evolutionary computation 22 (2), 287-317, 2014
A bootstrapping approach to reduce over-fitting in genetic programming
J Fitzgerald, RMA Azad, C Ryan
Proceedings of the 15th annual conference companion on Genetic and …, 2013
No coercion and no prohibition, a position independent encoding scheme for evolutionary algorithms–the chorus system
C Ryan, A Azad, A Sheahan, M O’Neill
Genetic Programming: 5th European Conference, EuroGP 2002 Kinsale, Ireland …, 2002
Real-time, non-intrusive evaluation of voIP
A Raja, RMA Azad, C Flanagan, C Ryan
Genetic Programming: 10th European Conference, EuroGP 2007, Valencia, Spain …, 2007
Promoting diversity using migration strategies in distributed genetic algorithms
D Power, C Ryan, RMA Azad
2005 IEEE Congress on Evolutionary Computation 2, 1831-1838, 2005
Scholarly data mining: A systematic review of its applications
A Dridi, MM Gaber, RMA Azad, J Bhogal
WIREs Data Mining and Knowledge Discovery    , 2020
Leap2trend: A temporal word embedding approach for instant detection of emerging scientific trends
A Dridi, MM Gaber, RMA Azad, J Bhogal
IEEE Access 7, 176414-176428, 2019
A Position Independent Representation for Evolutionary Automatic Programming Algorithms: The Chorus System
RMA Azad
University of Limerick, 2003
Variance based selection to improve test set performance in genetic programming
RMA Azad, C Ryan
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
An examination of simultaneous evolution of grammars and solutions
RMA Azad, C Ryan
Genetic programming theory and practice III, 141-158, 2006
On the performance of genetic operators and the random key representation
E Ryan, RMA Azad, C Ryan
European Conference on Genetic Programming, 162-173, 2004
Performance optimization of multi-core grammatical evolution generated parallel recursive programs
G Chennupati, RMA Azad, C Ryan
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
A methodology for deriving VoIP equipment impairment factors for a mixed NB/WB context
A Raja, RMA Azad, C Flanagan, C Ryan
IEEE Transactions on Multimedia 10 (6), 1046-1058, 2008
Non-intrusive quality evaluation of VoIP using genetic programming
A Raja, RMA Azad, C Flanagan, D Picovici, C Ryan
Proceedings of the 1st international conference on Bio inspired models of …, 2006
Multi-core GE: automatic evolution of CPU based multi-core parallel programs
G Chennupati, RMA Azad, C Ryan
Proceedings of the Companion Publication of the 2014 Annual Conference on …, 2014
The best things don’t always come in small packages: constant creation in grammatical evolution
RMA Azad, C Ryan
Genetic Programming: 17th European Conference, EuroGP 2014, Granada, Spain …, 2014
Sensible initialisation in Chorus
C Ryan, RMA Azad
Genetic Programming: 6th European Conference, EuroGP 2003 Essex, UK, April …, 2003
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