Giovanni Iacca

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Ferrante NeriProfessor of Machine Learning and Artificial Intelligence, NICE group, University of SurreyVerified email at surrey.ac.uk
Fabio CaraffiniSwansea UniversityVerified email at swansea.ac.uk
ernesto mininnoResearcher, Technical University of BariVerified email at poliba.it
Leonardo Lucio CustodePost-Doctoral Researcher, University of TrentoVerified email at unitn.it
Doina BucurUniversity of TwenteVerified email at utwente.nl
Anil YamanAssistant Professor, Vrije Universiteit AmsterdamVerified email at vu.nl
Dr. Libertario DemiUniversity of Trento, Associate Professor and Head of the Ultrasound Lab Trento (ULTRa)Verified email at unitn.it
Sajjad AfrakhtehSenior Postdoctoral Researcher at University of Trento, ItalyVerified email at unitn.it
Alberto TondaINRAE (Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement), ParisVerified email at inrae.fr
Giovanni SquilleroFull professor at Politecnico di TorinoVerified email at polito.it
Andrea FerigoPhD student University of TrentoVerified email at unitn.it
Vinicius Veloso de MeloProfessor of Computer Science, UNIFESP-SJC, BrazilVerified email at unifesp.br
Antonio LiottaProfessor at Faculty of Engineering, University of Bozen-Bolzano, ItalyVerified email at unibz.it
Hyunho MoErasmus MC, Rotterdam, The NetherlandsVerified email at erasmusmc.nl
Ahmed HallawaRWTH Aachen UniversityVerified email at ice.rwth-aachen.de
George H. L. FletcherEindhoven University of TechnologyVerified email at tue.nl
Mykola PechenizkiyEindhoven University of TechnologyVerified email at tue.nl
David WalkerSenior Lecturer in Computer Science, University of ExeterVerified email at exeter.ac.uk
Francesco TursiPneumologia ASST LodiVerified email at asst-lodi.it
Federico MentoUniversity of Trento, Ultrasound Lab Trento (ULTRa)Verified email at unitn.it

Giovanni Iacca

University of Trento

Verified email at unitn.it - Homepage

Evolutionary Computation Stochastic Optimization Distributed Systems Interpretable AI


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Compact particle swarm optimization F Neri, E Mininno, G Iacca Information Sciences 239, 96-121, 2013	180	2013
Spatial anomaly detection in sensor networks using neighborhood information HHWJ Bosman, G Iacca, A Tejada, HJ Wörtche, A Liotta Information Fusion 33, 41-56, 2017	164	2017
Ockham's razor in memetic computing: three stage optimal memetic exploration G Iacca, F Neri, E Mininno, YS Ong, MH Lim Information Sciences 188, 17-43, 2012	163	2012
Disturbed exploitation compact differential evolution for limited memory optimization problems F Neri, G Iacca, E Mininno Information Sciences 181 (12), 2469-2487, 2011	141	2011
An improved Jaya optimization algorithm with Lévy flight G Iacca, VC dos Santos Junior, VV de Melo Expert Systems with Applications 165, 113902, 2020	122	2020
Parallel memetic structures F Caraffini, F Neri, G Iacca, A Mol Information Sciences 227, 60-82, 2013	111	2013
Influence maximization in social networks with genetic algorithms D Bucur, G Iacca Applications of Evolutionary Computation: 19th European Conference …, 2016	109	2016
Ensembles of incremental learners to detect anomalies in ad hoc sensor networks HHWJ Bosman, G Iacca, A Tejada, HJ Wörtche, A Liotta Ad hoc networks 35, 14-36, 2015	86	2015
Multi-Strategy Coevolving Aging Particle Optimization G Iacca, F Caraffini, F Neri International Journal of Neural Systems 24 (01), 2013	79	2013
A modified covariance matrix adaptation evolution strategy with adaptive penalty function and restart for constrained optimization VV De Melo, G Iacca Expert Systems with Applications 41 (16), 7077-7094, 2014	67	2014
A CMA-ES super-fit scheme for the re-sampled inheritance search F Caraffini, G Iacca, F Neri, L Picinali, E Mininno IEEE Congress on Evolutionary Computation, 1123-1130, 2013	59	2013
Evolutionary learning of interpretable decision trees LL Custode, G Iacca IEEE Access 11, 6169 - 6184, 2023	55	2023
Super-fit multicriteria adaptive differential evolution F Caraffini, F Neri, J Cheng, G Zhang, L Picinali, G Iacca, E Mininno IEEE Congress on Evolutionary Computation, 1678-1685, 2013	55	2013
Super-fit and population size reduction in compact differential evolution G Iacca, R Mallipeddi, E Mininno, F Neri, PN Suganthan 2011 IEEE workshop on memetic computing (MC), 1-8, 2011	52	2011
Memetic Viability Evolution for Constrained Optimization A Maesani, G Iacca, D Floreano IEEE Transactions on Evolutionary Computation 20 (1), 125 - 144, 2016	51	2016
The intersection of Evolutionary Computation and Explainable AI J Bacardit, A Brownlee, S Cagnoni, G Iacca, J McCall, D Walker Genetic and Evolutionary Computation Conference Companion, 1757–1762, 2022	45	2022
Compact optimization F Neri, G Iacca, E Mininno Handbook of Optimization: From Classical to Modern Approach, 337-364, 2013	43	2013
Evolutionary neural architecture search for remaining useful life prediction H Mo, LL Custode, G Iacca Applied Soft Computing 108, 107474, 2021	42	2021
Anomaly detection in sensor systems using lightweight machine learning HHWJ Bosman, A Liotta, G Iacca, HJ Wörtche IEEE International Conference on Systems, Man, and Cybernetics, 7-13, 2013	42	2013
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

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