Ensemble strategies in Compact Differential Evolution. - Rammohan Mallipeddi; Giovanni Iacca; Ponnuthurai Nagaratnam Suganthan; Ferrante Neri; Ernesto Mininno (IEEE Congress on Evolutionary Computation, 2011)

Opposition-Based Learning in Compact Differential Evolution. - Giovanni Iacca; Ferrante Neri; Ernesto Mininno (EvoApplications (1), 2011)

Super-fit and population size reduction in compact Differential Evolution. - Giovanni Iacca; Rammohan Mallipeddi; Ernesto Mininno; Ferrante Neri; Ponnuthurai Nagaratnam Suganthan (Memetic Computing, 2011)

Global supervision for compact Differential Evolution. - Giovanni Iacca; Rammohan Mallipeddi; Ernesto Mininno; Ferrante Neri; Ponnuthurai Nagaratnam Suganthan (SDE, 2011)

Composed compact differential evolution. - Giovanni Iacca; Ernesto Mininno; Ferrante Neri (Evol. Intell., 2011)

Disturbed Exploitation compact Differential Evolution for limited memory optimization problems. - Ferrante Neri; Giovanni Iacca; Ernesto Mininno (Inf. Sci., 2011)

Robot Base Disturbance Optimization with Compact Differential Evolution Light. - Giovanni Iacca; Fabio Caraffini; Ferrante Neri; Ernesto Mininno (EvoApplications, 2012)

Compact Bacterial Foraging Optimization. - Giovanni Iacca; Ferrante Neri; Ernesto Mininno (ICAISC (SIDE-EC), 2012)

Three variants of three Stage Optimal Memetic Exploration for handling non-separable fitness landscapes. - Fabio Caraffini; Giovanni Iacca; Ferrante Neri; Ernesto Mininno (UKCI, 2012)

The importance of being structured: A comparative study on multi stage memetic approaches. - Fabio Caraffini; Giovanni Iacca; Ferrante Neri; Ernesto Mininno (UKCI, 2012)

Introducing DOWSN: Distributed optimization in wireless sensor networks. - Giovanni Iacca (UKCI, 2012)

Noise analysis compact differential evolution. - Giovanni Iacca; Ferrante Neri; Ernesto Mininno (Int. J. Syst. Sci., 2012)

Ockham's Razor in memetic computing: Three stage optimal memetic exploration. - Giovanni Iacca; Ferrante Neri; Ernesto Mininno; Yew-Soon Ong; Meng-Hiot Lim (Inf. Sci., 2012)

Compact Differential Evolution Light: High Performance Despite Limited Memory Requirement and Modest Computational Overhead. - Giovanni Iacca; Fabio Caraffini; Ferrante Neri (J. Comput. Sci. Technol., 2012)

A CMA-ES super-fit scheme for the re-sampled inheritance search. - Fabio Caraffini; Giovanni Iacca; Ferrante Neri; Lorenzo Picinali; Ernesto Mininno (IEEE Congress on Evolutionary Computation, 2013)

Super-fit Multicriteria Adaptive Differential Evolution. - Fabio Caraffini; Ferrante Neri; Jixiang Cheng; Gexiang Zhang; Lorenzo Picinali; Giovanni Iacca; Ernesto Mininno (IEEE Congress on Evolutionary Computation, 2013)

Single particle algorithms for continuous optimization. - Giovanni Iacca; Fabio Caraffini; Ferrante Neri; Ernesto Mininno (IEEE Congress on Evolutionary Computation, 2013)

An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks. - Doina Bucur; Giovanni Iacca; Giovanni Squillero; Alberto Paolo Tonda (EvoApplications, 2013)

Online Extreme Learning on Fixed-Point Sensor Networks. - Hedde H. W. J. Bosman; Antonio Liotta; Giovanni Iacca; Heinrich J. Wörtche (ICDM Workshops, 2013)

Anomaly Detection in Sensor Systems Using Lightweight Machine Learning. - Hedde H. W. J. Bosman; Antonio Liotta; Giovanni Iacca; Heinrich J. Wörtche (SMC, 2013)

