Giovanni Iacca

218 papers A* 5A 9B 20C 2Misc 4Journal 107Unranked 70

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Carbon Intensity Forecasting with On-Site Renewables for Sustainable AI Workload Scheduling. GreenSys Matteo Zanotto, Gabriele Padovani, Giovanni Iacca, Sandro Fiore
2026	J	`jnl`	Frequency Matters: Fast Model-Agnostic Data Curation for Pruning and Quantization. CoRR Francesco Pio Monaco, Elia Cunegatti, Flavio Vella, Giovanni Iacca
2026	J	`jnl`	Generative AI collective behavior needs an interactionist paradigm. CoRR Laura Ferrarotti, Gian Maria Campedelli, Roberto Dessì, Andrea Baronchelli, Giovanni Iacca, Kathleen M. Carley, Alex Pentland, Joel Z. Leibo, James Evans, Bruno Lepri
2026	J	`jnl`	PesTwin: a biology-informed Digital Twin for enabling precision farming. CoRR Andrea De Antoni, Matteo Rucco, Alberto Maria Cattaneo, Ege Gezer, Giuseppe Sulis, Paola Draicchio, Giovanni Iacca, Andrea Pugliese, Maria Vittoria Mancini
2025	J	`jnl`	2SSP: A Two-Stage Framework for Structured Pruning of LLMs. CoRR Fabrizio Sandri, Elia Cunegatti, Giovanni Iacca
2025	J	`jnl`	2SSP: A Two-Stage Framework for Structured Pruning of LLMs. Trans. Mach. Learn. Res. Fabrizio Sandri, Elia Cunegatti, Giovanni Iacca
2025	—	`conf`	A Coach-Based Quality-Diversity Approach for Multi-agent Interpretable Reinforcement Learning. EvoApplications (2) Erik Nielsen, Andrea Ferigo, Giovanni Iacca
2025	—	`conf`	A Federated Multi-Task Learning Framework with Dual Attention Mechanisms for Smart Buildings. VTC2025-Spring Mir Hassan, Kasim Sinan Yildrim, Giovanni Iacca
2025	—	`conf`	A Genetic Algorithm-Based Parameter Selection for Communication-Efficient Federated Learning. EvoApplications (2) Mir Hassan, Kasim Sinan Yildirim, Giovanni Iacca
2025	—	`conf`	A Hybrid Constrained Programming with Genetic Algorithm for the Job Shop Scheduling Problem. GECCO Companion Alessandro Lorenzi, Stefano Genetti, Chiara Camilla Rambaldi Migliore, Marco Roveri, Giovanni Iacca
2025	C	`conf`	A Multi-policy Approach Based on Clustering for Minimizing the Damage on a Falling Ballbot. CoDIT Giulia Buzzetti, Michel Aractingi, Davide Zappetti, Giovanni Iacca
2025	—	`conf`	A TinyML Approach for the Classification of Bean Crop Diseases. VTC2025-Spring Mir Hassan, Wamiq Raza, Varvara Fadeeva, Leonardo Lucio Custode, Giovanni Iacca
2025	J	`jnl`	A customer behavior-driven clustering method in the planogram design domain. Appl. Soft Comput. Francesco Silverio, Mario Cantalupo, Leonardo Lucio Custode, Giovanni Iacca
2025	—	`conf`	ACAI: Awareness and Consciousness in Artificial Intelligence. UbiComp Companion Si Zuo, Xujun Ma, Giovanni Iacca
2025	—	`conf`	Addressing Radiotherapy Scheduling with a Bin Packing Problem Formulation: A Comparative Study of Exact Solvers and Genetic Algorithms. EvoApplications (2) Chiara Camilla Rambaldi Migliore, David Stanicel, Marco Roveri, Giovanni Iacca
2025	J	`jnl`	Advancing guitar emotion recognition through audio data augmentation to enhance smart musical instruments. EURASIP J. Audio Speech Music. Process. Michele Rossi, Giovanni Iacca, Luca Turchet
2025	—	`conf`	Decentralized IoT-Edge Computing: An LSTM-Based Federated Learning Framework for Personalized Task Failure Prediction. VTC2025-Spring Nawaz Ali, Mir Hassan, Ali Hassan Sodhro, Gianluca Aloi, Raffaele Gravina, Claudio Savaglio, Giovanni Iacca, Giancarlo Fortino
2025	—	`conf`	Enhancing Communication-Efficient Federated Learning for Human Activity Recognition Through Knowledge Distillation. VTC2025-Spring Hafiz Muhammad Bilal, Mir Hassan, Giovanni Iacca
2025	J	`jnl`	Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems. IEEE Trans. Evol. Comput. Ryan Zhou, Jaume Bacardit, Alexander Edward Ian Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, John A. W. McCall, Niki van Stein, David Walker, Ting Hu
2025	—	`conf`	Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management. EvoApplications (2) Stefano Genetti, Alberto Longobardi, Giovanni Iacca
2025	J	`jnl`	Evolutionary Reinforcement Learning for Interpretable Decision-Making in Supply Chain Management. CoRR Stefano Genetti, Alberto Longobardi, Giovanni Iacca
2025	—	`conf`	Interactive Evolutionary Optimization of Visual Explainable AI through Gestalt Principles with Human Feedback. GECCO Companion Doina Bucur, Sara Miotto, Leonardo Lucio Custode, Chiara Camilla Rambaldi Migliore, Giovanni Iacca
