Carlo Metta

According to our database, Carlo Metta authored at least 22 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning.

Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti

Int. J. Data Sci. Anal., June, 2025

Increasing biases can be more efficient than increasing weights.

Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Andrea Fois, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin

Adv. Data Anal. Classif., June, 2025

Interactive Visual Exploration of Latent Spaces for Explainable AI: Bridging Concepts and Features.

Carlo Metta, Eleonora Cappuccio, Salvatore Rinzivillo

Proceedings of the Joint Proceedings of the ACM IUI 2025 Workshops co-located with the 30th Annual ACM Conference on Intelligent User Interfaces (IUI 2025), 2025

2024

Achieving Predictive Precision: Leveraging LSTM and Pseudo Labeling for Volvo's Discovery Challenge at ECML-PKDD 2024.

Carlo Metta, Marco Gregnanin, Andrea Papini, Silvia Giulia Galfrè, Andrea Fois, Francesco Morandin, Marco Fantozzi, Maurizio Parton

CoRR, 2024

Volvo Discovery Challenge at ECML-PKDD 2024.

Mahmoud Rahat, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Shamik Choudhury, Leo Petrin, Thorsteinn S. Rögnvaldsson, Andreas Voskou, Carlo Metta, Claudio Savelli

CoRR, 2024

Increasing biases can be more efficient than increasing weights.

Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Predicting the Failure of Component X in the Scania Dataset with Graph Neural Networks.

Maurizio Parton, Andrea Fois, Michelangelo Vegliò, Carlo Metta, Marco Gregnanin

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

GloNets: Globally Connected Neural Networks.

Antonio Di Cecco, Carlo Metta, Marco Fantozzi, Francesco Morandin, Maurizio Parton

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

XAI in Healthcare.

Gizem Gezici, Carlo Metta, Andrea Beretta, Roberto Pellungrini, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti

Proceedings of the Workshops at the Third International Conference on Hybrid Human-Artificial Intelligence co-located with (HHAI 2024), 2024

Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model.

Fabio Michele Russo, Carlo Metta, Anna Monreale, Salvatore Rinzivillo, Fabio Pinelli

Proceedings of the Discovery Science - 27th International Conference, 2024

SwitchPath: Enhancing Exploration in Neural Networks Learning Dynamics.

Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton

Proceedings of the Discovery Science - 27th International Conference, 2024

A Systematization of the Wagner Framework: Graph Theory Conjectures and Reinforcement Learning.

Flora Angileri, Giulia Lombardi, Andrea Fois, Renato Faraone, Carlo Metta, Michele Salvi, Luigi Amedeo Bianchi, Marco Fantozzi, Silvia Giulia Galfrè, Daniele Pavesi, Maurizio Parton, Francesco Morandin

Proceedings of the Discovery Science - 27th International Conference, 2024

2023

Improving Performance in Neural Networks by Dendrites-Activated Connections.

Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin

CoRR, 2023

2022

Artificial intelligence and renegotiation of commercial lease contracts affected by pandemic-related contingencies from Covid-19. The project A.I.A.Co.

Maurizio Parton, Marco Angelone, Carlo Metta, Stefania D'Ovidio, Roberta Massarelli, Luca Moscardelli, Gianluca Amato

CoRR, 2022

Leela Zero Score: a Study of a Score-based AlphaGo Zero.

Luca Pasqualini, Maurizio Parton, Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta

CoRR, 2022

Score vs. Winrate in Score-Based Games: which Reward for Reinforcement Learning?

Luca Pasqualini, Maurizio Parton, Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Marco Fantozzi, Alessandro Marchetti

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers.

Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo

Proceedings of the HHAI 2022: Augmenting Human Intellect, 2022

2021

Explainable Deep Image Classifiers for Skin Lesion Diagnosis.

Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti

CoRR, 2021

Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling.

Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo

Proceedings of the IEEE Symposium on Computers and Communications, 2021

2020

SAI: A Sensible Artificial Intelligence That Plays with Handicap and Targets High Scores in 9×9 Go.

Francesco Morandin, Gianluca Amato, Marco Fantozzi, Rosa Gini, Carlo Metta, Maurizio Parton

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

SAI: a Sensible Artificial Intelligence that plays with handicap and targets high scores in 9x9 Go (extended version).

Francesco Morandin, Gianluca Amato, Marco Fantozzi, Rosa Gini, Carlo Metta, Maurizio Parton

CoRR, 2019

SAI a Sensible Artificial Intelligence that plays Go.

Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Maurizio Parton, Gian-Carlo Pascutto

Proceedings of the International Joint Conference on Neural Networks, 2019