Memory-saving memetic computing for path-following mobile robots. - Giovanni Iacca; Fabio Caraffini; Ferrante Neri (Appl. Soft Comput., 2013)

Parallel memetic structures. - Fabio Caraffini; Ferrante Neri; Giovanni Iacca; Aran Mol (Inf. Sci., 2013)

Compact Particle Swarm Optimization. - Ferrante Neri; Ernesto Mininno; Giovanni Iacca (Inf. Sci., 2013)

Re-sampled inheritance search: high performance despite the simplicity. - Fabio Caraffini; Ferrante Neri; Benjamin N. Passow; Giovanni Iacca (Soft Comput., 2013)

Distributed optimization in wireless sensor networks: an island-model framework. - Giovanni Iacca (Soft Comput., 2013)

Compact Optimization. - Ferrante Neri; Giovanni Iacca; Ernesto Mininno (Handbook of Optimization, 2013)

A Multi-Objective Relative Clustering Genetic Algorithm with Adaptive Local/Global Search based on Genetic Relatedness. - Iman Gholaminezhad; Giovanni Iacca (EvoApplications, 2014)

A Differential Evolution Framework with Ensemble of Parameters and Strategies and Pool of Local Search Algorithms. - Giovanni Iacca; Ferrante Neri; Fabio Caraffini; Ponnuthurai Nagaratnam Suganthan (EvoApplications, 2014)

A CMA-ES-based 2-stage memetic framework for solving constrained optimization problems. - Vinícius Veloso de Melo; Giovanni Iacca (FOCI, 2014)

The tradeoffs between data delivery ratio and energy costs in wireless sensor networks: a multi-objectiveevolutionary framework for protocol analysis. - Doina Bucur; Giovanni Iacca; Giovanni Squillero; Alberto Paolo Tonda (GECCO, 2014)

Online Fusion of Incremental Learning for Wireless Sensor Networks. - Hedde H. W. J. Bosman; Giovanni Iacca; Heinrich J. Wörtche; Antonio Liotta (ICDM Workshops, 2014)

The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation. - Doina Bucur; Giovanni Iacca; Giovanni Squillero; Alberto Paolo Tonda (Appl. Soft Comput., 2014)

Real-time magnetic dipole detection with single particle optimization. - Giovanni Iacca; Frank Lennart Bakker; Heinrich J. Wörtche (Appl. Soft Comput., 2014)

A modified Covariance Matrix Adaptation Evolution Strategy with adaptive penalty function and restart for constrained optimization. - Vinícius Veloso de Melo; Giovanni Iacca (Expert Syst. Appl., 2014)

Multi-Strategy coevolving aging Particle Optimization. - Giovanni Iacca; Fabio Caraffini; Ferrante Neri (Int. J. Neural Syst., 2014)

Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks. - Doina Bucur; Giovanni Iacca; Giovanni Squillero; Alberto Paolo Tonda (EvoApplications, 2015)

Continuous Parameter Pools in Ensemble Differential Evolution. - Giovanni Iacca; Fabio Caraffini; Ferrante Neri (SSCI, 2015)

Optimizing Feed-Forward Neural Network Topology by Multi-objective Evolutionary Algorithms: A Comparative Study on Biomedical Datasets. - Vitoantonio Bevilacqua; Fabio Cassano; Ernesto Mininno; Giovanni Iacca (WIVACE, 2015)

Introducing Kimeme, a Novel Platform for Multi-disciplinary Multi-objective Optimization. - Giovanni Iacca; Ernesto Mininno (WIVACE, 2015)

Ensembles of incremental learners to detect anomalies in ad hoc sensor networks. - Hedde H. W. J. Bosman; Giovanni Iacca; Arturo Tejada; Heinrich J. Wörtche; Antonio Liotta (Ad Hoc Networks, 2015)

