Giovanni Iacca

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 129

Top Venues

Publications

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, Ginevra Castellano, Dimos V. Dimarogonas, Arabinda Ghosh, Sofie Haesaert, Sadegh Soudjani, Sybert Stroeve, Paul F. M. J. Verschure, Davide Bacciu, Ophelia Deroy, Bahador Bahrami, Claudio Gallicchio, Sabine Hauert, Ricardo Sanz, Pablo Lanillos, Giovanni Iacca, Stephan Sigg, Manel Gasulla, Luc Steels, Carles Sierra
Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge "Awareness Inside". CoRR (2024)
Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations. Trans. Mach. Learn. Res. 2024 (2024)
Edoardo Barba, Anil Yaman, Giovanni Iacca
The Effect of Training Schedules on Morphological Robustness and Generalization. GECCO Companion (2024)
Andrea Ferigo, Elia Cunegatti, Giovanni Iacca
Neuron-centric Hebbian Learning. CoRR (2024)
Stefano Genetti, Eros Ribaga, Elia Cunegatti, Quintino Francesco Lotito, Giovanni Iacca
Influence Maximization in Hypergraphs using Multi-Objective Evolutionary Algorithms. CoRR (2024)
Umair Khan, Sajjad Afrakhteh, Federico Mento, Gizem Mert, Andrea Smargiassi, Riccardo Inchingolo, Francesco Tursi, Veronica Narvena Macioce, Tiziano Perrone, Giovanni Iacca, Libertario Demi
Low-complexity lung ultrasound video scoring by means of intensity projection-based video compression. Comput. Biol. Medicine 169 (2024)
Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. CoRR (2024)
Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John A. W. McCall, David J. Walker
Introduction to the Special Issue on Explainable AI in Evolutionary Computation. ACM Trans. Evol. Learn. Optim. 4 (1) (2024)
Chiara Camilla Rambaldi Migliore, Omar Rota Stabelli, Giovanni Iacca
Balancing human livability and bumblebee population in urban green areas via Agent-Based Model and Evolutionary Algorithms. GECCO Companion (2024)
Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci
Frustratingly Easy Test-Time Adaptation of Vision-Language Models. CoRR (2024)
Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. GECCO Companion (2024)
Riccardo Lunelli, Giovanni Iacca
Low-Memory Matrix Adaptation Evolution Strategies Exploiting Gradient Information and Lévy Flight. EvoApplications@EvoStar (2024)
Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning. CoRR (2024)
Leonardo Lucio Custode, Giovanni Iacca
Social Interpretable Reinforcement Learning. CoRR (2024)
Leonardo Lucio Custode, Chiara Camilla Migliore Rambaldi, Marco Roveri, Giovanni Iacca
Comparing Large Language Models and Grammatical Evolution for Code Generation. GECCO Companion (2024)
Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca
An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. GECCO Companion (2024)
Hyunho Mo, Giovanni Iacca
Evolutionary Optimization of Convolutional Extreme Learning Machine for Remaining Useful Life Prediction. SN Comput. Sci. 5 (1) (2024)
Edoardo Barba, Anil Yaman, Giovanni Iacca
The Effect of Training Schedules on Morphological Robustness and Generalization. CoRR (2024)
Erdi Sayar, Giovanni Iacca, Alois Knoll
Multi-Objective Evolutionary Hindsight Experience Replay for Robot Manipulation Tasks. GECCO (2024)
Giulia Tuccio, Sajjad Afrakhteh, Giovanni Iacca, Libertario Demi
Time Efficient Ultrasound Localization Microscopy Based on A Novel Radial Basis Function 2D Interpolation. IEEE Trans. Medical Imaging 43 (5) (2024)
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, John A. W. McCall, Niki van Stein, David Walker, Ting Hu
Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems. CoRR (2024)
Vinícius Veloso de Melo, Wolfgang Banzhaf, Giovanni Iacca
Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach. GECCO Companion (2024)
