R. Muhammad Atif Azad

According to our database1, R. Muhammad Atif Azad authored at least 53 papers between 2002 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Leveraging asynchronous parallel computing to produce simple genetic programming computational models.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models.
Proceedings of the Genetic Programming - 23rd European Conference, 2020

2019
Leap2Trend: A Temporal Word Embedding Approach for Instant Detection of Emerging Scientific Trends.
IEEE Access, 2019

DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPS.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
DICE: exploiting all bivariate dependencies in binary and multary search spaces.
Memetic Comput., 2018

k-NN Embedding Stability for word2vec Hyper-Parametrisation in Scientific Text.
Proceedings of the Discovery Science - 21st International Conference, 2018

Synthesis of Parallel Programs on Multi-Cores.
Proceedings of the Handbook of Grammatical Evolution, 2018

Comparing Methods to Creating Constants in Grammatical Evolution.
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.
Genetic Programming and Evolvable Machines, 2017

DICE: A New Family of Bivariate Estimation of Distribution Algorithms Based on Dichotomised Multivariate Gaussian Distributions.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

2016
Principled Evolutionary Algorithm search operator design and the kernel trick.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A New Wave: A Dynamic Approach to Genetic Programming.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Principled Evolutionary Algorithm Design and the Kernel Trick.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Automatic lock-free parallel programming on multi-core processors.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification.
Proceedings of the Computational Intelligence - International Joint Conference, 2015

GEML: Evolutionary Unsupervised and Semi-Supervised Learning of Multi-class Classification with Grammatical Evolution.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Wave: A Genetic Programming Approach to Divide and Conquer.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Wave: Incremental Erosion of Residual Error.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

On the Automatic Generation of Efficient Parallel Iterative Sorting Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Performance Optimization of Multi-Core Grammatical Evolution Generated Parallel Recursive Programs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Automatic Evolution of Parallel Sorting Programs on Multi-cores.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

Automatic Evolution of Parallel Recursive Programs.
Proceedings of the Genetic Programming - 18th European Conference, 2015

2014
A Simple Approach to Lifetime Learning in Genetic Programming-Based Symbolic Regression.
Evol. Comput., 2014

On Effective and Inexpensive Local Search Techniques in Genetic Programming Regression.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Efficient approaches to interleaved sampling of training data for symbolic regression.
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014

Predict the success or failure of an evolutionary algorithm run.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Predict the performance of GE with an ACO based machine learning algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Multi-core GE: automatic evolution of CPU based multi-core parallel programs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Efficient interleaved sampling of training data in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

The Best Things Don't Always Come in Small Packages: Constant Creation in Grammatical Evolution.
Proceedings of the Genetic Programming - 17th European Conference, 2014

2013
A bootstrapping approach to reduce over-fitting in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Bootstrapping to reduce bloat and improve generalisation in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2011
Evolutionary speech quality estimation in VoIP.
Soft Comput., 2011

Candidate oversampling prefers two to tango: estimation of distribution algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Variance based selection to improve test set performance in genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Abstract functions and lifetime learning in genetic programming for symbolic regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2008
A Methodology for Deriving VoIP Equipment Impairment Factors for a Mixed NB/WB Context.
IEEE Trans. Multimedia, 2008

VoIP speech quality estimation in a mixed context with genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Gecco 2008 grammatical evolution tutorial.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
An Evolutionary Approach to Speech Quality Estimation.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Real-Time, Non-intrusive Evaluation of VoIP.
Proceedings of the Genetic Programming, 10th European Conference, 2007

2006
Non-intrusive quality evaluation of VoIP using genetic programming.
Proceedings of the 1st International ICST Conference on Bio Inspired Models of Network, 2006

2005
Evaluating GP schema in context.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Symbiogenetic coevolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Promoting diversity using migration strategies in distributed genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
An evolutionary approach to Wall Shear Stress prediction in a grafted artery.
Appl. Soft Comput., 2004

A Competitive Building Block Hypothesis.
Proceedings of the Genetic and Evolutionary Computation, 2004

On the Performance of Genetic Operators and the Random Key Representation.
Proceedings of the Genetic Programming, 7th European Conference, 2004

2003
Structural Emergence with Order Independent Representations.
Proceedings of the Genetic and Evolutionary Computation, 2003

Sensible Initialisation in Chorus.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002
A Re-examination Of The Cart Centering Problem Using The Chorus System.
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.
Proceedings of the Genetic Programming, 5th European Conference, 2002


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