Characterizing topological bottlenecks for data delivery in CTP using simulation-based stress testing with natural selection. - Doina Bucur; Giovanni Iacca; Pieter-Tjerk de Boer (Ad Hoc Networks, 2015)

Influence Maximization in Social Networks with Genetic Algorithms. - Doina Bucur; Giovanni Iacca (EvoApplications (1), 2016)

Gaining Insight into Quality Diversity. - Joshua Evan Auerbach; Giovanni Iacca; Dario Floreano (GECCO (Companion), 2016)

The Seamless Peer and Cloud Evolution Framework. - Guillaume Leclerc; Joshua Evan Auerbach; Giovanni Iacca; Dario Floreano (GECCO, 2016)

Adaptive Bi-objective Genetic Programming for Data-Driven System Modeling. - Vitoantonio Bevilacqua; Nicola Nuzzolese; Ernesto Mininno; Giovanni Iacca (ICIC (3), 2016)

Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms. - Doina Bucur; Giovanni Iacca; Marco Gaudesi; Giovanni Squillero; Alberto Paolo Tonda (Appl. Soft Comput., 2016)

Memetic Viability Evolution for Constrained Optimization. - Andrea Maesani; Giovanni Iacca; Dario Floreano (IEEE Trans. Evol. Comput., 2016)

Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. - Doina Bucur; Giovanni Iacca; Andrea Marcelli; Giovanni Squillero; Alberto Paolo Tonda (EvoApplications (1), 2017)

Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction Among Variables. - Fabio Caraffini; Ferrante Neri; Giovanni Iacca (EvoApplications (1), 2017)

A Framework for Knowledge Integrated Evolutionary Algorithms. - Ahmed Hallawa; Anil Yaman; Giovanni Iacca; Gerd Ascheid (EvoApplications (1), 2017)

Presenting the ECO: Evolutionary Computation Ontology. - Anil Yaman; Ahmed Hallawa; Matt Coler; Giovanni Iacca (EvoApplications (1), 2017)

Energy-efficient environment mapping via evolutionary algorithm optimized multi-agent localization. - Ahmed Hallawa; Stephan Schlupkothen; Giovanni Iacca; Gerd Ascheid (GECCO (Companion), 2017)

Improved search methods for assessing Delay-Tolerant Networks vulnerability to colluding strong heterogeneous attacks. - Doina Bucur; Giovanni Iacca (Expert Syst. Appl., 2017)

Spatial anomaly detection in sensor networks using neighborhood information. - Hedde H. W. J. Bosman; Giovanni Iacca; Arturo Tejada; Heinrich J. Wörtche; Antonio Liotta (Inf. Fusion, 2017)

Improving Multi-objective Evolutionary Influence Maximization in Social Networks. - Doina Bucur; Giovanni Iacca; Andrea Marcelli; Giovanni Squillero; Alberto Paolo Tonda (EvoApplications, 2018)

Multi-strategy Differential Evolution. - Anil Yaman; Giovanni Iacca; Matt Coler; George H. L. Fletcher; Mykola Pechenizkiy (EvoApplications, 2018)

Evaluating surrogate models for multi-objective influence maximization in social networks. - Doina Bucur; Giovanni Iacca; Andrea Marcelli; Giovanni Squillero; Alberto Paolo Tonda (GECCO (Companion), 2018)

Limited evaluation cooperative co-evolutionary differential evolution for large-scale neuroevolution. - Anil Yaman; Decebal Constantin Mocanu; Giovanni Iacca; George H. L. Fletcher; Mykola Pechenizkiy (GECCO, 2018)

Compact Optimization Algorithms with Re-Sampled Inheritance. - Giovanni Iacca; Fabio Caraffini (EvoApplications, 2019)

Evaluating MAP-Elites on constrained optimization problems. - Stefano Fioravanzo; Giovanni Iacca (GECCO (Companion), 2019)

Learning with delayed synaptic plasticity. - Anil Yaman; Giovanni Iacca; Decebal Constantin Mocanu; George H. L. Fletcher; Mykola Pechenizkiy (GECCO, 2019)