2025	J	`jnl`	Introduction to the Special Issue on Explainable AI in Evolutionary Computation - Part 2. ACM Trans. Evol. Learn. Optim. Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John McCall, David Walker
2025	—	`conf`	Multi-objective Evolutionary Optimization of Virtualized Fast Feedforward Networks. EvoApplications (2) Renan Beran Kilic, Kasim Sinan Yildirim, Giovanni Iacca
2025	J	`jnl`	Nature's Insight: A Novel Framework and Comprehensive Analysis of Agentic Reasoning Through the Lens of Neuroscience. CoRR Zinan Liu, Haoran Li, Jingyi Lu, Gaoyuan Ma, Xu Hong, Giovanni Iacca, Arvind Kumar, Shaojun Tang, Lin Wang
2025	J	`jnl`	Neural Brain: A Neuroscience-inspired Framework for Embodied Agents. CoRR Jian Liu, Xiongtao Shi, Thai Duy Nguyen, Haitian Zhang, Tianxiang Zhang, Wei Sun, YanJie Li, Athanasios V. Vasilakos, Giovanni Iacca, Arshad Ali Khan, Arvind Kumar, Jae Won Cho, Ajmal Mian, Lihua Xie, Erik Cambria, Lin Wang
2025	J	`jnl`	Proximity-Aware Federated Learning for Symbiotic Task Offloading in Vehicular-Edge Intelligence. IEEE Internet Things J. Nawaz Ali, Mir Hassan, Ali Hassan Sodhro, Gianluca Aloi, Raffaele Gravina, Giovanni Iacca, Floriano De Rango
2025	J	`jnl`	Quality-diversity optimization of decision trees for interpretable reinforcement learning. Neural Comput. Appl. Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
2025	A*	`conf`	Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages. CVPR Matteo Farina, Massimiliano Mancini, Giovanni Iacca, Elisa Ricci
2025	J	`jnl`	Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages. CoRR Matteo Farina, Massimiliano Mancini, Giovanni Iacca, Elisa Ricci
2025	A*	`conf`	SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks. AAAI Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode, Bruno Lepri, Giovanni Iacca
2025	—	`conf`	Social Interpretable Reinforcement Learning. EvoApplications (2) Leonardo Lucio Custode, Giovanni Iacca
2025	J	`jnl`	Totipotent neural controllers for modular soft robots: Achieving specialization in body-brain co-evolution through Hebbian learning. Neurocomputing Andrea Ferigo, Giovanni Iacca, Eric Medvet, Giorgia Nadizar
2025	—	`conf`	Towards Explainable Music Emotion Recognition for Guitar Improvisations. IS2 Michele Rossi, Domenico Stefani, Johan Pauwels, Giovanni Iacca, Luca Turchet
2025	J	`jnl`	Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training. Trans. Mach. Learn. Res. Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
2024	—	`conf`	A Bin-Packing Formulation for Radiotherapy Treatment Scheduling (short paper). AI4CC-IPS-RCRA-SPIRIT@AI*IA Chiara Camilla Rambaldi Migliore, Giovanni Iacca, Marco Roveri
2024	—	`conf`	A Reinforcement Learning Method to Minimize the Damage on a Falling Ballbot. ERF (1) Giulia Buzzetti, Davide Zappetti, Giovanni Iacca
2024	J	`jnl`	A co-evolutionary algorithm with adaptive penalty function for constrained optimization. Soft Comput. Vinícius Veloso de Melo, Alexandre Moreira Nascimento, Giovanni Iacca
2024	—	`conf`	Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach. GECCO Companion Vinícius Veloso de Melo, Wolfgang Banzhaf, Giovanni Iacca
2024	—	`conf`	An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. GECCO Companion Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca
2024	J	`jnl`	An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. CoRR Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca
2024	—	`conf`	Awareness in Robotics: An Early Perspective from the Viewpoint of the EIC Pathfinder Challenge "Awareness Inside". ERF (1) 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
2024	J	`jnl`	Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge "Awareness Inside". CoRR 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
2024	—	`conf`	Balancing human livability and bumblebee population in urban green areas via Agent-Based Model and Evolutionary Algorithms. GECCO Companion Chiara Camilla Rambaldi Migliore, Omar Rota Stabelli, Giovanni Iacca
2024	—	`conf`	Comparing Large Language Models and Grammatical Evolution for Code Generation. GECCO Companion Leonardo Lucio Custode, Chiara Camilla Rambaldi Migliore, Marco Roveri, Giovanni Iacca
2024	J	`jnl`	Curriculum Learning for Robot Manipulation Tasks With Sparse Reward Through Environment Shifts. IEEE Access Erdi Sayar, Giovanni Iacca, Alois Knoll
2024	A*	`conf`	Diffusion-based Curriculum Reinforcement Learning. NeurIPS Erdi Sayar, Giovanni Iacca, Ozgur S. Oguz, Alois Knoll
