R. Muhammad Atif Azad

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 19

Top Topics

Grammatical Evolution

Genetic Programming

Machine Learning

Evolutionary Algorithm

Top Venues

GECCO (Companion)

GECCO Companion

Publications

Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Improving the generalisation of genetic programming models with evaluation time and asynchronous parallel computing. GECCO Companion (2021)
Bizzat Hussain Zaidi, Ihsan Ullah, Musharraf Alam, Bamidele Adebisi, R. Muhammad Atif Azad, Ali R. Ansari, Raheel Nawaz
Incentive Based Load Shedding Management in a Microgrid Using Combinatorial Auction with IoT Infrastructure. Sensors 21 (6) (2021)
Amna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal
Scholarly data mining: A systematic review of its applications. WIREs Data Mining Knowl. Discov. 11 (2) (2021)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Evolving simple and accurate symbolic regression models via asynchronous parallel computing. Appl. Soft Comput. 104 (2021)
Sean-Kelly Palicki, R. Muhammad Atif Azad
GA-SVM for Evaluating Heroin Consumption Risk. CoRR (2021)
Julian Hatwell, Mohamed Medhat Gaber, R. Muhammad Atif Azad
Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Julian Hatwell, Mohamed Medhat Gaber, R. Muhammad Atif Azad
CHIRPS: Explaining random forest classification. Artif. Intell. Rev. 53 (8) (2020)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Leveraging asynchronous parallel computing to produce simple genetic programming computational models. SAC (2020)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Feature engineering for improving robustness of crossover in symbolic regression. GECCO Companion (2020)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models. EuroGP (2020)
Amna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal
DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPS. IJCNN (2019)
Amna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal
Leap2Trend: A Temporal Word Embedding Approach for Instant Detection of Emerging Scientific Trends. IEEE Access 7 (2019)
Amna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal
k-NN Embedding Stability for word2vec Hyper-Parametrisation in Scientific Text. DS (2018)
Fergal Lane, R. Muhammad Atif Azad, Conor Ryan
DICE: exploiting all bivariate dependencies in binary and multary search spaces. Memetic Comput. 10 (3) (2018)
Fergal Lane, R. Muhammad Atif Azad, Conor Ryan
DICE: A New Family of Bivariate Estimation of Distribution Algorithms Based on Dichotomised Multivariate Gaussian Distributions. EvoApplications (1) (2017)
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
Automatic lock-free parallel programming on multi-core processors. CEC (2016)
David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
A New Wave: A Dynamic Approach to Genetic Programming. GECCO (2016)
Fergal Lane, R. Muhammad Atif Azad, Conor Ryan
Principled Evolutionary Algorithm search operator design and the kernel trick. SSCI (2016)
Fergal Lane, R. Muhammad Atif Azad, Conor Ryan
Principled Evolutionary Algorithm Design and the Kernel Trick. GECCO (Companion) (2016)
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
Automatic Evolution of Parallel Sorting Programs on Multi-cores. EvoApplications (2015)
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
On the Automatic Generation of Efficient Parallel Iterative Sorting Algorithms. GECCO (Companion) (2015)
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution. GECCO (Companion) (2015)
David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
Wave: A Genetic Programming Approach to Divide and Conquer. GECCO (Companion) (2015)
Jeannie M. Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
GEML: Evolutionary Unsupervised and Semi-Supervised Learning of Multi-class Classification with Grammatical Evolution. IJCCI (ECTA) (2015)
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
Performance Optimization of Multi-Core Grammatical Evolution Generated Parallel Recursive Programs. GECCO (2015)
David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
Wave: Incremental Erosion of Residual Error. GECCO (Companion) (2015)
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
Automatic Evolution of Parallel Recursive Programs. EuroGP (2015)
