Giovanni Iacca
Università degli Studi di Trento
H-index: 26
Europe-Italy
Top articles of Giovanni Iacca
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Low-complexity lung ultrasound video scoring by means of intensity projection-based video compression | Computers in Biology and Medicine | Umair Khan Sajjad Afrakhteh Federico Mento Gizem Mert Andrea Smargiassi | 2024/2/1 |
Introduction to the Special Issue on Explainable AI in Evolutionary Computation | Wen-Huang Cheng Jiaying Liu Nicu Sebe Junsong Yuan Hong-Han Shuai | 2021/11/15 | |
Social Interpretable Reinforcement Learning | arXiv preprint arXiv:2401.15480 | Leonardo Lucio Custode Giovanni Iacca | 2024/1/27 |
Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation | Erdi Sayar Vladislav Vintaykin Giovanni Iacca Alois Knoll | 2024/3/3 | |
Automatic segmentation of 2D echocardiography ultrasound images by means of generative adversarial network | IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control | Noreen Fatima Sajjad Afrakhteh Giovanni Iacca Libertario Demi | 2024/4/24 |
Totipotent Neural Controllers for Modular Soft Robots: Achieving Specialization in Body-Brain Co-Evolution Through Hebbian Learning | Available at SSRN 4698805 | Andrea Ferigo Giovanni Iacca Eric Medvet Giorgia Nadizar | 2024 |
Low-Memory Matrix Adaptation Evolution Strategies Exploiting Gradient Information and Lévy Flight | Riccardo Lunelli Giovanni Iacca | 2024/3/3 | |
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning | arXiv preprint arXiv:2404.05621 | Matteo Farina Massimiliano Mancini Elia Cunegatti Gaowen Liu Giovanni Iacca | 2024/4/8 |
Neuron-centric Hebbian Learning | arXiv preprint arXiv:2403.12076 | Andrea Ferigo Elia Cunegatti Giovanni Iacca | 2024/2/16 |
Curriculum learning for robot manipulation tasks with sparse reward through environment shifts | IEEE Access | Erdi Sayar Giovanni Iacca Alois Knoll | 2024/3/27 |
Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge" Awareness Inside'' | arXiv preprint arXiv:2402.09030 | Cosimo Della Santina Carlos Hernandez Corbato Burak Sisman Luis A Leiva Ioannis Arapakis | 2024/2/14 |
Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time | arXiv preprint arXiv:2403.18755 | Elia Cunegatti Leonardo Lucio Custode Giovanni Iacca | 2024/3/27 |
Evolutionary F1 Race Strategy | Andrea Bonomi Evelyn Turri Giovanni Iacca | 2023/7/15 | |
High Contrast and High Frame Rate Coherent Plane Wave Compounding by Means of 2D Spatio-Angular Interpolation Technique | Sajjad Afrakhteh Giovanni Iacca Libertario Demi | 2023/9/3 | |
Evolutionary neural architecture search on transformers for RUL prediction | Materials and Manufacturing Processes | Hyunho Mo Giovanni Iacca | 2023/11/18 |
Quality diversity evolutionary learning of decision trees | Andrea Ferigo Leonardo Lucio Custode Giovanni Iacca | 2023/3/27 | |
A Population-Based Approach for Multi-Agent Interpretable Reinforcement Learning | Applied Soft Computing | Marco Crespi Andrea Ferigo Leonardo Lucio Custode Giovanni Iacca | 2023 |
Benchmark methodological approach for the application of artificial intelligence to lung ultrasound data from covid-19 patients: From frame to prognostic-level | Ultrasonics | Umair Khan Sajjad Afrakhteh Federico Mento Noreen Fatima Laura De Rosa | 2023/7/1 |
Lung ultrasound patterns analysis at video and prognostic level in a resource-constrained setting | Umair Khan Sajjad Afrakhteh Federico Mento Andrea Smargiassi Riccardo Inchingolo | 2023/9/3 | |
Quality–diversity optimization of decision trees for interpretable reinforcement learning | Neural Computing and Applications | Andrea Ferigo Leonardo Lucio Custode Giovanni Iacca | 2023/11/14 |
Co-Authors
R. Prof. P. N. Suganthan, FIEEE'2015, SCI Highly Cited Researcher 2015-2023, (Codes from my GitHub)
Nanyang Technological University