2024	J	`jnl`	Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems. CoRR 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
2024	J	`jnl`	Evolutionary Optimization of Convolutional Extreme Learning Machine for Remaining Useful Life Prediction. SN Comput. Sci. Hyunho Mo, Giovanni Iacca
2024	Misc	`conf`	Fast-Inf: Ultra-Fast Embedded Intelligence on the Batteryless Edge. SenSys Leonardo Lucio Custode, Pietro Farina, Eren Yildiz, Renan Beran Kilic, Kasim Sinan Yildirim, Giovanni Iacca
2024	A*	`conf`	Frustratingly Easy Test-Time Adaptation of Vision-Language Models. NeurIPS Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci
2024	J	`jnl`	Frustratingly Easy Test-Time Adaptation of Vision-Language Models. CoRR Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci
2024	—	`conf`	Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation. EvoApplications@EvoStar Erdi Sayar, Vladislav Vintaykin, Giovanni Iacca, Alois Knoll
2024	—	`conf`	Influence Maximization in Hypergraphs Using Multi-Objective Evolutionary Algorithms. PPSN (4) Stefano Genetti, Eros Ribaga, Elia Cunegatti, Quintino F. Lotito, Giovanni Iacca
2024	J	`jnl`	Influence Maximization in Hypergraphs using Multi-Objective Evolutionary Algorithms. CoRR Stefano Genetti, Eros Ribaga, Elia Cunegatti, Quintino Francesco Lotito, Giovanni Iacca
2024	J	`jnl`	Introduction to the Special Issue on Explainable AI in Evolutionary Computation. ACM Trans. Evol. Learn. Optim. Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John A. W. McCall, David J. Walker
2024	—	`conf`	Low-Memory Matrix Adaptation Evolution Strategies Exploiting Gradient Information and Lévy Flight. EvoApplications@EvoStar Riccardo Lunelli, Giovanni Iacca
2024	J	`jnl`	Low-complexity lung ultrasound video scoring by means of intensity projection-based video compression. Comput. Biol. Medicine Umair Khan, Sajjad Afrakhteh, Federico Mento, Gizem Mert, Andrea Smargiassi, Riccardo Inchingolo, Francesco Tursi, Veronica Narvena Macioce, Tiziano Perrone, Giovanni Iacca, Libertario Demi
2024	A*	`conf`	MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning. CVPR Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
2024	J	`jnl`	MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning. CoRR Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
2024	—	`conf`	Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. GECCO Companion Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
2024	J	`jnl`	Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. CoRR Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
2024	A	`conf`	Multi-Objective Evolutionary Hindsight Experience Replay for Robot Manipulation Tasks. GECCO Erdi Sayar, Giovanni Iacca, Alois Knoll
2024	A	`conf`	NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks. GECCO Leonardo Lucio Custode, Ivanoe De Falco, Antonio Della Cioppa, Giovanni Iacca, Umberto Scafuri
2024	A	`conf`	Neuron-centric Hebbian Learning. GECCO Andrea Ferigo, Elia Cunegatti, Giovanni Iacca
2024	J	`jnl`	Neuron-centric Hebbian Learning. CoRR Andrea Ferigo, Elia Cunegatti, Giovanni Iacca
2024	J	`jnl`	SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks. CoRR Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode, Bruno Lepri, Giovanni Iacca
2024	J	`jnl`	Social Interpretable Reinforcement Learning. CoRR Leonardo Lucio Custode, Giovanni Iacca
2024	—	`conf`	The Effect of Training Schedules on Morphological Robustness and Generalization. GECCO Companion Edoardo Barba, Anil Yaman, Giovanni Iacca
2024	J	`jnl`	The Effect of Training Schedules on Morphological Robustness and Generalization. CoRR Edoardo Barba, Anil Yaman, Giovanni Iacca
2024	J	`jnl`	Time Efficient Ultrasound Localization Microscopy Based on A Novel Radial Basis Function 2D Interpolation. IEEE Trans. Medical Imaging Giulia Tuccio, Sajjad Afrakhteh, Giovanni Iacca, Libertario Demi
2024	J	`jnl`	Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations. Trans. Mach. Learn. Res. Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca
2024	J	`jnl`	Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training. CoRR Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
2023	J	`jnl`	A population-based approach for multi-agent interpretable reinforcement learning. Appl. Soft Comput. Marco Crespi, Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