Leonardo Lucio Custode, Ivanoe De Falco, Antonio Della Cioppa, Giovanni Iacca, Umberto Scafuri
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks. GECCO (2024)
Erdi Sayar, Vladislav Vintaykin, Giovanni Iacca, Alois Knoll
Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation. EvoApplications@EvoStar (2024)
Andrea Ferigo, Elia Cunegatti, Giovanni Iacca
Neuron-centric Hebbian Learning. GECCO (2024)
Erdi Sayar, Giovanni Iacca, Alois Knoll
Curriculum Learning for Robot Manipulation Tasks With Sparse Reward Through Environment Shifts. IEEE Access 12 (2024)
Marco Crespi, Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
A population-based approach for multi-agent interpretable reinforcement learning. Appl. Soft Comput. 147 (2023)
Mir Hassan, Leonardo Lucio Custode, Kasim Sinan Yildirim, Giovanni Iacca
FedEdge: Federated Learning with Docker and Kubernetes forScalable and Efficient Edge Computing. EWSN (2023)
Leonardo Lucio Custode, Federico Mento, Francesco Tursi, Andrea Smargiassi, Riccardo Inchingolo, Tiziano Perrone, Libertario Demi, Giovanni Iacca
Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees. Appl. Soft Comput. 133 (2023)
Souheila Khalfi, Fabio Caraffini, Giovanni Iacca
Metaheuristics in the Balance: A Survey on Memory-Saving Approaches for Platforms with Seriously Limited Resources. Int. J. Intell. Syst. 2023 (2023)
Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
Quality Diversity Evolutionary Learning of Decision Trees. SAC (2023)
Andrea Ferigo, Giovanni Iacca, Eric Medvet, Federico Pigozzi
Evolving Hebbian Learning Rules in Voxel-Based Soft Robots. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Andrea Ferigo, Giovanni Iacca
Self-building Neural Networks. CoRR (2023)
Souheila Khalfi, Giovanni Iacca, Amer Draa
A single-solution-compact hybrid algorithm for continuous optimization. Memetic Comput. 15 (2) (2023)
Elia Cunegatti, Doina Bucur, Giovanni Iacca
Peeking inside Sparse Neural Networks using Multi-Partite Graph Representations. CoRR (2023)
Leonardo Lucio Custode, Giovanni Iacca
Evolutionary Learning of Interpretable Decision Trees. IEEE Access 11 (2023)
Andrea Ferigo, Giovanni Iacca
Self-Building Neural Networks. GECCO Companion (2023)
Anil Yaman, Tim van der Lee, Giovanni Iacca
Online distributed evolutionary optimization of Time Division Multiple Access protocols. Expert Syst. Appl. 211 (2023)
Andrea Bonomi, Evelyn Turri, Giovanni Iacca
Evolutionary F1 Race Strategy. GECCO Companion (2023)
Andrea Ferigo, Eric Medvet, Giovanni Iacca
Optimizing the Sensory Apparatus of Voxel-Based Soft Robots Through Evolution and Babbling. SN Comput. Sci. 3 (2) (2022)
Leonardo Lucio Custode, Giovanni Iacca
Interpretable AI for policy-making in pandemics. CoRR (2022)
Leonardo Lucio Custode, Giovanni Iacca
Interpretable AI for policy-making in pandemics. GECCO Companion (2022)
Leonardo Lucio Custode, Hyunho Mo, Andrea Ferigo, Giovanni Iacca
Evolutionary Optimization of Spiking Neural P Systems for Remaining Useful Life Prediction. Algorithms 15 (3) (2022)
Souheila Khalfi, Giovanni Iacca, Amer Draa
On the use of single non-uniform mutation in lightweight metaheuristics. Soft Comput. 26 (5) (2022)
Hyunho Mo, Giovanni Iacca
Accelerating Evolutionary Neural Architecture Search for Remaining Useful Life Prediction. BIOMA (2022)
Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
Quality Diversity Evolutionary Learning of Decision Trees. CoRR (2022)
Anil Yaman, Tim van der Lee, Giovanni Iacca
Online Distributed Evolutionary Optimization of Time Division Multiple Access Protocols. CoRR (2022)
Michele Tessari, Giovanni Iacca
Reinforcement learning based adaptive metaheuristics. GECCO Companion (2022)