Regularized Evolutionary Algorithm for Dynamic Neural Topology Search. - Cristiano Saltori; Subhankar Roy; Nicu Sebe; Giovanni Iacca (ICIAP (1), 2019)

Simulation-Driven Multi-objective Evolution for Traffic Light Optimization. - Alessandro Cacco; Giovanni Iacca (EvoApplications, 2020)

Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution. - Ahmed Hallawa; Simon Schug; Giovanni Iacca; Gerd Ascheid (EvoApplications, 2020)

A MIMD Interpreter for Genetic Programming. - Vinícius Veloso de Melo; Álvaro Luiz Fazenda 001; Léo Françoso Dal Piccol Sotto; Giovanni Iacca (EvoApplications, 2020)

Evolutionary optimization of Drone Trajectories Based on Optimal Reciprocal Collision Avoidance. - Alex Bojeri; Giovanni Iacca (FRUCT, 2020)

Multi-Head CNN-LSTM with Prediction Error Analysis for Remaining Useful Life Prediction. - Hyunho Mo; Federico Lucca; Jonni Malacarne; Giovanni Iacca (FRUCT, 2020)

Novelty producing synaptic plasticity. - Anil Yaman; Giovanni Iacca; Decebal Constantin Mocanu; George Fletcher 001; Mykola Pechenizkiy (GECCO Companion, 2020)

A Genetic Approach to the Ethical Knob. - Giovanni Iacca; Francesca Lagioia; Andrea Loreggia; Giovanni Sartor (JURIX, 2020)

Distributed Embodied Evolution in Networks of Agents. - Anil Yaman; Giovanni Iacca (CoRR, 2020)

Re-sampled inheritance compact optimization. - Giovanni Iacca; Fabio Caraffini (Knowl. Based Syst., 2020)

Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-Based Soft Robots. - Andrea Ferigo; Giovanni Iacca; Eric Medvet (EvoApplications, 2021)

Evo-RL: evolutionary-driven reinforcement learning. - Ahmed Hallawa; Thorsten Born; Anke Schmeink; Guido Dartmann; Arne Peine; Lukas Martin; Giovanni Iacca; A. E. Eiben; Gerd Ascheid (GECCO Companion, 2021)

Graph-aware evolutionary algorithms for influence maximization. - Kateryna Konotopska; Giovanni Iacca (GECCO Companion, 2021)

Genetic improvement of routing in delay tolerant networks. - Michela Lorandi; Leonardo Lucio Custode; Giovanni Iacca (GECCO Companion, 2021)

A signal-centric perspective on the evolution of symbolic communication. - Quintino Francesco Lotito; Leonardo Lucio Custode; Giovanni Iacca (GECCO, 2021)

Black-box adversarial attacks using evolution strategies. - Hao Qiu; Leonardo Lucio Custode; Giovanni Iacca (GECCO Companion, 2021)

Seeking quality diversity in evolutionary co-design of morphology and control of soft tensegrity modular robots. - Enrico Zardini; Davide Zappetti; Davide Zambrano; Giovanni Iacca; Dario Floreano (GECCO, 2021)

Promoting Behavioral Diversity via Multi-Objective/Quality-Diversity Novelty Producing Synaptic Plasticity. - Edoardo Bizzotto; Anil Yaman; Giovanni Iacca (SSCI, 2021)

One run to attack them all: finding simultaneously multiple targeted adversarial perturbations. - Leonardo Lucio Custode; Giovanni Iacca (SSCI, 2021)

A co-evolutionary approach to interpretable reinforcement learning in environments with continuous action spaces. - Leonardo Lucio Custode; Giovanni Iacca (SSCI, 2021)

Evolutionary neural architecture search for remaining useful life prediction. - Hyunho Mo; Leonardo Lucio Custode; Giovanni Iacca (Appl. Soft Comput., 2021)

Distributed embodied evolution over networks. - Anil Yaman; Giovanni Iacca (Appl. Soft Comput., 2021)

Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. - Anil Yaman; Giovanni Iacca; Decebal Constantin Mocanu; Matt Coler; George Fletcher 001; Mykola Pechenizkiy (Evol. Comput., 2021)

An improved Jaya optimization algorithm with Lévy flight. - Giovanni Iacca; Vlademir Celso dos Santos Junior; Vinícius Veloso de Melo (Expert Syst. Appl., 2021)

A compact compound sinusoidal differential evolution algorithm for solving optimisation problems in memory-constrained environments. - Souheila Khalfi; Amer Draa; Giovanni Iacca (Expert Syst. Appl., 2021)

An evolutionary framework for maximizing influence propagation in social networks. - Giovanni Iacca; Kateryna Konotopska; Doina Bucur; Alberto Tonda (Softw. Impacts, 2021)

Genetic Improvement of Routing Protocols for Delay Tolerant Networks. - Michela Lorandi; Leonardo Lucio Custode; Giovanni Iacca (ACM Trans. Evol. Learn. Optim., 2021)

Genetic Improvement of TCP Congestion Avoidance. - Alberto Carbognin; Leonardo Lucio Custode; Giovanni Iacca (BIOMA, 2022)

Towards Interpretable Policies in Multi-agent Reinforcement Learning Tasks. - Marco Crespi; Leonardo Lucio Custode; Giovanni Iacca (BIOMA, 2022)

Accelerating Evolutionary Neural Architecture Search for Remaining Useful Life Prediction. - Hyunho Mo; Giovanni Iacca (BIOMA, 2022)

Neuroevolution of Spiking Neural P Systems. - Leonardo Lucio Custode; Hyunho Mo; Giovanni Iacca (EvoApplications, 2022)

Multi-objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction. - Hyunho Mo; Giovanni Iacca (EvoApplications, 2022)

McCall, David Walker: The intersection of evolutionary computation and explainable AI. - Jaume Bacardit; Alexander E. I. Brownlee; Stefano Cagnoni; Giovanni Iacca; John A. W (GECCO Companion, 2022)

Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs. - Leonardo Lucio Custode; Giovanni Iacca (GECCO Companion, 2022)

Interpretable AI for policy-making in pandemics. - Leonardo Lucio Custode; Giovanni Iacca (GECCO Companion, 2022)

Reinforcement learning based adaptive metaheuristics. - Michele Tessari; Giovanni Iacca (GECCO Companion, 2022)

Large-Scale Multi-objective Influence Maximisation with Network Downscaling. - Elia Cunegatti; Giovanni Iacca; Doina Bucur (PPSN (2), 2022)

Evolutionary Optimization of Spiking Neural P Systems for Remaining Useful Life Prediction. - Leonardo Lucio Custode; Hyunho Mo; Andrea Ferigo; Giovanni Iacca (Algorithms, 2022)

Temporal super-resolution of echocardiography using a novel high-precision non-polynomial interpolation. - Sajjad Afrakhteh; Hamed Jalilian; Giovanni Iacca; Libertario Demi (Biomed. Signal Process. Control., 2022)

Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs. - Leonardo Lucio Custode; Giovanni Iacca (CoRR, 2022)

The emergence of division of labor through decentralized social sanctioning. - Anil Yaman; Joel Z. Leibo; Giovanni Iacca; Sang Wan Lee (CoRR, 2022)

Optimizing the Sensory Apparatus of Voxel-Based Soft Robots Through Evolution and Babbling. - Andrea Ferigo; Eric Medvet; Giovanni Iacca (SN Comput. Sci., 2022)

Cluster-centroid-based mutation strategies for Differential Evolution. - Giovanni Iacca; Vinícius Veloso de Melo (Soft Comput., 2022)

On the use of single non-uniform mutation in lightweight metaheuristics. - Souheila Khalfi; Giovanni Iacca; Amer Draa (Soft Comput., 2022)

An improved Jaya optimization algorithm with ring topology and population size reduction. - Mahamed G. H. Omran; Giovanni Iacca (J. Intell. Syst., 2022)