Jeannie M. Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification. IJCCI (Selected Papers) (2015)
R. Muhammad Atif Azad, Conor Ryan
The Best Things Don't Always Come in Small Packages: Constant Creation in Grammatical Evolution. EuroGP (2014)
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
Predict the performance of GE with an ACO based machine learning algorithm. GECCO (Companion) (2014)
R. Muhammad Atif Azad, David Medernach, Conor Ryan
Efficient interleaved sampling of training data in genetic programming. GECCO (Companion) (2014)
R. Muhammad Atif Azad, David Medernach, Conor Ryan
Efficient approaches to interleaved sampling of training data for symbolic regression. NaBIC (2014)
Gopinath Chennupati, Conor Ryan, R. Muhammad Atif Azad
Predict the success or failure of an evolutionary algorithm run. GECCO (Companion) (2014)
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
Multi-core GE: automatic evolution of CPU based multi-core parallel programs. GECCO (Companion) (2014)
Fergal Lane, R. Muhammad Atif Azad, Conor Ryan
On Effective and Inexpensive Local Search Techniques in Genetic Programming Regression. PPSN (2014)
Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
Bootstrapping to reduce bloat and improve generalisation in genetic programming. GECCO (Companion) (2013)
Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
A bootstrapping approach to reduce over-fitting in genetic programming. GECCO (Companion) (2013)
Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, Conor Ryan
Evolutionary speech quality estimation in VoIP. Soft Comput. 15 (1) (2011)
David Wallin, Conor Ryan, R. Muhammad Atif Azad
Candidate oversampling prefers two to tango: estimation of distribution algorithms. GECCO (Companion) (2011)
R. Muhammad Atif Azad, Conor Ryan
Variance based selection to improve test set performance in genetic programming. GECCO (2011)
R. Muhammad Atif Azad, Conor Ryan
Abstract functions and lifetime learning in genetic programming for symbolic regression. GECCO (2010)
Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, Conor Ryan
A Methodology for Deriving VoIP Equipment Impairment Factors for a Mixed NB/WB Context. IEEE Trans. Multim. 10 (6) (2008)
Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, Conor Ryan
VoIP speech quality estimation in a mixed context with genetic programming. GECCO (2008)
R. Muhammad Atif Azad, Conor Ryan
Gecco 2008 grammatical evolution tutorial. GECCO (Companion) (2008)
Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, Conor Ryan
Real-Time, Non-intrusive Evaluation of VoIP. EuroGP (2007)
Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, Conor Ryan
An Evolutionary Approach to Speech Quality Estimation. FBIT (2007)
Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, Dorel Picovici, Conor Ryan
Non-intrusive quality evaluation of VoIP using genetic programming. BIONETICS (2006)
David Power, Conor Ryan, R. Muhammad Atif Azad
Promoting diversity using migration strategies in distributed genetic algorithms. Congress on Evolutionary Computation (2005)
Hammad Majeed, Conor Ryan, R. Muhammad Atif Azad
Evaluating GP schema in context. GECCO (2005)
David Wallin, Conor Ryan, R. Muhammad Atif Azad
Symbiogenetic coevolution. Congress on Evolutionary Computation (2005)
R. Muhammad Atif Azad, Ali R. Ansari, Conor Ryan, Michael T. Walsh, Tim McGloughlin
An evolutionary approach to Wall Shear Stress prediction in a grafted artery. Appl. Soft Comput. 4 (2) (2004)
Eoin Ryan, R. Muhammad Atif Azad, Conor Ryan
On the Performance of Genetic Operators and the Random Key Representation. EuroGP (2004)
Conor Ryan, Hammad Majeed, R. Muhammad Atif Azad
A Competitive Building Block Hypothesis. GECCO (2) (2004)
R. Muhammad Atif Azad, Conor Ryan
Structural Emergence with Order Independent Representations. GECCO (2003)
Conor Ryan, R. Muhammad Atif Azad
Sensible Initialisation in Chorus. EuroGP (2003)
Conor Ryan, R. Muhammad Atif Azad, Alan Sheahan, Michael O'Neill
No Coercion and No Prohibition, a Position Independent Encoding Scheme for Evolutionary Algorithms - The Chorus System. EuroGP (2002)
R. Muhammad Atif Azad, Conor Ryan, Mark E. Burke, Ali R. Ansari
A Re-examination Of The Cart Centering Problem Using The Chorus System. GECCO (2002)