2023	J	`jnl`	A single-solution-compact hybrid algorithm for continuous optimization. Memetic Comput. Souheila Khalfi, Giovanni Iacca, Amer Draa
2023	—	`conf`	Evolutionary F1 Race Strategy. GECCO Companion Andrea Bonomi, Evelyn Turri, Giovanni Iacca
2023	J	`jnl`	Evolutionary Learning of Interpretable Decision Trees. IEEE Access Leonardo Lucio Custode, Giovanni Iacca
2023	J	`jnl`	Evolving Hebbian Learning Rules in Voxel-Based Soft Robots. IEEE Trans. Cogn. Dev. Syst. Andrea Ferigo, Giovanni Iacca, Eric Medvet, Federico Pigozzi
2023	—	`conf`	Explainability and Real-Time in Music Information Retrieval: Motivations and Possible Scenarios. IS2 Michele Rossi, Giovanni Iacca, Luca Turchet
2023	B	`conf`	FedEdge: Federated Learning with Docker and Kubernetes forScalable and Efficient Edge Computing. EWSN Mir Hassan, Leonardo Lucio Custode, Kasim Sinan Yildirim, Giovanni Iacca
2023	J	`jnl`	Metaheuristics in the Balance: A Survey on Memory-Saving Approaches for Platforms with Seriously Limited Resources. Int. J. Intell. Syst. Souheila Khalfi, Fabio Caraffini, Giovanni Iacca
2023	J	`jnl`	Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees. Appl. Soft Comput. Leonardo Lucio Custode, Federico Mento, Francesco Tursi, Andrea Smargiassi, Riccardo Inchingolo, Tiziano Perrone, Libertario Demi, Giovanni Iacca
2023	J	`jnl`	Online distributed evolutionary optimization of Time Division Multiple Access protocols. Expert Syst. Appl. Anil Yaman, Tim van der Lee, Giovanni Iacca
2023	J	`jnl`	Peeking inside Sparse Neural Networks using Multi-Partite Graph Representations. CoRR Elia Cunegatti, Doina Bucur, Giovanni Iacca
2023	Misc	`conf`	Quality Diversity Evolutionary Learning of Decision Trees. SAC Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
2023	—	`conf`	Self-Building Neural Networks. GECCO Companion Andrea Ferigo, Giovanni Iacca
2023	J	`jnl`	Self-building Neural Networks. CoRR Andrea Ferigo, Giovanni Iacca
2022	—	`conf`	Accelerating Evolutionary Neural Architecture Search for Remaining Useful Life Prediction. BIOMA Hyunho Mo, Giovanni Iacca
2022	J	`jnl`	An improved Jaya optimization algorithm with ring topology and population size reduction. J. Intell. Syst. Mahamed G. H. Omran, Giovanni Iacca
2022	J	`jnl`	Cluster-centroid-based mutation strategies for Differential Evolution. Soft Comput. Giovanni Iacca, Vinícius Veloso de Melo
2022	J	`jnl`	Evolutionary Optimization of Spiking Neural P Systems for Remaining Useful Life Prediction. Algorithms Leonardo Lucio Custode, Hyunho Mo, Andrea Ferigo, Giovanni Iacca
2022	—	`conf`	Genetic Improvement of TCP Congestion Avoidance. BIOMA Alberto Carbognin, Leonardo Lucio Custode, Giovanni Iacca
2022	—	`conf`	Interpretable AI for policy-making in pandemics. GECCO Companion Leonardo Lucio Custode, Giovanni Iacca
2022	J	`jnl`	Interpretable AI for policy-making in pandemics. CoRR Leonardo Lucio Custode, Giovanni Iacca
2022	J	`jnl`	Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs. CoRR Leonardo Lucio Custode, Giovanni Iacca
2022	—	`conf`	Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs. GECCO Companion Leonardo Lucio Custode, Giovanni Iacca
2022	—	`conf`	Large-Scale Multi-objective Influence Maximisation with Network Downscaling. PPSN (2) Elia Cunegatti, Giovanni Iacca, Doina Bucur
2022	J	`jnl`	Large-scale multi-objective influence maximisation with network downscaling. CoRR Elia Cunegatti, Giovanni Iacca, Doina Bucur
2022	—	`conf`	McCall, David Walker: The intersection of evolutionary computation and explainable AI. GECCO Companion Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John A. W
2022	B	`conf`	Multi-objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction. EvoApplications Hyunho Mo, Giovanni Iacca
2022	B	`conf`	Neuroevolution of Spiking Neural P Systems. EvoApplications Leonardo Lucio Custode, Hyunho Mo, Giovanni Iacca
2022	J	`jnl`	On the use of single non-uniform mutation in lightweight metaheuristics. Soft Comput. Souheila Khalfi, Giovanni Iacca, Amer Draa
2022	J	`jnl`	Online Distributed Evolutionary Optimization of Time Division Multiple Access Protocols. CoRR Anil Yaman, Tim van der Lee, Giovanni Iacca
2022	J	`jnl`	Optimizing the Sensory Apparatus of Voxel-Based Soft Robots Through Evolution and Babbling. SN Comput. Sci. Andrea Ferigo, Eric Medvet, Giovanni Iacca
2022	J	`jnl`	Quality Diversity Evolutionary Learning of Decision Trees. CoRR Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
