Giovanni Iacca
Orcid: 0000-0001-9723-1830
According to our database1,
Giovanni Iacca
authored at least 146 papers
between 2011 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Totipotent neural controllers for modular soft robots: Achieving specialization in body-brain co-evolution through Hebbian learning.
Neurocomputing, 2025
2024
A co-evolutionary algorithm with adaptive penalty function for constrained optimization.
Soft Comput., October, 2024
Time Efficient Ultrasound Localization Microscopy Based on A Novel Radial Basis Function 2D Interpolation.
IEEE Trans. Medical Imaging, May, 2024
ACM Trans. Evol. Learn. Optim., March, 2024
Low-complexity lung ultrasound video scoring by means of intensity projection-based video compression.
Comput. Biol. Medicine, February, 2024
Evolutionary Optimization of Convolutional Extreme Learning Machine for Remaining Useful Life Prediction.
SN Comput. Sci., January, 2024
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations.
Trans. Mach. Learn. Res., 2024
Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems.
CoRR, 2024
Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge "Awareness Inside".
CoRR, 2024
Curriculum Learning for Robot Manipulation Tasks With Sparse Reward Through Environment Shifts.
IEEE Access, 2024
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Multi-Objective Evolutionary Hindsight Experience Replay for Robot Manipulation Tasks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Balancing human livability and bumblebee population in urban green areas via Agent-Based Model and Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Low-Memory Matrix Adaptation Evolution Strategies Exploiting Gradient Information and Lévy Flight.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024
Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Appl. Soft Comput., November, 2023
IEEE Trans. Cogn. Dev. Syst., September, 2023
Memetic Comput., June, 2023
Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees.
Appl. Soft Comput., January, 2023
Metaheuristics in the Balance: A Survey on Memory-Saving Approaches for Platforms with Seriously Limited Resources.
Int. J. Intell. Syst., 2023
Online distributed evolutionary optimization of Time Division Multiple Access protocols.
Expert Syst. Appl., 2023
CoRR, 2023
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023
Explainability and Real-Time in Music Information Retrieval: Motivations and Possible Scenarios.
Proceedings of the 2023 4th International Symposium on the Internet of Sounds, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
FedEdge: Federated Learning with Docker and Kubernetes forScalable and Efficient Edge Computing.
Proceedings of the 2023 International Conference on embedded Wireless Systems and Networks, 2023
2022
An improved Jaya optimization algorithm with ring topology and population size reduction.
J. Intell. Syst., June, 2022
Soft Comput., 2022
Soft Comput., 2022
Optimizing the Sensory Apparatus of Voxel-Based Soft Robots Through Evolution and Babbling.
SN Comput. Sci., 2022
CoRR, 2022
Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs.
CoRR, 2022
Temporal super-resolution of echocardiography using a novel high-precision non-polynomial interpolation.
Biomed. Signal Process. Control., 2022
Evolutionary Optimization of Spiking Neural P Systems for Remaining Useful Life Prediction.
Algorithms, 2022
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
McCall, David Walker: The intersection of evolutionary computation and explainable AI.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Multi-objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022
Accelerating Evolutionary Neural Architecture Search for Remaining Useful Life Prediction.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022
2021
ACM Trans. Evol. Learn. Optim., 2021
Softw. Impacts, 2021
A compact compound sinusoidal differential evolution algorithm for solving optimisation problems in memory-constrained environments.
Expert Syst. Appl., 2021
Evol. Comput., 2021
Appl. Soft Comput., 2021
A co-evolutionary approach to interpretable reinforcement learning in environments with continuous action spaces.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
One run to attack them all: finding simultaneously multiple targeted adversarial perturbations.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Promoting Behavioral Diversity via Multi-Objective/Quality-Diversity Novelty Producing Synaptic Plasticity.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Seeking quality diversity in evolutionary co-design of morphology and control of soft tensegrity modular robots.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-Based Soft Robots.
Proceedings of the Applications of Evolutionary Computation, 2021
2020
Proceedings of the Legal Knowledge and Information Systems, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Multi-Head CNN-LSTM with Prediction Error Analysis for Remaining Useful Life Prediction.
Proceedings of the 27th Conference of Open Innovations Association, 2020
Evolutionary optimization of Drone Trajectories Based on Optimal Reciprocal Collision Avoidance.
Proceedings of the 27th Conference of Open Innovations Association, 2020
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Applications of Evolutionary Computation, 2019
2018
Limited evaluation cooperative co-evolutionary differential evolution for large-scale neuroevolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Evaluating surrogate models for multi-objective influence maximization in social networks.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Applications of Evolutionary Computation, 2018
Proceedings of the Applications of Evolutionary Computation, 2018
2017
Inf. Fusion, 2017
Improved search methods for assessing Delay-Tolerant Networks vulnerability to colluding strong heterogeneous attacks.
Expert Syst. Appl., 2017
Energy-efficient environment mapping via evolutionary algorithm optimized multi-agent localization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction Among Variables.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
2016
IEEE Trans. Evol. Comput., 2016
Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms.
Appl. Soft Comput., 2016
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
2015
Characterizing topological bottlenecks for data delivery in CTP using simulation-based stress testing with natural selection.
Ad Hoc Networks, 2015
Ad Hoc Networks, 2015
Introducing Kimeme, a Novel Platform for Multi-disciplinary Multi-objective Optimization.
Proceedings of the Advances in Artificial Life, Evolutionary Computation and Systems Chemistry, 2015
Optimizing Feed-Forward Neural Network Topology by Multi-objective Evolutionary Algorithms: A Comparative Study on Biomedical Datasets.
Proceedings of the Advances in Artificial Life, Evolutionary Computation and Systems Chemistry, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
2014
A modified Covariance Matrix Adaptation Evolution Strategy with adaptive penalty function and restart for constrained optimization.
Expert Syst. Appl., 2014
Appl. Soft Comput., 2014
The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation.
Appl. Soft Comput., 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
The tradeoffs between data delivery ratio and energy costs in wireless sensor networks: a multi-objectiveevolutionary framework for protocol analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
A CMA-ES-based 2-stage memetic framework for solving constrained optimization problems.
Proceedings of the 2014 IEEE Symposium on Foundations of Computational Intelligence, 2014
A Differential Evolution Framework with Ensemble of Parameters and Strategies and Pool of Local Search Algorithms.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
A Multi-Objective Relative Clustering Genetic Algorithm with Adaptive Local/Global Search based on Genetic Relatedness.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
2013
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013
Soft Comput., 2013
Soft Comput., 2013
Appl. Soft Comput., 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Compact Differential Evolution Light: High Performance Despite Limited Memory Requirement and Modest Computational Overhead.
J. Comput. Sci. Technol., 2012
Inf. Sci., 2012
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012
The importance of being structured: A comparative study on multi stage memetic approaches.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012
Three variants of three Stage Optimal Memetic Exploration for handling non-separable fitness landscapes.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012
Proceedings of the Swarm and Evolutionary Computation, 2012
Proceedings of the Applications of Evolutionary Computation, 2012
2011
Disturbed Exploitation compact Differential Evolution for limited memory optimization problems.
Inf. Sci., 2011
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011
Proceedings of the 2011 IEEE Workshop on Memetic Computing, 2011
Proceedings of the Applications of Evolutionary Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011