R. Muhammad Atif Azad

Expert Syst. Appl., 2025

2024

Metadata augmented deep neural networks for wild animal classification.

[BibT_eX]

[DOI]

Ecol. Informatics, 2024

2022

Vec2Dynamics: A Temporal Word Embedding Approach to Exploring the Dynamics of Scientific Keywords - Machine Learning as a Case Study.

[BibT_eX]

[DOI]

Raja Muhammad Atif Azad

Big Data Cogn. Comput., 2022

2021

Scholarly data mining: A systematic review of its applications.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2021

Incentive Based Load Shedding Management in a Microgrid Using Combinatorial Auction with IoT Infrastructure.

[BibT_eX]

[DOI]

Ali R. Ansari

Raheel Nawaz

Sensors, 2021

GA-SVM for Evaluating Heroin Consumption Risk.

[BibT_eX]

[DOI]

Sean-Kelly Palicki

CoRR, 2021

Evolving simple and accurate symbolic regression models via asynchronous parallel computing.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

Improving the generalisation of genetic programming models with evaluation time and asynchronous parallel computing.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences.

[BibT_eX]

[DOI]

Julian Hatwell

BMC Medical Informatics Decis. Mak., 2020

CHIRPS: Explaining random forest classification.

[BibT_eX]

[DOI]

Julian Hatwell

Artif. Intell. Rev., 2020

Leveraging asynchronous parallel computing to produce simple genetic programming computational models.

[BibT_eX]

[DOI]

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Feature engineering for improving robustness of crossover in symbolic regression.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 23rd European Conference, 2020

2019

Leap2Trend: A Temporal Word Embedding Approach for Instant Detection of Emerging Scientific Trends.

[BibT_eX]

[DOI]

IEEE Access, 2019

DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPS.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

DICE: exploiting all bivariate dependencies in binary and multary search spaces.

[BibT_eX]

[DOI]

Memetic Comput., 2018

k-NN Embedding Stability for word2vec Hyper-Parametrisation in Scientific Text.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 21st International Conference, 2018

Synthesis of Parallel Programs on Multi-Cores.

[BibT_eX]

[DOI]

Stephan J. Eidenbenz

Nandakishore Santhi

Proceedings of the Handbook of Grammatical Evolution, 2018

Comparing Methods to Creating Constants in Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Grammatical Evolution, 2018

2017

Krzysztof Krawiec: Behavioral program synthesis with genetic programming - Springer 2016, ISBN: 978-3-319-27563-5.

[BibT_eX]

[DOI]

Raja Muhammad Atif Azad

Genet. Program. Evolvable Mach., 2017

DICE: A New Family of Bivariate Estimation of Distribution Algorithms Based on Dichotomised Multivariate Gaussian Distributions.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

2016

Principled Evolutionary Algorithm search operator design and the kernel trick.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A New Wave: A Dynamic Approach to Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Principled Evolutionary Algorithm Design and the Kernel Trick.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Automatic lock-free parallel programming on multi-core processors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification.

[BibT_eX]

[DOI]

Jeannie M. Fitzgerald

Proceedings of the Computational Intelligence - International Joint Conference, 2015

GEML: Evolutionary Unsupervised and Semi-Supervised Learning of Multi-class Classification with Grammatical Evolution.

[BibT_eX]

[DOI]

Jeannie M. Fitzgerald

Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Wave: A Genetic Programming Approach to Divide and Conquer.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Wave: Incremental Erosion of Residual Error.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

On the Automatic Generation of Efficient Parallel Iterative Sorting Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Performance Optimization of Multi-Core Grammatical Evolution Generated Parallel Recursive Programs.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Automatic Evolution of Parallel Sorting Programs on Multi-cores.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

Automatic Evolution of Parallel Recursive Programs.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 18th European Conference, 2015

2014

A Simple Approach to Lifetime Learning in Genetic Programming-Based Symbolic Regression.

[BibT_eX]

[DOI]

Raja Muhammad Atif Azad

Evol. Comput., 2014

On Effective and Inexpensive Local Search Techniques in Genetic Programming Regression.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Efficient approaches to interleaved sampling of training data for symbolic regression.

[BibT_eX]

[DOI]

Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

Predict the success or failure of an evolutionary algorithm run.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Predict the performance of GE with an ACO based machine learning algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Multi-core GE: automatic evolution of CPU based multi-core parallel programs.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Efficient interleaved sampling of training data in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

The Best Things Don't Always Come in Small Packages: Constant Creation in Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 17th European Conference, 2014

2013

A bootstrapping approach to reduce over-fitting in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Bootstrapping to reduce bloat and improve generalisation in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2011

Evolutionary speech quality estimation in VoIP.

[BibT_eX]

[DOI]

Soft Comput., 2011

Candidate oversampling prefers two to tango: estimation of distribution algorithms.

[BibT_eX]

[DOI]

David Wallin

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Variance based selection to improve test set performance in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Abstract functions and lifetime learning in genetic programming for symbolic regression.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2008

A Methodology for Deriving VoIP Equipment Impairment Factors for a Mixed NB/WB Context.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2008

VoIP speech quality estimation in a mixed context with genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Gecco 2008 grammatical evolution tutorial.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007

An Evolutionary Approach to Speech Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Real-Time, Non-intrusive Evaluation of VoIP.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 10th European Conference, 2007

2006

Non-intrusive quality evaluation of VoIP using genetic programming.

[BibT_eX]

[DOI]

Dorel Picovici

Proceedings of the 1st International ICST Conference on Bio Inspired Models of Network, 2006

2005

Evaluating GP schema in context.

[BibT_eX]

[DOI]

Hammad Majeed

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Symbiogenetic coevolution.

[BibT_eX]

[DOI]

David Wallin

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Promoting diversity using migration strategies in distributed genetic algorithms.

[BibT_eX]

[DOI]

David Power

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

An evolutionary approach to Wall Shear Stress prediction in a grafted artery.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2004

A Competitive Building Block Hypothesis.

[BibT_eX]

[DOI]

Hammad Majeed

Proceedings of the Genetic and Evolutionary Computation, 2004

On the Performance of Genetic Operators and the Random Key Representation.

[BibT_eX]

[DOI]

Eoin Ryan

Proceedings of the Genetic Programming, 7th European Conference, 2004

2003

Structural Emergence with Order Independent Representations.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Sensible Initialisation in Chorus.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002

A Re-examination Of The Cart Centering Problem Using The Chorus System.

[BibT_eX]

Mark E. Burke

Ali R. Ansari

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

No Coercion and No Prohibition, a Position Independent Encoding Scheme for Evolutionary Algorithms - The Chorus System.

[BibT_eX]

[DOI]