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M

Marcello Restelli

politecnico di milano

29H指数
335论文数
3.3K被引数
收录论文 32
发表时间
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Clinical usability of an explainable AI decision support tool and evaluation of multimodal models in NSCLC可解释AI决策支持工具的临床可用性及非小细胞肺癌中多模态模型的评估
errNature Medicine
IF50
err2026-09-13
err0
errOAAI
errArsela Prelaj; Vanja Miskovic; Matteo Sacco; Alberto Ferrarin; Cristina Maria Licciardello; Leonardo Provenzano; Margherita Favali; Ludovica Lerma; Aleksandra Zec; Andrea Spagnoletti; Monica Ganzinelli; Daniele Lorenzini; Beshoy Guirges; Luca Invernizzi; Cecilia Silvestri; Laura Mazzeo; Marco Meazza Prina; Giulia Corrao; Margherita Ruggirello; Andra Diana Dumitrascu; Rosa Maria Di Mauro; Dario Monzani; Gabriella Pravettoni; Michele Zanitti; Davide Macocchi; Moreno Bruno Marino; Chiara Cavalli; Rebecca Romanò; Claudia Giani; Samuel G. Armato; Alessandra Esposito; Christine M. Bestvina; Maria Spector; Bogot R. Naama; Reham Basheer; Adi Lahiani Hafzadi; Laila Roisman; Iris Watermann; Marlen Szewczyk; Till Olchers; Heinz Richter; Constantin Blanke-Roeser; Costanza Siniscalchi; Anna Di Lello; Teresa Arangoa; Valentina Bartolomeo; Nikolaos Spathas; Evangelos Sarris; Elena Fountzilas; Aina Arbusà Roca; Rocio Caro-Consuegra; Patricia Iranzo; Melissa Fernández-Pinto; Jose Rodríguez-Morató; Luca Agnelli; Mario Occhipinti; Marta Brambilla; Teresa Beninato; Claudia Proto; Sokol Kosta; Michele Pio Di Palma; Eliana Rulli; Stefan Steurer; Ronald Simon; Michael Willis; Giancarlo Pruneri; Filippo De Braud; Marcello Restelli; Enriqueta Felip; Nir Peled; Alexander T. Pearson; Helena Linardou; Martin Reck; Giuseppe Lo Russo; Francesco Trovò; Alessandra Laura Giulia Pedrocchi; Marina Chiara Garassino
err分享
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Feature aggregation in nonlinear systems: two interpretable supervised algorithms非线性系统中的特征聚合：两种可解释的监督算法
errData Mining and Knowledge Discovery
IF4.3
err2026-06-20
err0
errOAAI
errPaolo Bonetti; Alberto Maria Metelli; Marcello Restelli
err分享
err收藏
The Maturation of AI in Drought Science: A Review of Trends, Pitfalls, and Priorities人工智能在干旱科学中的成熟：对趋势、陷阱和优先事项的综述
errWater Resources Research
IF5
err2026-04-08
err0
errOAAI
errGuido Ascenso; Matteo Giuliani; Jorge Pérez-Aracil; Sancho Salcedo-Sanz; Claudia Bertini; Paolo Bonetti; Gustau Camps-Valls; Miguel Ángel Fernández Torres; Andrea Ficchì; Nora Linscheid; Martina Merlo; Giulio Palcic; Markus Reichstein; Marcello Restelli; Andrea Toreti; Eliot Walt; Andrea Castelletti
err分享
err收藏
Optimizing energy management of smart grid using reinforcement learning aided by surrogate models built using physics-informed neural networks利用基于物理信息神经网络的代理模型辅助强化学习，优化智能电网的能源管理
errApplied Energy
IF11
err2025-09-25
err0
PREAI
errJulen Cestero; Carmine Delle Femine; Kenji S. Muro; Marco Quartulli; Marcello Restelli
err分享
err收藏
Minimax off-policy evaluation and learning with subgaussian and differentiable importance weightingMinimax离策略评估与学习：亚高斯和可微分重要性加权的应用
errArtificial Intelligence
IF4.6
err2025-09-15
err0
errOAAI
errAlberto Maria Metelli; Alessio Russo; Marcello Restelli
err分享
err收藏
Human-AI Interaction in Safety-Critical Network Infrastructures人机交互在安全关键型网络基础设施中
erriScience
IF4.1
err2025-08-20
err0
errOAAI
errMarco Mussi; Alberto Maria Metelli; Marcello Restelli; Gianvito Losapio; Ricardo J. Bessa; Daniel Boos; Clark Borst; Giulia Leto; Alberto Castagna; Ricardo Chavarriaga; Duarte Dias; Adrian Egli; Andrina Eisenegger; Yassine El Manyari; Anton Fuxjäger; Joaquim Geraldes; Samira Hamouche; Mohamed Hassouna; Bruno Lemetayer; Milad Leyli-Abadi; Roman Liessner; Jonas Lundberg; Antoine Marot; Maroua Meddeb; Viola Schiaffonati; Manuel Schneider; Thilo Stadelmann; Julia Usher; Herke Van Hoof; Jan Viebahn; Toni Waefler; Giacomo Zanotti
err分享
err收藏
A novel digital twin for battery energy storage systems in micro-grids微电网中电池储能系统的新型数字孪生
errJournal of Energy Storage
IF9.8
err2025-08-08
err0
errOAAI
errDavide Salaorni; Federico Bianchi; Silvia Colnago; Andrea Barisione; Francesco Trovò; Marcello Restelli
err分享
err收藏
Search or split: policy gradient with adaptive policy space搜索或分割：具有自适应策略空间的政策梯度
errMachine Learning
IF2.9
err2025-07-11
err0
PREAI