Elia Cunegatti, Giovanni Iacca, Doina Bucur
Large-scale multi-objective influence maximisation with network downscaling. CoRR (2022)
Leonardo Lucio Custode, Giovanni Iacca
Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs. CoRR (2022)
Sajjad Afrakhteh, Hamed Jalilian, Giovanni Iacca, Libertario Demi
Temporal super-resolution of echocardiography using a novel high-precision non-polynomial interpolation. Biomed. Signal Process. Control. 78 (2022)
Marco Crespi, Leonardo Lucio Custode, Giovanni Iacca
Towards Interpretable Policies in Multi-agent Reinforcement Learning Tasks. BIOMA (2022)
Hyunho Mo, Giovanni Iacca
Multi-objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction. EvoApplications (2022)
Giovanni Iacca, Vinícius Veloso de Melo
Cluster-centroid-based mutation strategies for Differential Evolution. Soft Comput. 26 (4) (2022)
Mahamed G. H. Omran, Giovanni Iacca
An improved Jaya optimization algorithm with ring topology and population size reduction. J. Intell. Syst. 31 (1) (2022)
Leonardo Lucio Custode, Giovanni Iacca
Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs. GECCO Companion (2022)
Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John A. W
McCall, David Walker: The intersection of evolutionary computation and explainable AI. GECCO Companion (2022)
Elia Cunegatti, Giovanni Iacca, Doina Bucur
Large-Scale Multi-objective Influence Maximisation with Network Downscaling. PPSN (2) (2022)
Anil Yaman, Joel Z. Leibo, Giovanni Iacca, Sang Wan Lee
The emergence of division of labor through decentralized social sanctioning. CoRR (2022)
Alberto Carbognin, Leonardo Lucio Custode, Giovanni Iacca
Genetic Improvement of TCP Congestion Avoidance. BIOMA (2022)
Leonardo Lucio Custode, Hyunho Mo, Giovanni Iacca
Neuroevolution of Spiking Neural P Systems. EvoApplications (2022)
Michele Tessari, Giovanni Iacca
Reinforcement learning based adaptive metaheuristics. CoRR (2022)
Enrico Zardini, Davide Zappetti, Davide Zambrano, Giovanni Iacca, Dario Floreano
Seeking Quality Diversity in Evolutionary Co-design of Morphology and Control of Soft Tensegrity Modular Robots. CoRR (2021)
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
Evo-RL: evolutionary-driven reinforcement learning. GECCO Companion (2021)
Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
Genetic Improvement of Routing Protocols for Delay Tolerant Networks. ACM Trans. Evol. Learn. Optim. 1 (1) (2021)
Leonardo Lucio Custode, Giovanni Iacca
A co-evolutionary approach to interpretable reinforcement learning in environments with continuous action spaces. SSCI (2021)
Anil Yaman, Giovanni Iacca
Distributed embodied evolution over networks. Appl. Soft Comput. 101 (2021)
Edoardo Bizzotto, Anil Yaman, Giovanni Iacca
Promoting Behavioral Diversity via Multi-Objective/Quality-Diversity Novelty Producing Synaptic Plasticity. SSCI (2021)
Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
Black-box adversarial attacks using Evolution Strategies. CoRR (2021)
Andrea Ferigo, Giovanni Iacca, Eric Medvet
Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-Based Soft Robots. EvoApplications (2021)
Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
Black-box adversarial attacks using evolution strategies. GECCO Companion (2021)
Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
A Signal-Centric Perspective on the Evolution of Symbolic Communication. CoRR (2021)
Leonardo Lucio Custode, Giovanni Iacca
One run to attack them all: finding simultaneously multiple targeted adversarial perturbations. SSCI (2021)
Giovanni Iacca, Vlademir Celso dos Santos Junior, Vinícius Veloso de Melo
An improved Jaya optimization algorithm with Lévy flight. Expert Syst. Appl. 165 (2021)
Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, Matt Coler, George Fletcher, Mykola Pechenizkiy
Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Evol. Comput. 29 (3) (2021)
Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
Genetic improvement of routing in delay tolerant networks. GECCO Companion (2021)
Souheila Khalfi, Amer Draa, Giovanni Iacca
A compact compound sinusoidal differential evolution algorithm for solving optimisation problems in memory-constrained environments. Expert Syst. Appl. 186 (2021)
Enrico Zardini, Davide Zappetti, Davide Zambrano, Giovanni Iacca, Dario Floreano
Seeking quality diversity in evolutionary co-design of morphology and control of soft tensegrity modular robots. GECCO (2021)
Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
Genetic Improvement of Routing Protocols for Delay Tolerant Networks. CoRR (2021)
Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
A signal-centric perspective on the evolution of symbolic communication. GECCO (2021)
Giovanni Iacca, Kateryna Konotopska, Doina Bucur, Alberto Tonda
An evolutionary framework for maximizing influence propagation in social networks. Softw. Impacts 9 (2021)
Kateryna Konotopska, Giovanni Iacca
Graph-aware evolutionary algorithms for influence maximization. GECCO Companion (2021)
Hyunho Mo, Leonardo Lucio Custode, Giovanni Iacca
Evolutionary neural architecture search for remaining useful life prediction. Appl. Soft Comput. 108 (2021)
Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
A Framework for Knowledge Integrated Evolutionary Algorithms. CoRR (2021)
Kateryna Konotopska, Giovanni Iacca
Graph-Aware Evolutionary Algorithms for Influence Maximization. CoRR (2021)
Hyunho Mo, Federico Lucca, Jonni Malacarne, Giovanni Iacca
Multi-Head CNN-LSTM with Prediction Error Analysis for Remaining Useful Life Prediction. FRUCT (2020)
Giovanni Iacca, Francesca Lagioia, Andrea Loreggia, Giovanni Sartor
A Genetic Approach to the Ethical Knob. JURIX (2020)
Alessandro Cacco, Giovanni Iacca
Simulation-Driven Multi-objective Evolution for Traffic Light Optimization. EvoApplications (2020)
Giovanni Iacca, Fabio Caraffini
Re-sampled inheritance compact optimization. Knowl. Based Syst. 208 (2020)
Anil Yaman, Giovanni Iacca
Distributed Embodied Evolution in Networks of Agents. CoRR (2020)
Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George H. L. Fletcher, Mykola Pechenizkiy
Novelty Producing Synaptic Plasticity. CoRR (2020)
Ahmed Hallawa, Simon Schug, Giovanni Iacca, Gerd Ascheid
Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution. EvoApplications (2020)
Vinícius Veloso de Melo, Álvaro Luiz Fazenda, Léo Françoso Dal Piccol Sotto, Giovanni Iacca
A MIMD Interpreter for Genetic Programming. EvoApplications (2020)
Alex Bojeri, Giovanni Iacca
Evolutionary optimization of Drone Trajectories Based on Optimal Reciprocal Collision Avoidance. FRUCT (2020)
Leonardo Lucio Custode, Giovanni Iacca
Evolutionary learning of interpretable decision trees. CoRR (2020)
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
EVO-RL: Evolutionary-Driven Reinforcement Learning. CoRR (2020)
Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George Fletcher, Mykola Pechenizkiy
Novelty producing synaptic plasticity. GECCO Companion (2020)
Stefano Fioravanzo, Giovanni Iacca
Evaluating MAP-Elites on Constrained Optimization Problems. CoRR (2019)
Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George H. L. Fletcher, Mykola Pechenizkiy
Learning with Delayed Synaptic Plasticity. CoRR (2019)
Giovanni Iacca, Fabio Caraffini
Compact Optimization Algorithms with Re-Sampled Inheritance. EvoApplications (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giovanni Iacca