2022	—	`conf`	Reinforcement learning based adaptive metaheuristics. GECCO Companion Michele Tessari, Giovanni Iacca
2022	J	`jnl`	Reinforcement learning based adaptive metaheuristics. CoRR Michele Tessari, Giovanni Iacca
2022	J	`jnl`	Temporal super-resolution of echocardiography using a novel high-precision non-polynomial interpolation. Biomed. Signal Process. Control. Sajjad Afrakhteh, Hamed Jalilian, Giovanni Iacca, Libertario Demi
2022	J	`jnl`	The emergence of division of labor through decentralized social sanctioning. CoRR Anil Yaman, Joel Z. Leibo, Giovanni Iacca, Sang Wan Lee
2022	—	`conf`	Towards Interpretable Policies in Multi-agent Reinforcement Learning Tasks. BIOMA Marco Crespi, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	A Framework for Knowledge Integrated Evolutionary Algorithms. CoRR Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
2021	J	`jnl`	A Signal-Centric Perspective on the Evolution of Symbolic Communication. CoRR Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
2021	—	`conf`	A co-evolutionary approach to interpretable reinforcement learning in environments with continuous action spaces. SSCI Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	A compact compound sinusoidal differential evolution algorithm for solving optimisation problems in memory-constrained environments. Expert Syst. Appl. Souheila Khalfi, Amer Draa, Giovanni Iacca
2021	A	`conf`	A signal-centric perspective on the evolution of symbolic communication. GECCO Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	An evolutionary framework for maximizing influence propagation in social networks. Softw. Impacts Giovanni Iacca, Kateryna Konotopska, Doina Bucur, Alberto Tonda
2021	J	`jnl`	An improved Jaya optimization algorithm with Lévy flight. Expert Syst. Appl. Giovanni Iacca, Vlademir Celso dos Santos Junior, Vinícius Veloso de Melo
2021	B	`conf`	Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-Based Soft Robots. EvoApplications Andrea Ferigo, Giovanni Iacca, Eric Medvet
2021	J	`jnl`	Black-box adversarial attacks using Evolution Strategies. CoRR Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
2021	—	`conf`	Black-box adversarial attacks using evolution strategies. GECCO Companion Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	Distributed embodied evolution over networks. Appl. Soft Comput. Anil Yaman, Giovanni Iacca
2021	—	`conf`	Evo-RL: evolutionary-driven reinforcement learning. GECCO Companion Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
2021	J	`jnl`	Evolutionary neural architecture search for remaining useful life prediction. Appl. Soft Comput. Hyunho Mo, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Evol. Comput. Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, Matt Coler, George Fletcher, Mykola Pechenizkiy
2021	J	`jnl`	Genetic Improvement of Routing Protocols for Delay Tolerant Networks. CoRR Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	Genetic Improvement of Routing Protocols for Delay Tolerant Networks. ACM Trans. Evol. Learn. Optim. Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
2021	—	`conf`	Genetic improvement of routing in delay tolerant networks. GECCO Companion Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
2021	J	`jnl`	Graph-Aware Evolutionary Algorithms for Influence Maximization. CoRR Kateryna Konotopska, Giovanni Iacca
2021	—	`conf`	Graph-aware evolutionary algorithms for influence maximization. GECCO Companion Kateryna Konotopska, Giovanni Iacca
2021	—	`conf`	One run to attack them all: finding simultaneously multiple targeted adversarial perturbations. SSCI Leonardo Lucio Custode, Giovanni Iacca
2021	—	`conf`	Promoting Behavioral Diversity via Multi-Objective/Quality-Diversity Novelty Producing Synaptic Plasticity. SSCI Edoardo Bizzotto, Anil Yaman, Giovanni Iacca
2021	J	`jnl`	Seeking Quality Diversity in Evolutionary Co-design of Morphology and Control of Soft Tensegrity Modular Robots. CoRR Enrico Zardini, Davide Zappetti, Davide Zambrano, Giovanni Iacca, Dario Floreano
2021	A	`conf`	Seeking quality diversity in evolutionary co-design of morphology and control of soft tensegrity modular robots. GECCO Enrico Zardini, Davide Zappetti, Davide Zambrano, Giovanni Iacca, Dario Floreano
2020	C	`conf`	A Genetic Approach to the Ethical Knob. JURIX Giovanni Iacca, Francesca Lagioia, Andrea Loreggia, Giovanni Sartor