errGianmarco Tedeschi; Matteo Papini; Alberto Maria Metelli; Marcello Restelli
err分享
err收藏
Factored-reward bandits with intermediate observations: Regret minimization and best arm identification因子化奖励带中间观测的Bandits：遗憾最小化和最优臂识别
errartificial intelligence review
IF4.6
err2025-05-23
err0
errOAAI
errMarco Mussi; Simone Drago; Marcello Restelli; Alberto Maria Metelli
err分享
err收藏
Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds
errMACHINE LEARNING
IF2.9
err2024-06-27
err0
PREAI
errPaczolay, Gabor; Papini, Matteo; Metelli, Alberto Maria; Harmati, Istvan; Restelli, Marcello
err分享
err收藏
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs通过可配置的半POMDPs优化空箱重新定位和车队部署
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-05-01
err1
errOAAI
errPoiani, Riccardo; Stirbu, Ciprian; Metelli, Alberto Maria; Restelli, Marcello
err分享
err收藏
A Reinforcement Learning controller optimizing costs and battery State of Health in smart grids智能电网中优化成本和电池健康状态的强化学习控制器
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-03-01
err2
errOAAI
errMussi, Marco; Pellegrino, Luigi; Pindaro, Oscar Francesco; Restelli, Marcello; Trovo, Francesco
err分享
err收藏
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-10-01
err6
PREAI
errFedeli, Filippo; Metelli, Alberto Maria; Trovo, Francesco; Restelli, Marcello
err分享
err收藏
Dealer markets: A reinforcement learning mean field game approach
errNORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE
IF3.9
err2023-09-01
err0
errOAAI
errBernasconi, Martino; Vittori, E.; Trovo, F.; Restelli, M.
err分享
err收藏
ARLO: A framework for Automated Reinforcement LearningARLO: 自动强化学习框架
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-08-01
err1
errOAAI
errMussi, Marco; Lombarda, Davide; Metelli, Alberto Maria; Trovo, Francesco; Restelli, Marcello
err分享
err收藏
The EU-funded I3LUNG Project: Integrative Science, Intelligent Data Platform for Individualized LUNG Cancer Care With Immunotherapy
errCLINICAL LUNG CANCER
IF3.3
err2023-06-01
err7
PREAI
errPrelaj, Arsela; Ganzinelli, Monica; Trovo, Francesco; Roisman, LailaC.; Pedrocchi, Alessandra Laura Giulia; Kosta, Sokol; Restelli, Marcello; Ambrosini, Emilia; Broggini, Massimo; Pravettoni, Gabriella; Monzani, Dario; Nuara, Alessandro; Amat, Ramon; Spathas, Nikos; Willis, Michael; Pearson, Alexander; Dolezal, James; Mazzeo, Laura; Sangaletti, Sabina; Correa, Ana Maria; Aguaron, Alfonso; Watermann, Iris; Popa, Crina; Raimondi, Giulia; Triulzi, Tiziana; Steurer, Stefan; Lo Russo, Giuseppe; Linardou, Helena; Peled, Nir; Felip, Enriqueta; Reck, Martin; Garassino, Marina Chiara
err分享
err收藏
Risk-averse optimization of reward-based coherent risk measures
errartificial intelligence review
IF4.6
err2023-03-01
err2
PREAI
errBonetti, Massimiliano; Bisi, Lorenzo; Restelli, Marcello
err分享
err收藏
Real-world data to build explainable trustworthy artificial intelligence models for prediction of immunotherapy efficacy in NSCLC patients
errFRONTIERS IN ONCOLOGY
IF3.3
err2023-01-23
err11
errOAAI
errPrelaj, Arsela; Galli, Edoardo Gregorio; Miskovic, Vanja; Pesenti, Mattia; Viscardi, Giuseppe; Pedica, Benedetta; Mazzeo, Laura; Bottiglieri, Achille; Provenzano, Leonardo; Spagnoletti, Andrea; Marinacci, Roberto; De Toma, Alessandro; Proto, Claudia; Ferrara, Roberto; Brambilla, Marta; Occhipinti, Mario; Manglaviti, Sara; Galli, Giulia; Signorelli, Diego; Giani, Claudia; Beninato, Teresa; Pircher, Chiara Carlotta; Rametta, Alessandro; Kosta, Sokol; Zanitti, Michele; Di Mauro, Maria Rosa; Rinaldi, Arturo; Di Gregorio, Settimio; Antonia, Martinetti; Garassino, Marina Chiara; de Braud, Filippo G. M.; Restelli, Marcello; Lo Russo, Giuseppe; Ganzinelli, Monica; Trovo, Francesco; Pedrocchi, Alessandra Laura Giulia
err分享
err收藏
An online state of health estimation method for lithium-ion batteries based on time partitioning and data-driven model identification基于时间划分和数据驱动模型辨识的锂离子电池健康状态在线估计方法
errJOURNAL OF ENERGY STORAGE
IF9.8
err2022-11-01
err5
errOAAI
errMussi, Marco; Pellegrino, Luigi; Restelli, Marcello; Trov, Francesco
err分享
err收藏
Smoothing policies and safe policy gradients
errMACHINE LEARNING
IF2.9
err2022-10-20
err2
errOAAI
errPapini, Matteo; Pirotta, Matteo; Restelli, Marcello
err分享
err收藏

研究方向

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