FedEdge: Federated Learning with Docker and Kubernetes forScalable and Efficient Edge Computing. - Mir Hassan; Leonardo Lucio Custode; Kasim Sinan Yildirim; Giovanni Iacca (EWSN, 2023)

Evolutionary F1 Race Strategy. - Andrea Bonomi; Evelyn Turri; Giovanni Iacca (GECCO Companion, 2023)

Self-Building Neural Networks. - Andrea Ferigo; Giovanni Iacca (GECCO Companion, 2023)

Explainability and Real-Time in Music Information Retrieval: Motivations and Possible Scenarios. - Michele Rossi; Giovanni Iacca; Luca Turchet (IS2, 2023)

Quality Diversity Evolutionary Learning of Decision Trees. - Andrea Ferigo; Leonardo Lucio Custode; Giovanni Iacca (SAC, 2023)

Evolutionary Learning of Interpretable Decision Trees. - Leonardo Lucio Custode; Giovanni Iacca (IEEE Access, 2023)

Peeking inside Sparse Neural Networks using Multi-Partite Graph Representations. - Elia Cunegatti; Doina Bucur; Giovanni Iacca (CoRR, 2023)

Online distributed evolutionary optimization of Time Division Multiple Access protocols. - Anil Yaman; Tim van der Lee; Giovanni Iacca (Expert Syst. Appl., 2023)

Metaheuristics in the Balance: A Survey on Memory-Saving Approaches for Platforms with Seriously Limited Resources. - Souheila Khalfi; Fabio Caraffini; Giovanni Iacca (Int. J. Intell. Syst., 2023)

Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees. - Leonardo Lucio Custode; Federico Mento; Francesco Tursi; Andrea Smargiassi; Riccardo Inchingolo; Tiziano Perrone; Libertario Demi; Giovanni Iacca (Appl. Soft Comput., 2023)

A single-solution-compact hybrid algorithm for continuous optimization. - Souheila Khalfi; Giovanni Iacca; Amer Draa (Memetic Comput., 2023)

Evolving Hebbian Learning Rules in Voxel-Based Soft Robots. - Andrea Ferigo; Giovanni Iacca; Eric Medvet; Federico Pigozzi (IEEE Trans. Cogn. Dev. Syst., 2023)

A population-based approach for multi-agent interpretable reinforcement learning. - Marco Crespi; Andrea Ferigo; Leonardo Lucio Custode; Giovanni Iacca (Appl. Soft Comput., 2023)

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning. - Matteo Farina; Massimiliano Mancini; Elia Cunegatti; Gaowen Liu; Giovanni Iacca; Elisa Ricci 001 (CVPR, 2024)

A Reinforcement Learning Method to Minimize the Damage on a Falling Ballbot. - Giulia Buzzetti; Davide Zappetti; Giovanni Iacca (ERF (1), 2024)

Awareness in Robotics: An Early Perspective from the Viewpoint of the EIC Pathfinder Challenge "Awareness Inside". - Cosimo Della Santina; Carlos Hernández Corbato; Burak Sisman; Luis A. Leiva; Ioannis Arapakis; Michalis Vakalellis; Jean Vanderdonckt; Luis Fernando D'Haro; Guido Manzi; Cristina Becchio; Aïda Elamrani; Mohsen Alirezaei; et al. (ERF (1), 2024)

Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation. - Erdi Sayar; Vladislav Vintaykin; Giovanni Iacca; Alois Knoll (EvoApplications@EvoStar, 2024)

Low-Memory Matrix Adaptation Evolution Strategies Exploiting Gradient Information and Lévy Flight. - Riccardo Lunelli; Giovanni Iacca (EvoApplications@EvoStar, 2024)

The Effect of Training Schedules on Morphological Robustness and Generalization. - Edoardo Barba; Anil Yaman; Giovanni Iacca (GECCO Companion, 2024)

Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. - Elia Cunegatti; Leonardo Lucio Custode; Giovanni Iacca (GECCO Companion, 2024)