2020	B	`conf`	A MIMD Interpreter for Genetic Programming. EvoApplications Vinícius Veloso de Melo, Álvaro Luiz Fazenda, Léo Françoso Dal Piccol Sotto, Giovanni Iacca
2020	J	`jnl`	Distributed Embodied Evolution in Networks of Agents. CoRR Anil Yaman, Giovanni Iacca
2020	J	`jnl`	EVO-RL: Evolutionary-Driven Reinforcement Learning. CoRR Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
2020	J	`jnl`	Evolutionary learning of interpretable decision trees. CoRR Leonardo Lucio Custode, Giovanni Iacca
2020	Misc	`conf`	Evolutionary optimization of Drone Trajectories Based on Optimal Reciprocal Collision Avoidance. FRUCT Alex Bojeri, Giovanni Iacca
2020	B	`conf`	Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution. EvoApplications Ahmed Hallawa, Simon Schug, Giovanni Iacca, Gerd Ascheid
2020	Misc	`conf`	Multi-Head CNN-LSTM with Prediction Error Analysis for Remaining Useful Life Prediction. FRUCT Hyunho Mo, Federico Lucca, Jonni Malacarne, Giovanni Iacca
2020	J	`jnl`	Novelty Producing Synaptic Plasticity. CoRR Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George H. L. Fletcher, Mykola Pechenizkiy
2020	—	`conf`	Novelty producing synaptic plasticity. GECCO Companion Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George Fletcher, Mykola Pechenizkiy
2020	J	`jnl`	Re-sampled inheritance compact optimization. Knowl. Based Syst. Giovanni Iacca, Fabio Caraffini
2020	B	`conf`	Simulation-Driven Multi-objective Evolution for Traffic Light Optimization. EvoApplications Alessandro Cacco, Giovanni Iacca
2019	B	`conf`	Compact Optimization Algorithms with Re-Sampled Inheritance. EvoApplications Giovanni Iacca, Fabio Caraffini
2019	J	`jnl`	Evaluating MAP-Elites on Constrained Optimization Problems. CoRR Stefano Fioravanzo, Giovanni Iacca
2019	—	`conf`	Evaluating MAP-Elites on constrained optimization problems. GECCO (Companion) Stefano Fioravanzo, Giovanni Iacca
2019	J	`jnl`	Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. CoRR Anil Yaman, Decebal Constantin Mocanu, Giovanni Iacca, Matt Coler, George H. L. Fletcher, Mykola Pechenizkiy
2019	J	`jnl`	Learning with Delayed Synaptic Plasticity. CoRR Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George H. L. Fletcher, Mykola Pechenizkiy
2019	A	`conf`	Learning with delayed synaptic plasticity. GECCO Anil Yaman, Giovanni Iacca, Decebal Constantin Mocanu, George H. L. Fletcher, Mykola Pechenizkiy
2019	—	`conf`	Regularized Evolutionary Algorithm for Dynamic Neural Topology Search. ICIAP (1) Cristiano Saltori, Subhankar Roy, Nicu Sebe, Giovanni Iacca
2019	J	`jnl`	Regularized Evolutionary Algorithm for Dynamic Neural Topology Search. CoRR Cristiano Saltori, Subhankar Roy, Nicu Sebe, Giovanni Iacca
2018	J	`jnl`	Compact Optimization Algorithms with Re-sampled Inheritance. CoRR Giovanni Iacca, Fabio Caraffini
2018	J	`jnl`	Distributed optimization in wireless sensor networks: an island-model framework. CoRR Giovanni Iacca
2018	—	`conf`	Evaluating surrogate models for multi-objective influence maximization in social networks. GECCO (Companion) Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
2018	B	`conf`	Improving Multi-objective Evolutionary Influence Maximization in Social Networks. EvoApplications Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
2018	J	`jnl`	Limited Evaluation Cooperative Co-evolutionary Differential Evolution for Large-scale Neuroevolution. CoRR Anil Yaman, Decebal Constantin Mocanu, Giovanni Iacca, George H. L. Fletcher, Mykola Pechenizkiy
2018	A	`conf`	Limited evaluation cooperative co-evolutionary differential evolution for large-scale neuroevolution. GECCO Anil Yaman, Decebal Constantin Mocanu, Giovanni Iacca, George H. L. Fletcher, Mykola Pechenizkiy
2018	J	`jnl`	Memetic Viability Evolution for Constrained Optimization. CoRR Andrea Maesani, Giovanni Iacca, Dario Floreano
2018	J	`jnl`	Multi-Strategy Coevolving Aging Particle Optimization. CoRR Giovanni Iacca, Fabio Caraffini, Ferrante Neri
2018	B	`conf`	Multi-strategy Differential Evolution. EvoApplications Anil Yaman, Giovanni Iacca, Matt Coler, George H. L. Fletcher, Mykola Pechenizkiy
2018	J	`jnl`	Ockham's Razor in Memetic Computing: Three Stage Optimal Memetic Exploration. CoRR Giovanni Iacca, Ferrante Neri, Ernesto Mininno, Yew-Soon Ong, Meng-Hiot Lim
2018	J	`jnl`	Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms. CoRR Doina Bucur, Giovanni Iacca, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
