Carlo Metta

30 papers A 2B 1C 2Journal 17Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integrating Multimodal Learning and Explainable AI for Enhanced and Interpretable Prostate Lesion Classification.
Mach. Learn.
Claudio Giovannoni, Carlo Metta, Andrea Berti, Sara Colantonio, Anna Monreale, Francesca Pratesi, Salvatore Rinzivillo
2025 J jnl
Analyzing RL components for Wagner's framework via Brouwer's conjecture.
Mach. Learn.
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
2025 J jnl
Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model.
CoRR
Fabio Michele Russo, Carlo Metta, Anna Monreale, Salvatore Rinzivillo, Fabio Pinelli
2025 J jnl
Exploration and generalization in deep learning with SwitchPath activations.
Mach. Learn.
Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton
2025 J jnl
Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning.
Int. J. Data Sci. Anal.
Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti
2025 J jnl
Increasing biases can be more efficient than increasing weights.
Adv. Data Anal. Classif.
Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Andrea Fois, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin
2025 — conf
Interactive Visual Exploration of Latent Spaces for Explainable AI: Bridging Concepts and Features.
IUI Workshops
Carlo Metta, Eleonora Cappuccio, Salvatore Rinzivillo
2024 — conf
A Systematization of the Wagner Framework: Graph Theory Conjectures and Reinforcement Learning.
DS (1)
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
2024 J jnl
A Systematization of the Wagner Framework: Graph Theory Conjectures and Reinforcement Learning.
CoRR
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
2024 J jnl
Achieving Predictive Precision: Leveraging LSTM and Pseudo Labeling for Volvo's Discovery Challenge at ECML-PKDD 2024.
CoRR
Carlo Metta, Marco Gregnanin, Andrea Papini, Silvia Giulia Galfrè, Andrea Fois, Francesco Morandin, Marco Fantozzi, Maurizio Parton
2024 — conf
Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model.
DS (2)
Fabio Michele Russo, Carlo Metta, Anna Monreale, Salvatore Rinzivillo, Fabio Pinelli
2024 — conf
GloNets: Globally Connected Neural Networks.
IDA (1)
Antonio Di Cecco, Carlo Metta, Marco Fantozzi, Francesco Morandin, Maurizio Parton
2024 A conf
Increasing biases can be more efficient than increasing weights.
WACV
Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin
2024 — conf
Predicting the Failure of Component X in the Scania Dataset with Graph Neural Networks.
IDA (2)
Maurizio Parton, Andrea Fois, Michelangelo Vegliò, Carlo Metta, Marco Gregnanin
2024 — conf
SwitchPath: Enhancing Exploration in Neural Networks Learning Dynamics.
DS (1)
Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton
2024 J jnl
Volvo Discovery Challenge at ECML-PKDD 2024.
CoRR
Mahmoud Rahat, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk, Shamik Choudhury, Leo Petrin, Thorsteinn S. Rögnvaldsson, Andreas Voskou, Carlo Metta, Claudio Savelli
2024 — conf
XAI in Healthcare.
HHAI Workshops
Gizem Gezici, Carlo Metta, Andrea Beretta, Roberto Pellungrini, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
2023 J jnl
Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling.
CoRR
Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
2023 J jnl
GloNets: Globally Connected Neural Networks.
CoRR
Antonio Di Cecco, Carlo Metta, Marco Fantozzi, Francesco Morandin, Maurizio Parton
2023 J jnl
Improving Performance in Neural Networks by Dendrites-Activated Connections.
CoRR
Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin
2022 J jnl
Artificial intelligence and renegotiation of commercial lease contracts affected by pandemic-related contingencies from Covid-19. The project A.I.A.Co.
CoRR
Maurizio Parton, Marco Angelone, Carlo Metta, Stefania D'Ovidio, Roberta Massarelli, Luca Moscardelli, Gianluca Amato
2022 — conf
Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers.
HHAI
Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
2022 J jnl
Leela Zero Score: a Study of a Score-based AlphaGo Zero.
CoRR
Luca Pasqualini, Maurizio Parton, Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta
2022 C conf
Score vs. Winrate in Score-Based Games: which Reward for Reinforcement Learning?
ICMLA
Luca Pasqualini, Maurizio Parton, Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Marco Fantozzi, Alessandro Marchetti
2021 C conf
Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling.
ISCC
Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
2021 J jnl
Explainable Deep Image Classifiers for Skin Lesion Diagnosis.
CoRR
Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti
2020 A conf
SAI: A Sensible Artificial Intelligence That Plays with Handicap and Targets High Scores in 9×9 Go.
ECAI
Francesco Morandin, Gianluca Amato, Marco Fantozzi, Rosa Gini, Carlo Metta, Maurizio Parton
2019 B conf
SAI a Sensible Artificial Intelligence that plays Go.
IJCNN
Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Maurizio Parton, Gian-Carlo Pascutto
2019 J jnl
SAI: a Sensible Artificial Intelligence that plays with handicap and targets high scores in 9x9 Go (extended version).
CoRR
Francesco Morandin, Gianluca Amato, Marco Fantozzi, Rosa Gini, Carlo Metta, Maurizio Parton
2018 J jnl
SAI, a Sensible Artificial Intelligence that plays Go.
CoRR
Francesco Morandin, Gianluca Amato, Rosa Gini, Carlo Metta, Maurizio Parton, Gian-Carlo Pascutto