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G

Giovanni Iacca

university of trento

27H-index
237Paper Count
3.0KCitation Count
Published Papers 43
Publication Date
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A novel approach to quantify out-of-distribution uncertainty in Neural and Universal Differential Equations
errnpj Systems Biology and Applications
IF3.5
err2026-05-27
err0
errOAAI
errStefano Giampiccolo; Giovanni Iacca; Luca Marchetti
errShare
errSave
A machine learning pipeline for silicon wafer warpage prediction in diamond coated wire slicing
errMaterials Today Communications
IF4.5
err2026-02-17
err0
errOAAI
errCarlo Zavattari; Dario Demaria; Fabrizio Bonda; Giovanni Iacca
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errSave
Advancing guitar emotion recognition through audio data augmentation to enhance smart musical instruments
errEURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING
IF1.9
err2025-11-17
err0
errOAAI
errRossi, Michele; Iacca, Giovanni; Turchet, Luca
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errSave
An intelligent Digital Twin based on machine learning for interpretable decision-making in manufacturing
errInternational Journal of Production Economics
IF10
err2025-11-04
err0
errOAAI
errStefano Genetti; Giorgio Scarton; Marco Formentini; Giovanni Iacca
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Totipotent neural controllers for modular soft robots: Achieving specialization in body-brain co-evolution through Hebbian learning
errNEUROCOMPUTING
IF6.5
err2025-01-01
err0
errOAAI
errFerigo, Andrea; Iacca, Giovanni; Medvet, Eric; Nadizar, Giorgia
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errSave
Robust parameter estimation and identifiability analysis with hybrid neural ordinary differential equations in computational biology
errNPJ SYSTEMS BIOLOGY AND APPLICATIONS
IF3.5
err2024-11-29
err0
errOAAI
errGiampiccolo, Stefano; Reali, Federico; Fochesato, Anna; Iacca, Giovanni; Marchetti, Luca
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errSave
Automatic Segmentation of 2-D Echocardiography Ultrasound Images by Means of Generative Adversarial Network
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2024-11-01
err1
errOAAI
errFatima, Noreen; Afrakhteh, Sajjad; Demi, Libertario; Iacca, Giovanni
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errSave
Time Efficient Ultrasound Localization Microscopy Based on A Novel Radial Basis Function 2D Interpolation
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-05-01
err0
errOAAI
errTuccio, Giulia; Afrakhteh, Sajjad; Iacca, Giovanni; Demi, Libertario
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errSave
Low-complexity lung ultrasound video scoring by means of intensity projection-based video compression
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-02-01
err3
errOAAI
errKhan, Umair; Afrakhteh, Sajjad; Mento, Federico; Mert, Gizem; Smargiassi, Andrea; Inchingolo, Riccardo; Tursi, Francesco; Macioce, Veronica Narvena; Perrone, Tiziano; Iacca, Giovanni; Demi, Libertario
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Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems
errIEEE Transactions on Evolutionary Computation
IF12
err2024-01-01
err0
PREAI
errRyan Zhou; Jaume Bacardit; Alexander Edward Ian Brownlee; Stefano Cagnoni; Martin Fyvie; Giovanni Iacca; John McCall; Niki van Stein; David Walker; Ting Hu
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errSave
Curriculum Learning for Robot Manipulation Tasks With Sparse Reward Through Environment Shifts
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errSayar, Erdi; Iacca, Giovanni; Knoll, Alois
errShare
errSave
Metaheuristics in the Balance: A Survey on Memory-Saving Approaches for Platforms with Seriously Limited Resources
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2023-11-04
err2
errOAAI
errKhalfi, Souheila; Caraffini, Fabio; Iacca, Giovanni
errShare
errSave
A population-based approach for multi-agent interpretable reinforcement learning
errAPPLIED SOFT COMPUTING
IF6.6
err2023-11-01
err6
errOAAI
errCrespi, Marco; Ferigo, Andrea; Custode, Leonardo Lucio; Iacca, Giovanni
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errSave
The emergence of division of labour through decentralized social sanctioning
errPROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
IF3.5
err2023-10-25
err3
errOAAI
errYaman, Anil; Leibo, Joel Z.; Iacca, Giovanni; Wan Lee, Sang
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errSave
Evolving Hebbian Learning Rules in Voxel-Based Soft Robots
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2023-09-01
err2
errOAAI
errFerigo, Andrea; Iacca, Giovanni; Medvet, Eric; Pigozzi, Federico
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errSave
Benchmark methodological approach for the application of artificial intelligence to lung ultrasound data from COVID-19 patients: From frame to prognostic-level
errULTRASONICS
IF4.1
err2023-07-01
err15
errOAAI
errKhan, Umair; Afrakhteh, Sajjad; Mento, Federico; Fatima, Noreen; De Rosa, Laura; Custode, Leonardo Lucio; Azam, Zihadul; Torri, Elena; Soldati, Gino; Tursi, Francesco; Macioce, Veronica Narvena; Smargiassi, Andrea; Inchingolo, Riccardo; Perrone, Tiziano; Iacca, Giovanni; Demi, Libertario
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errSave
Increasing frame rate of echocardiography based on a novel 2D spatio-temporal meshless interpolation
errULTRASONICS
IF4.1
err2023-05-01
err13
PREAI
errJalilian, Hamed; Afrakhteh, Sajjad; Iacca, Giovanni; Demi, Libertario
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errSave
Evolutionary neural architecture search on transformers for RUL prediction
errMATERIALS AND MANUFACTURING PROCESSES
IF4.7
err2023-04-12
err11
errOAAI
errMo, Hyunho; Iacca, Giovanni
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errSave
High Frame Rate Ultrasound Imaging by Means of Tensor Completion: Application to Echocardiography
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2023-01-01
err11
PREAI
errAfrakhteh, Sajjad; Iacca, Giovanni; Demi, Libertario
errShare
errSave
Evolutionary Learning of Interpretable Decision Trees
errIEEE ACCESS
IF3.6
err2023-01-01
err25
errOAAI
errCustode, Leonardo L.; Iacca, Giovanni
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errSave

Research Directions

No research directions
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