2017	—	`conf`	A Framework for Knowledge Integrated Evolutionary Algorithms. EvoApplications (1) Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
2017	—	`conf`	Energy-efficient environment mapping via evolutionary algorithm optimized multi-agent localization. GECCO (Companion) Ahmed Hallawa, Stephan Schlupkothen, Giovanni Iacca, Gerd Ascheid
2017	J	`jnl`	Improved search methods for assessing Delay-Tolerant Networks vulnerability to colluding strong heterogeneous attacks. Expert Syst. Appl. Doina Bucur, Giovanni Iacca
2017	—	`conf`	Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction Among Variables. EvoApplications (1) Fabio Caraffini, Ferrante Neri, Giovanni Iacca
2017	—	`conf`	Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. EvoApplications (1) Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
2017	—	`conf`	Presenting the ECO: Evolutionary Computation Ontology. EvoApplications (1) Anil Yaman, Ahmed Hallawa, Matt Coler, Giovanni Iacca
2017	J	`jnl`	Spatial anomaly detection in sensor networks using neighborhood information. Inf. Fusion Hedde H. W. J. Bosman, Giovanni Iacca, Arturo Tejada, Heinrich J. Wörtche, Antonio Liotta
2016	—	`conf`	Adaptive Bi-objective Genetic Programming for Data-Driven System Modeling. ICIC (3) Vitoantonio Bevilacqua, Nicola Nuzzolese, Ernesto Mininno, Giovanni Iacca
2016	—	`conf`	Gaining Insight into Quality Diversity. GECCO (Companion) Joshua Evan Auerbach, Giovanni Iacca, Dario Floreano
2016	—	`conf`	Influence Maximization in Social Networks with Genetic Algorithms. EvoApplications (1) Doina Bucur, Giovanni Iacca
2016	J	`jnl`	Memetic Viability Evolution for Constrained Optimization. IEEE Trans. Evol. Comput. Andrea Maesani, Giovanni Iacca, Dario Floreano
2016	J	`jnl`	Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms. Appl. Soft Comput. Doina Bucur, Giovanni Iacca, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
2016	A	`conf`	The Seamless Peer and Cloud Evolution Framework. GECCO Guillaume Leclerc, Joshua Evan Auerbach, Giovanni Iacca, Dario Floreano
2015	B	`conf`	Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks. EvoApplications Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
2015	J	`jnl`	Characterizing topological bottlenecks for data delivery in CTP using simulation-based stress testing with natural selection. Ad Hoc Networks Doina Bucur, Giovanni Iacca, Pieter-Tjerk de Boer
2015	—	`conf`	Continuous Parameter Pools in Ensemble Differential Evolution. SSCI Giovanni Iacca, Fabio Caraffini, Ferrante Neri
2015	J	`jnl`	Ensembles of incremental learners to detect anomalies in ad hoc sensor networks. Ad Hoc Networks Hedde H. W. J. Bosman, Giovanni Iacca, Arturo Tejada, Heinrich J. Wörtche, Antonio Liotta
2015	—	`conf`	Introducing Kimeme, a Novel Platform for Multi-disciplinary Multi-objective Optimization. WIVACE Giovanni Iacca, Ernesto Mininno
2015	—	`conf`	Optimizing Feed-Forward Neural Network Topology by Multi-objective Evolutionary Algorithms: A Comparative Study on Biomedical Datasets. WIVACE Vitoantonio Bevilacqua, Fabio Cassano, Ernesto Mininno, Giovanni Iacca
2014	—	`conf`	A CMA-ES-based 2-stage memetic framework for solving constrained optimization problems. FOCI Vinícius Veloso de Melo, Giovanni Iacca
2014	B	`conf`	A Differential Evolution Framework with Ensemble of Parameters and Strategies and Pool of Local Search Algorithms. EvoApplications Giovanni Iacca, Ferrante Neri, Fabio Caraffini, Ponnuthurai Nagaratnam Suganthan
2014	B	`conf`	A Multi-Objective Relative Clustering Genetic Algorithm with Adaptive Local/Global Search based on Genetic Relatedness. EvoApplications Iman Gholaminezhad, Giovanni Iacca
2014	J	`jnl`	A modified Covariance Matrix Adaptation Evolution Strategy with adaptive penalty function and restart for constrained optimization. Expert Syst. Appl. Vinícius Veloso de Melo, Giovanni Iacca
2014	J	`jnl`	Multi-Strategy coevolving aging Particle Optimization. Int. J. Neural Syst. Giovanni Iacca, Fabio Caraffini, Ferrante Neri
2014	—	`conf`	Online Fusion of Incremental Learning for Wireless Sensor Networks. ICDM Workshops Hedde H. W. J. Bosman, Giovanni Iacca, Heinrich J. Wörtche, Antonio Liotta
2014	J	`jnl`	Real-time magnetic dipole detection with single particle optimization. Appl. Soft Comput. Giovanni Iacca, Frank Lennart Bakker, Heinrich J. Wörtche
2014	J	`jnl`	The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation. Appl. Soft Comput. Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
