Alexandros Agapitos

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 18

Top Venues

University of Essex, Colchester, UK (PHD)

Education History

University of Essex, Colchester, UK

PHD

Publications

Xinyu Gao, Wenqiang Yi, Alexandros Agapitos, Hao Wang, Yuanwei Liu
Coverage and Capacity Optimization in STAR-RISs Assisted Networks: A Machine Learning Approach. WCNC (2023)
Cengis Hasan, Alexandros Agapitos, David Lynch, Alberto Castagna, Giorgio Cruciata, Hao Wang, Aleksandar Milenovic
Continual Model-Based Reinforcement Learning for Data Efficient Wireless Network Optimisation. ECML/PKDD (6) (2023)
Xinyu Gao, Wenqiang Yi, Alexandros Agapitos, Hao Wang, Yuanwei Liu
Coverage and Capacity Optimization in STAR-RISs Assisted Networks: A Machine Learning Approach. CoRR (2022)
Miguel Suau, Alexandros Agapitos, David Lynch, Derek Farrell, Mingqi Zhou, Aleksandar Milenovic
Offline Contextual Bandits for Wireless Network Optimization. CoRR (2021)
Miguel Nicolau, Alexandros Agapitos
Choosing function sets with better generalisation performance for symbolic regression models. Genet. Program. Evolvable Mach. 22 (1) (2021)
Ahmed Kattan, Faiyaz Doctor, Yew-Soon Ong, Alexandros Agapitos
Genetic Programming Multitasking. SSCI (2020)
Arsalan Shahid, Gary White, Jaroslaw Diuwe, Alexandros Agapitos, Owen O'Brien
SLMAD: Statistical Learning-Based Metric Anomaly Detection. ICSOC Workshops (2020)
Alexandros Agapitos, Róisín Loughran, Miguel Nicolau, Simon M. Lucas, Michael O'Neill, Anthony Brabazon
A Survey of Statistical Machine Learning Elements in Genetic Programming. IEEE Trans. Evol. Comput. 23 (6) (2019)
Miguel Nicolau, Alexandros Agapitos
On the effect of function set to the generalisation of symbolic regression models. GECCO (Companion) (2018)
Alexandros Agapitos, Michael O'Neill, Ahmed Kattan, Simon M. Lucas
Recursion in tree-based genetic programming. Genet. Program. Evolvable Mach. 18 (2) (2017)
Róisín Loughran, Alexandros Agapitos, Ahmed Kattan, Anthony Brabazon, Michael O'Neill
Feature selection for speaker verification using genetic programming. Evol. Intell. 10 (1-2) (2017)
Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
Regularised gradient boosting for financial time-series modelling. Comput. Manag. Sci. 14 (3) (2017)
Ahmed Kattan, Alexandros Agapitos, Yew-Soon Ong, Ateq A. Alghamedi, Michael O'Neill
GP made faster with semantic surrogate modelling. Inf. Sci. (2016)
Róisín Loughran, Alexandros Agapitos, Ahmed Kattan, Anthony Brabazon, Michael O'Neill
Speaker Verification on Unbalanced Data with Genetic Programming. EvoApplications (1) (2016)
Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
Genetic Programming with Memory For Financial Trading. EvoApplications (1) (2016)
Alexandros Agapitos, Michael O'Neill, Miguel Nicolau, David Fagan, Ahmed Kattan, Anthony Brabazon, Kathleen M. Curran
Deep evolution of image representations for handwritten digit recognition. CEC (2015)
Miguel Nicolau, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Guidelines for defining benchmark problems in Genetic Programming. CEC (2015)
Wei Cui, Anthony Brabazon, Alexandros Agapitos
Extending the bat foraging metaphor for optimisation algorithm design. Int. J. Metaheuristics 4 (1) (2015)
James McDermott, Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
Geometric Semantic Genetic Programming for Financial Data. EvoApplications (2014)
Alexandros Agapitos, James McDermott, Michael O'Neill, Ahmed Kattan, Anthony Brabazon
Higher Order Functions for Kernel Regression. EuroGP (2014)
Ahmed Kattan, Michael Kampouridis, Alexandros Agapitos
Generalisation Enhancement via Input Space Transformation: A GP Approach. EuroGP (2014)
Michael O'Neill, Miguel Nicolau, Alexandros Agapitos
Experiments in program synthesis with grammatical evolution: A focus on Integer Sorting. IEEE Congress on Evolutionary Computation (2014)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Ensemble Bayesian Model Averaging in Genetic Programming. IEEE Congress on Evolutionary Computation (2014)
Mauro Castelli, Leonardo Vanneschi, Sara Silva, Alexandros Agapitos, Michael O'Neill
Semantic Search-Based Genetic Programming and the Effect of Intron Deletion. IEEE Trans. Cybern. 44 (1) (2014)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Adaptive Distance Metrics for Nearest Neighbour Classification Based on Genetic Programming. EuroGP (2013)
Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill, Alexandros Agapitos
An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics. EuroGP (2012)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Evolving Seasonal Forecasting Models with Genetic Programming in the Context of Pricing Weather-Derivatives. EvoApplications (2012)
Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
Controlling Overfitting in Symbolic Regression Based on a Bias/Variance Error Decomposition. PPSN (1) (2012)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon, Theodoros Theodoridis
Maximum Margin Decision Surfaces for Increased Generalisation in Evolutionary Decision Tree Learning. EuroGP (2011)
Clíodhna Tuite, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
A Preliminary Investigation of Overfitting in Evolutionary Driven Model Induction: Implications for Financial Modelling. EvoApplications (2) (2011)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon, Theodoros Theodoridis
Learning environment models in car racing using stateful Genetic Programming. CIG (2011)
Andreas Konstantinidis, Haris Haralambous, Alexandros Agapitos, Harris Papadopoulos
A GP-MOEA/D Approach for Modelling Total Electron Content over Cyprus CoRR (2011)
Theodoros Theodoridis, Alexandros Agapitos, Huosheng Hu
A gaussian groundplan projection area model for evolving probabilistic classifiers. GECCO (2011)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Stateful program representations for evolving technical trading rules. GECCO (Companion) (2011)
Clíodhna Tuite, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Early stopping criteria to counteract overfitting in genetic programming. GECCO (Companion) (2011)
Alexandros Agapitos, Andreas Konstantinidis, Haris Haralambous, Harris Papadopoulos
Evolutionary Prediction of Total Electron Content over Cyprus. AIAI (2010)
Edgar Galván López, David Fagan, Eoin Murphy, John Mark Swafford, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Comparing the performance of the evolvable piGrammatical Evolution genotype-phenotype map to Grammatical Evolution in the dynamic Ms. Pac-Man environment. IEEE Congress on Evolutionary Computation (2010)
Ahmed Kattan, Alexandros Agapitos, Riccardo Poli
Unsupervised Problem Decomposition Using Genetic Programming. EuroGP (2010)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Evolutionary Learning of Technical Trading Rules without Data-Mining Bias. PPSN (1) (2010)
Alexandros Agapitos, Matthew Dyson, Simon M. Lucas, Francisco Sepulveda
Learning to recognise mental activities: genetic programming of stateful classifiers for brain-computer interfacing. GECCO (2008)
Theodoros Theodoridis, Alexandros Agapitos, Huosheng Hu, Simon M. Lucas
Ubiquitous robotics in physical human action recognition: A comparison between dynamic ANNs and GP. ICRA (2008)
Alexandros Agapitos, Matthew Dyson, Jenya Kovalchuk, Simon M. Lucas
On the genetic programming of time-series predictors for supply chain management. GECCO (2008)
Alexandros Agapitos, Julian Togelius, Simon M. Lucas, Jürgen Schmidhuber, Andreas Konstantinidis
Generating diverse opponents with multiobjective evolution. CIG (2008)
Alexandros Agapitos, Julian Togelius, Simon M. Lucas
Multiobjective techniques for the use of state in genetic programming applied to simulated car racing. IEEE Congress on Evolutionary Computation (2007)
Alexandros Agapitos, Julian Togelius, Simon M. Lucas
Evolving controllers for simulated car racing using object oriented genetic programming. GECCO (2007)
Alexandros Agapitos, Simon M. Lucas
Evolving Modular Recursive Sorting Algorithms. EuroGP (2007)
Alexandros Agapitos, Simon M. Lucas
Evolving a Statistics Class Using Object Oriented Evolutionary Programming. EuroGP (2007)
Alexandros Agapitos, Simon M. Lucas
Learning Recursive Functions with Object Oriented Genetic Programming. EuroGP (2006)
Alexandros Agapitos, Simon M. Lucas
Evolving Efficient Recursive Sorting Algorithms. IEEE Congress on Evolutionary Computation (2006)

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Publication Activity (10 Years)

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Alexandros Agapitos