Fabio Caraffini

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Ferrante NeriProfessor of Machine Learning and Artificial Intelligence, NICE group, University of SurreyVerified email at surrey.ac.uk
Giovanni IaccaUniversity of TrentoVerified email at unitn.it
Anna V KononovaLIACS, Leiden UniversityVerified email at liacs.leidenuniv.nl
Stefan KuhnLecturerVerified email at ut.ee
Prof. M.A. GongoraDe Montfort UniversityVerified email at dmu.ac.uk
Simon Colreavy-DonnellyAssociate Professor, University of LimerickVerified email at ul.ie
Francisco ChiclanaProfessor of Computational Intelligence and Decision Making, De Montfort University, UKVerified email at dmu.ac.uk
Diederick VermettenLeiden UniversityVerified email at liacs.leidenuniv.nl
ernesto mininnoResearcher, Technical University of BariVerified email at poliba.it
Valentino SantucciAssociate Professor, University for Foreigners of PerugiaVerified email at unistrapg.it
Lorenzo PicinaliDyson School of Design Engineering - Imperial College LondonVerified email at imperial.ac.uk
Niki van SteinLeiden UniversityVerified email at liacs.leidenuniv.nl
Alfredo MilaniDepartment of Mathematics and Computer Science, University of PerugiaVerified email at unipg.it
Stuart O'ConnorDe Montfort UniversityVerified email at dmu.ac.uk
Thomas BäckProfessor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, NorwayVerified email at liacs.leidenuniv.nl
Alejandro PeñaEAFIT UniversityVerified email at eafit.edu.co
Isis BonetUniversidad EIAVerified email at eia.edu.co
David CorneProfessor of Computer Science, Heriot-Watt University, EdinburghVerified email at macs.hw.ac.uk
Jenny CarterHuddersfield UniversityVerified email at hud.ac.uk
Johana Florez-LozanoAppgateVerified email at javeriana.edu.co

Fabio Caraffini

Swansea University

Verified email at swansea.ac.uk - Homepage

Optimisation Differential Evolution Evolutionary Computation Computational Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Parallel memetic structures F Caraffini, F Neri, G Iacca, A Mol Information Sciences 227, 60-82, 2013	111	2013
Cluster-based population initialization for differential evolution frameworks I Poikolainen, F Neri, F Caraffini Information Sciences 297, 216-235, 2015	107	2015
An analysis on separability for memetic computing automatic design F Caraffini, F Neri, L Picinali Information Sciences 265, 1-22, 2014	106	2014
Infeasibility and structural bias in differential evolution F Caraffini, AV Kononova, D Corne Information Sciences 496, 161-179, 2019	102	2019
Structural bias in population-based algorithms AV Kononova, DW Corne, P De Wilde, V Shneer, F Caraffini Information Sciences 298, 468-490, 2015	87	2015
Multi-strategy coevolving aging particle optimization G Iacca, F Caraffini, F Neri International journal of neural systems 24 (01), 1450008, 2014	79	2014
Multicriteria adaptive differential evolution for global numerical optimization J Cheng, G Zhang, F Caraffini, F Neri Integrated Computer-Aided Engineering 22 (2), 103-107, 2015	63	2015
A CMA-ES super-fit scheme for the re-sampled inheritance search F Caraffini, G Iacca, F Neri, L Picinali, E Mininno 2013 IEEE congress on evolutionary computation, 1123-1130, 2013	59	2013
Super-fit multicriteria adaptive differential evolution F Caraffini, F Neri, J Cheng, G Zhang, L Picinali, G Iacca, E Mininno 2013 IEEE congress on evolutionary computation, 1678-1685, 2013	55	2013
HyperSPAM: A study on hyper-heuristic coordination strategies in the continuous domain F Caraffini, F Neri, M Epitropakis Information Sciences, 2018	54	2018
Evolving deep learning convolutional neural networks for early COVID-19 detection in chest X-ray images M Khishe, F Caraffini, S Kuhn Mathematics 9 (9), 1002, 2021	51	2021
A product-centric data mining algorithm for targeted promotions R Moodley, F Chiclana, F Caraffini, J Carter Journal of Retailing and Consumer Services 54, 101940, 2020	43	2020
Compact differential evolution light: high performance despite limited memory requirement and modest computational overhead G Iacca, F Caraffini, F Neri Journal of Computer Science and technology 27, 1056-1076, 2012	42	2012
Large scale problems in practice: the effect of dimensionality on the interaction among variables F Caraffini, F Neri, G Iacca Applications of Evolutionary Computation: 20th European Conference …, 2017	41	2017
Memory-saving memetic computing for path-following mobile robots G Iacca, F Caraffini, F Neri Applied Soft Computing 13 (4), 2003-2016, 2013	38	2013
Re-sampled inheritance search: high performance despite the simplicity F Caraffini, F Neri, BN Passow, G Iacca Soft Computing 17 (12), 2235-2256, 2013	37	2013
Differential evolution outside the box AV Kononova, F Caraffini, T Bäck Information Sciences 581, 587-604, 2021	36	2021
Application of uninorms to market basket analysis R Moodley, F Chiclana, F Caraffini, J Carter International Journal of Intelligent Systems 34 (1), 39-49, 2019	36	2019
A differential evolution framework with ensemble of parameters and strategies and pool of local search algorithms G Iacca, F Neri, F Caraffini, PN Suganthan Applications of Evolutionary Computation: 17th European Conference …, 2014	32	2014
Micro-differential evolution with extra moves along the axes F Caraffini, F Neri, I Poikolainen 2013 IEEE Symposium on Differential Evolution (SDE), 46-53, 2013	32	2013

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