An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. - Leonardo Lucio Custode; Fabio Caraffini; Anil Yaman; Giovanni Iacca (GECCO Companion, 2024)

NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks. - Leonardo Lucio Custode; Ivanoe De Falco; Antonio Della Cioppa; Giovanni Iacca; Umberto Scafuri (GECCO, 2024)

Comparing Large Language Models and Grammatical Evolution for Code Generation. - Leonardo Lucio Custode; Chiara Camilla Rambaldi Migliore; Marco Roveri; Giovanni Iacca (GECCO Companion, 2024)

Neuron-centric Hebbian Learning. - Andrea Ferigo; Elia Cunegatti; Giovanni Iacca (GECCO, 2024)

Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach. - Vinícius Veloso de Melo; Wolfgang Banzhaf; Giovanni Iacca (GECCO Companion, 2024)

Balancing human livability and bumblebee population in urban green areas via Agent-Based Model and Evolutionary Algorithms. - Chiara Camilla Rambaldi Migliore; Omar Rota Stabelli; Giovanni Iacca (GECCO Companion, 2024)

Multi-Objective Evolutionary Hindsight Experience Replay for Robot Manipulation Tasks. - Erdi Sayar; Giovanni Iacca; Alois Knoll (GECCO, 2024)

Frustratingly Easy Test-Time Adaptation of Vision-Language Models. - Matteo Farina; Gianni Franchi; Giovanni Iacca; Massimiliano Mancini; Elisa Ricci 001 (NeurIPS, 2024)

Diffusion-based Curriculum Reinforcement Learning. - Erdi Sayar; Giovanni Iacca; Ozgur S. Oguz; Alois Knoll (NeurIPS, 2024)

Influence Maximization in Hypergraphs Using Multi-Objective Evolutionary Algorithms. - Stefano Genetti; Eros Ribaga; Elia Cunegatti; Quintino F. Lotito; Giovanni Iacca (PPSN (4), 2024)

A Bin-Packing Formulation for Radiotherapy Treatment Scheduling (short paper). - Chiara Camilla Rambaldi Migliore; Giovanni Iacca; Marco Roveri (AI4CC-IPS-RCRA-SPIRIT@AI*IA, 2024)

Fast-Inf: Ultra-Fast Embedded Intelligence on the Batteryless Edge. - Leonardo Lucio Custode; Pietro Farina; Eren Yildiz; Renan Beran Kilic; Kasim Sinan Yildirim; Giovanni Iacca (SenSys, 2024)

Curriculum Learning for Robot Manipulation Tasks With Sparse Reward Through Environment Shifts. - Erdi Sayar; Giovanni Iacca; Alois Knoll (IEEE Access, 2024)

Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems. - Ryan Zhou; Jaume Bacardit; Alexander E. I. Brownlee; Stefano Cagnoni; Martin Fyvie; Giovanni Iacca; John A. W. McCall; Niki van Stein; David Walker 003; Ting Hu 001 (CoRR, 2024)

Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training. - Elia Cunegatti; Leonardo Lucio Custode; Giovanni Iacca (CoRR, 2024)

Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations. - Elia Cunegatti; Matteo Farina; Doina Bucur; Giovanni Iacca (Trans. Mach. Learn. Res., 2024)

Evolutionary Optimization of Convolutional Extreme Learning Machine for Remaining Useful Life Prediction. - Hyunho Mo; Giovanni Iacca (SN Comput. Sci., 2024)

Low-complexity lung ultrasound video scoring by means of intensity projection-based video compression. - Umair Khan; Sajjad Afrakhteh; Federico Mento; Gizem Mert; Andrea Smargiassi; Riccardo Inchingolo; Francesco Tursi; Veronica Narvena Macioce; Tiziano Perrone; Giovanni Iacca; Libertario Demi (Comput. Biol. Medicine, 2024)

Introduction to the Special Issue on Explainable AI in Evolutionary Computation. - Jaume Bacardit; Alexander E. I. Brownlee; Stefano Cagnoni; Giovanni Iacca; John A. W. McCall; David J. Walker (ACM Trans. Evol. Learn. Optim., 2024)