2014	A	`conf`	The tradeoffs between data delivery ratio and energy costs in wireless sensor networks: a multi-objectiveevolutionary framework for protocol analysis. GECCO Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
2013	B	`conf`	A CMA-ES super-fit scheme for the re-sampled inheritance search. IEEE Congress on Evolutionary Computation Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Lorenzo Picinali, Ernesto Mininno
2013	B	`conf`	An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks. EvoApplications Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
2013	B	`conf`	Anomaly Detection in Sensor Systems Using Lightweight Machine Learning. SMC Hedde H. W. J. Bosman, Antonio Liotta, Giovanni Iacca, Heinrich J. Wörtche
2013	—	`ch.`	Compact Optimization. Handbook of Optimization Ferrante Neri, Giovanni Iacca, Ernesto Mininno
2013	J	`jnl`	Compact Particle Swarm Optimization. Inf. Sci. Ferrante Neri, Ernesto Mininno, Giovanni Iacca
2013	J	`jnl`	Distributed optimization in wireless sensor networks: an island-model framework. Soft Comput. Giovanni Iacca
2013	J	`jnl`	Memory-saving memetic computing for path-following mobile robots. Appl. Soft Comput. Giovanni Iacca, Fabio Caraffini, Ferrante Neri
2013	—	`conf`	Online Extreme Learning on Fixed-Point Sensor Networks. ICDM Workshops Hedde H. W. J. Bosman, Antonio Liotta, Giovanni Iacca, Heinrich J. Wörtche
2013	J	`jnl`	Parallel memetic structures. Inf. Sci. Fabio Caraffini, Ferrante Neri, Giovanni Iacca, Aran Mol
2013	J	`jnl`	Re-sampled inheritance search: high performance despite the simplicity. Soft Comput. Fabio Caraffini, Ferrante Neri, Benjamin N. Passow, Giovanni Iacca
2013	B	`conf`	Single particle algorithms for continuous optimization. IEEE Congress on Evolutionary Computation Giovanni Iacca, Fabio Caraffini, Ferrante Neri, Ernesto Mininno
2013	B	`conf`	Super-fit Multicriteria Adaptive Differential Evolution. IEEE Congress on Evolutionary Computation Fabio Caraffini, Ferrante Neri, Jixiang Cheng, Gexiang Zhang, Lorenzo Picinali, Giovanni Iacca, Ernesto Mininno
2012	—	`conf`	Compact Bacterial Foraging Optimization. ICAISC (SIDE-EC) Giovanni Iacca, Ferrante Neri, Ernesto Mininno
2012	J	`jnl`	Compact Differential Evolution Light: High Performance Despite Limited Memory Requirement and Modest Computational Overhead. J. Comput. Sci. Technol. Giovanni Iacca, Fabio Caraffini, Ferrante Neri
2012	—	`conf`	Introducing DOWSN: Distributed optimization in wireless sensor networks. UKCI Giovanni Iacca
2012	J	`jnl`	Noise analysis compact differential evolution. Int. J. Syst. Sci. Giovanni Iacca, Ferrante Neri, Ernesto Mininno
2012	J	`jnl`	Ockham's Razor in memetic computing: Three stage optimal memetic exploration. Inf. Sci. Giovanni Iacca, Ferrante Neri, Ernesto Mininno, Yew-Soon Ong, Meng-Hiot Lim
2012	B	`conf`	Robot Base Disturbance Optimization with Compact Differential Evolution Light. EvoApplications Giovanni Iacca, Fabio Caraffini, Ferrante Neri, Ernesto Mininno
2012	—	`conf`	The importance of being structured: A comparative study on multi stage memetic approaches. UKCI Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Ernesto Mininno
2012	—	`conf`	Three variants of three Stage Optimal Memetic Exploration for handling non-separable fitness landscapes. UKCI Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Ernesto Mininno
2011	J	`jnl`	Composed compact differential evolution. Evol. Intell. Giovanni Iacca, Ernesto Mininno, Ferrante Neri
2011	J	`jnl`	Disturbed Exploitation compact Differential Evolution for limited memory optimization problems. Inf. Sci. Ferrante Neri, Giovanni Iacca, Ernesto Mininno
2011	B	`conf`	Ensemble strategies in Compact Differential Evolution. IEEE Congress on Evolutionary Computation Rammohan Mallipeddi, Giovanni Iacca, Ponnuthurai Nagaratnam Suganthan, Ferrante Neri, Ernesto Mininno
2011	—	`conf`	Global supervision for compact Differential Evolution. SDE Giovanni Iacca, Rammohan Mallipeddi, Ernesto Mininno, Ferrante Neri, Ponnuthurai Nagaratnam Suganthan
2011	—	`conf`	Opposition-Based Learning in Compact Differential Evolution. EvoApplications (1) Giovanni Iacca, Ferrante Neri, Ernesto Mininno
2011	—	`conf`	Super-fit and population size reduction in compact Differential Evolution. Memetic Computing Giovanni Iacca, Rammohan Mallipeddi, Ernesto Mininno, Ferrante Neri, Ponnuthurai Nagaratnam Suganthan