2023
Genetic Programming Lifelong Multitasking Evolution: LLGP-Tasking.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
2020
Genetic Programming Multitasking.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
2019
A light weight smartphone based human activity recognition system with high accuracy.
J. Netw. Comput. Appl., 2019
A Soft Computing Methodology based on Fuzzy Measures and Integrals for Ranking Workers Informing Labour Hiring Policies.
Proceedings of the 20th Annual International Conference on Digital Government Research, 2019
2018
A Study and Estimation a Lost Person Behavior in Crowded Areas Using Accelerometer Data from Smartphones.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018
2017
Classification of physical activities using wearable sensors.
Intell. Autom. Soft Comput., 2017
Recursion in tree-based genetic programming.
Genet. Program. Evolvable Mach., 2017
Feature selection for speaker verification using genetic programming.
Evol. Intell., 2017
2016
GP made faster with semantic surrogate modelling.
Inf. Sci., 2016
An approach to localization in crowded area.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016
Speaker Verification on Unbalanced Data with Genetic Programming.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
2015
Surrogate Genetic Programming: A semantic aware evolutionary search.
Inf. Sci., 2015
Time-series event-based prediction: An unsupervised learning framework based on genetic programming.
Inf. Sci., 2015
Two Brains Guided Interactive Evolution.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Deep evolution of image representations for handwritten digit recognition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Better Physical Activity Classification using Smartphone Acceleration Sensor.
J. Medical Syst., 2014
Generalisation Enhancement via Input Space Transformation: A GP Approach.
Proceedings of the Genetic Programming - 17th European Conference, 2014
Higher Order Functions for Kernel Regression.
Proceedings of the Genetic Programming - 17th European Conference, 2014
Transformation of input space using statistical moments: EA-based approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Using semantics in the selection mechanism in Genetic Programming: A simple method for promoting semantic diversity.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Multi-agent multi-issue negotiations with incomplete information: A Genetic Algorithm based on discrete surrogate approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Evolving optimal agendas and strategies for negotiation in dynamic environments: a surrogate based approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
PSO based on surrogate modeling as meta-search to optimise evolutionary algorithms parameters.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty.
Proceedings of the EVOLVE, 2012
Recurrent Genetic Algorithms: Sustaining Evolvability.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2012
Evolving radial basis function networks via GP for estimating fitness values using surrogate models.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
PSO as a meta-search for hyper-GA system to evolve optimal agendas for sequential multi-issue negotiation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Evolution of human-competitive lossless compression algorithms with GP-zip2.
Genet. Program. Evolvable Mach., 2011
Neutrality in evolutionary algorithms... What do we know?
Evol. Syst., 2011
Evolving optimal agendas for package deal negotiation.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Geometric Generalisation of Surrogate Model Based Optimisation to Combinatorial Spaces.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2011
2010
Evolutionary synthesis of lossless compression algorithms : the GP-zip family.
PhD thesis, 2010
GP-Fileprints: File Types Detection Using Genetic Programming.
Proceedings of the Genetic Programming, 13th European Conference, 2010
Unsupervised Problem Decomposition Using Genetic Programming.
Proceedings of the Genetic Programming, 13th European Conference, 2010
Evolutionary synthesis of lossless compression algorithms with GP-zip3.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Detecting Localised Muscle Fatigue during Isometric Contraction using Genetic Programming.
Proceedings of the IJCCI 2009, 2009
Genetic-Programming Based Prediction of Data Compression Saving.
Proceedings of the Artifical Evolution, 2009
2008
Evolutionary lossless compression with GP-ZIP.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2005
NEW TECHNIQUE FOR DATA COMPRESSION.
Proceedings of the AC 2005, 2005