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Francesco Marcelloni

University of Pisa

42H指数
308论文数
7.0K被引数
收录论文 76
发表时间
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AISAFETY: An AI-based smart system for enhancing operator safety in production processesAISAFETY：一种基于AI的智能系统，用于增强生产过程中的操作员安全
errSafety Science
IF5.4
err2026-03-20
err0
PREAI
errFrancesco Di Paco; Luca Burattini; Roberto Gabbrielli; Luca Landi; Francesco Marcelloni; Leonardo Marrazzini; Marco Palumbo; Marco Pirozzi
err分享
err收藏
Optimizing field service operations with NLP and deep learning-based spare parts prediction基于NLP和深度学习的备件预测优化现场服务运营
errApplied Soft Computing
IF6.6
err2026-03-09
err0
errOAAI
errAlessio Schiavo; Alessandro Renda; Pietro Ducange; Francesco Marcelloni
err分享
err收藏
Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning联合SHAP: 联合学习中的隐私保护和一致的事后可解释性
errMachine Learning
IF2.9
err2026-01-20
err0
PREAI
errPietro Ducange; Francesco Marcelloni; Giustino Claudio Miglionico; Alessandro Renda; Fabrizio Ruffini
err分享
err收藏
Artificial Intelligence in Agri-Robotics: A Systematic Review of Trends and Emerging Directions Leveraging Bibliometric Tools
errRobotics
IF3.3
err2026-01-20
err0
errOAAI
errSimona Casini; Pietro Ducange; Francesco Marcelloni; Lorenzo Pollini
err分享
err收藏
Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees模糊决策树在可解释性脑肿瘤分类中的应用：与深度神经网络和经典二元决策树的比较研究
errInformation Systems Frontiers
IF8.3
err2026-01-03
err0
PREAI
errPietro Ducange; Michela Fazzolari; Francesco Marcelloni; Giustino Claudio Miglionico; Fabrizio Ruffini
err分享
err收藏
Improving Accuracy in Industrial Safety Monitoring: Combine UWB Localization and AI-Based Image Analysis提高工业安全监控的准确性：结合UWB定位和基于AI的图像分析
errJournal of Sensor and Actuator Networks 2025, Vol. 14, Page 118
IF4.2
err2025-12-11
err0
errOAAI
errFrancesco Di Rienzo; Giustino Claudio Miglionico; Pietro Ducange; Francesco Marcelloni; Nicolò Salti; Carlo Vallati
err分享
err收藏
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees通过隐私保护和模型可解释性来增加对AI的信任: 模糊回归树的联合学习
errINFORMATION FUSION
IF15.5
err2025-01-01
err0
errOAAI
errBarcena, Jose Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
err分享
err收藏
Artificial Intelligence in Crime Prediction: A Survey With a Focus on Explainability犯罪预测中的人工智能: 一项以可解释性为重点的调查
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errErsoz, Filiz; Ersoz, Taner; Marcelloni, Francesco; Ruffini, Fabrizio
err分享
err收藏
Federated Learning of XAI Models in Healthcare: A Case Study on Parkinson's Disease
errCOGNITIVE COMPUTATION
IF4.3
err2024-08-28
err3
errOAAI
errDucange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
err分享
err收藏
On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSchiavo, Alessio; Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio; Dani, Renzo
err分享
err收藏
Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development微电网和能源接入的数据平台指南和原型: 匹配需求概况和社会经济数据以促进项目开发
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errFioriti, Davide; Stevanato, Nicolo; Ducange, Pietro; Marcelloni, Francesco; Colombo, Emanuela; Poli, Davide
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err收藏
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G关于人工智能和机器学习驱动的6g通信和计算协同设计的Hexa-X项目愿景
errIEEE ACCESS
IF3.6
err2023-01-01
err15
errOAAI
errMerluzzi, Mattia; Borsos, Tamas; Rajatheva, Nandana; Benczur, Andras A.; Farhadi, Hamed; Yassine, Taha; Mueck, Markus Dominik; Barmpounakis, Sokratis; Strinati, Emilio Calvanese; Dampahalage, Dilin; Demestichas, Panagiotis; Ducange, Pietro; Filippou, Miltiadis C.; Baltar, Leonardo Gomes; Haraldson, Johan; Karacay, Leyli; Korpi, Dani; Lamprousi, Vasiliki; Marcelloni, Francesco; Mohammadi, Jafar; Rajapaksha, Nuwanthika; Renda, Alessandro; Uusitalo, Mikko A.
err分享
err收藏
A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2022-07-30
err3
PREAI
errBechini, Alessio; Bondielli, Alessandro; Barcena, Jose Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
err分享
err收藏
TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2022-03-01
err22
PREAI
errBechini, Alessio; Marcelloni, Francesco; Renda, Alessandro
err分享
err收藏
On the use of summarization and transformer architectures for profiling resumes
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-12-01
err10
PREAI
errBondielli, Alessandro; Marcelloni, Francesco
err分享
err收藏
Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2021-09-01
err6
PREAI
errBechini, Alessio; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
err分享
err收藏
Exploring the relations between supply chain performance and organizational culture: A fuzzy grey group decision model
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2021-03-01
err28
PREAI
errZanon, Lucas Gabriel; Marcelloni, Francesco; Gerolamo, Mateus Cecilio; Ribeiro Carpinetti, Luiz Cesar
err分享
err收藏
Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application
errIEEE ACCESS
IF3.6
err2021-01-01
err11
errOAAI
errBechini, Alessio; Bondielli, Alessandro; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
err分享
err收藏
An analysis of boosted ensembles of binary fuzzy decision trees二元模糊决策树的增强集成分析
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-09-01
err14
PREAI
errBarsacchi, Marco; Bechini, Alessio; Marcelloni, Francesco
err分享
err收藏
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification
errJOURNAL OF BIG DATA
IF6.4
err2020-03-10
err15
errOAAI
errDucange, Pietro; Fazzolari, Michela; Marcelloni, Francesco
err分享
err收藏

研究方向

暂无研究方向
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