Time Efficient Ultrasound Localization Microscopy Based on A Novel Radial Basis Function 2D Interpolation. - Giulia Tuccio; Sajjad Afrakhteh; Giovanni Iacca; Libertario Demi (IEEE Trans. Medical Imaging, 2024)

A co-evolutionary algorithm with adaptive penalty function for constrained optimization. - Vinícius Veloso de Melo; Alexandre Moreira Nascimento; Giovanni Iacca (Soft Comput., 2024)

SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks. - Mátyás Vincze; Laura Ferrarotti; Leonardo Lucio Custode; Bruno Lepri; Giovanni Iacca (AAAI, 2025)

Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages. - Matteo Farina; Massimiliano Mancini; Giovanni Iacca; Elisa Ricci 001 (CVPR, 2025)

Social Interpretable Reinforcement Learning. - Leonardo Lucio Custode; Giovanni Iacca (EvoApplications (2), 2025)

Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management. - Stefano Genetti; Alberto Longobardi; Giovanni Iacca (EvoApplications (2), 2025)

A Genetic Algorithm-Based Parameter Selection for Communication-Efficient Federated Learning. - Mir Hassan; Kasim Sinan Yildirim; Giovanni Iacca (EvoApplications (2), 2025)

Multi-objective Evolutionary Optimization of Virtualized Fast Feedforward Networks. - Renan Beran Kilic; Kasim Sinan Yildirim; Giovanni Iacca (EvoApplications (2), 2025)

Addressing Radiotherapy Scheduling with a Bin Packing Problem Formulation: A Comparative Study of Exact Solvers and Genetic Algorithms. - Chiara Camilla Rambaldi Migliore; David Stanicel; Marco Roveri; Giovanni Iacca (EvoApplications (2), 2025)

A Coach-Based Quality-Diversity Approach for Multi-agent Interpretable Reinforcement Learning. - Erik Nielsen; Andrea Ferigo; Giovanni Iacca (EvoApplications (2), 2025)

A customer behavior-driven clustering method in the planogram design domain. - Francesco Silverio; Mario Cantalupo; Leonardo Lucio Custode; Giovanni Iacca (Appl. Soft Comput., 2025)

Totipotent neural controllers for modular soft robots: Achieving specialization in body-brain co-evolution through Hebbian learning. - Andrea Ferigo; Giovanni Iacca; Eric Medvet; Giorgia Nadizar (Neurocomputing, 2025)

2SSP: A Two-Stage Framework for Structured Pruning of LLMs. - Fabrizio Sandri; Elia Cunegatti; Giovanni Iacca (Trans. Mach. Learn. Res., 2025)

Nature's Insight: A Novel Framework and Comprehensive Analysis of Agentic Reasoning Through the Lens of Neuroscience. - Zinan Liu; Haoran Li; Jingyi Lu; Gaoyuan Ma; Xu Hong; Giovanni Iacca; Arvind Kumar; Shaojun Tang; Lin Wang (CoRR, 2025)

Neural Brain: A Neuroscience-inspired Framework for Embodied Agents. - Jian Liu 014; Xiongtao Shi; Thai Duy Nguyen; Haitian Zhang; Tianxiang Zhang; Wei Sun 028; Yanjie Li; Athanasios V. Vasilakos; Giovanni Iacca; Arshad Ali Khan; Arvind Kumar; Jae Won Cho; et al. (CoRR, 2025)

Quality-diversity optimization of decision trees for interpretable reinforcement learning. - Andrea Ferigo; Leonardo Lucio Custode; Giovanni Iacca (Neural Comput. Appl., 2025)

Introduction to the Special Issue on Explainable AI in Evolutionary Computation - Part 2. - Jaume Bacardit; Alexander E. I. Brownlee; Stefano Cagnoni; Giovanni Iacca; John McCall 001; David Walker 003 (ACM Trans. Evol. Learn. Optim., 2025)