Anna Monreale - Publications, H-index & Citations

Anna Monreale

university of pisa

29H指数

181论文数

8.5K被引数

收录论文 23

发表时间

Federated learning with multiple, intersectional and multiclass fairness guarantees under performance budgets 在性能预算下具有多类、交叉和多元公平性保证的联邦学习

Data Mining and Knowledge Discovery

IF4.3

2026-08-14

OAAI

Michele Fontana; Francesca Naretto; Anna Monreale

Integrating Multimodal Learning and Explainable AI for Enhanced and Interpretable Prostate Lesion Classification 整合多模态学习与可解释人工智能，以增强和解释前列腺病变分类

Machine Learning

IF2.9

2026-04-03

PREAI

Claudio Giovannoni; Carlo Metta; Andrea Berti; Sara Colantonio; Anna Monreale; Francesca Pratesi; Salvatore Rinzivillo

Analysis of exposome and genetic variability suggests stress as a major contributor for development of pancreatic ductal adenocarcinoma 对暴露组和遗传变异性的分析表明，压力是胰腺导管腺癌发展的主要因素。

DIGESTIVE AND LIVER DISEASE

IF3.8

2024-06-01

OAAI

Peduzzi, Giulia; Felici, Alessio; Pellungrini, Roberto; Giorgolo, Francesca; Farinella, Riccardo; Gentiluomo, Manuel; Spinelli, Andrea; Capurso, Gabriele; Monreale, Anna; Canzian, Federico; Calderisi, Marco; Campa, Daniele

TrajectGuard: A Comprehensive Privacy-Risk Framework for Multiple-Aspects Trajectories

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Gomes, Fernanda Oliveira; Pellungrini, Roberto; Monreale, Anna; Renso, Chiara; Martina, Jean Everson

The local environment and germline genetic variation predict cancer risk in the UK Biobank prospective cohort

ENVIRONMENTAL RESEARCH

IF7.7

2024-01-01

OAAI

Felici, Alessio; Peduzzi, Giulia; Giorgolo, Francesca; Spinelli, Andrea; Calderisi, Marco; Monreale, Anna; Farinella, Riccardo; Pellungrini, Roberto; Canzian, Federico; Campa, Daniele

Fast, Interpretable, and Deterministic Time Series Classification With a Bag-of-Receptive-Fields 具有接收字段袋的快速、可解释和确定性时间序列分类

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Spinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco

Understanding Any Time Series Classifier with a Subsequence-based Explainer 使用基于子序列的解释器理解任何时间序列分类器

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-11-13

OAAI

Spinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco; Pedreschi, Dino; Giannotti, Fosca

Modeling Adversarial Behavior Against Mobility Data Privacy

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-02-01

OAAI

Pellungrini, Roberto; Pappalardo, Luca; Simini, Filippo; Monreale, Anna

An ethico-legal framework for social data science (vol 11, pg 377, 2021)

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2021-05-22

OAAI

Forgo, Nikolaus; Haenold, Stefanie; van den Hoven, Jeroen; Kruegel, Tina; Lishchuk, Iryna; Mahieu, Rene; Monreale, Anna; Pedreschi, Dino; Pratesi, Francesca; van Putten, David

GLocalX - From Local to Global Explanations of Black Box AI Models GLocalX-从黑盒AI模型的局部到全局解释

artificial intelligence review

IF4.6

2021-05-01

OAAI

Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

ETHICS AND INFORMATION TECHNOLOGY

IF4

2021-02-02

OAAI

Nanni, Mirco; Andrienko, Gennady; Barabasi, Albert-Laszlo; Boldrini, Chiara; Bonchi, Francesco; Cattuto, Ciro; Chiaromonte, Francesca; Comande, Giovanni; Conti, Marco; Cote, Mark; Dignum, Frank; Dignum, Virginia; Domingo-Ferrer, Josep; Ferragina, Paolo; Giannotti, Fosca; Guidotti, Riccardo; Helbing, Dirk; Kaski, Kimmo; Kertesz, Janos; Lehmann, Sune; Lepri, Bruno; Lukowicz, Paul; Matwin, Stan; Jimenez, David Megias; Monreale, Anna; Morik, Katharina; Oliver, Nuria; Passarella, Andrea; Passerini, Andrea; Pedreschi, Dino; Pentland, Alex; Pianesi, Fabio; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Siebes, Arno; Torra, Vicenc; Trasarti, Roberto; Hoven, Jeroen van den; Vespignani, Alessandro

An ethico-legal framework for social data science 社会数据科学的伦理法律框架

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2020-03-31

OAAI

Forgo, Nikolaus; Haenold, Stefanie; Van den Hoven, Jeroen; Kruegel, Tina; Lishchuk, Iryna; Mahieu, Rene; Monreale, Anna; Pedreschi, Dino; Pratesi, Francesca; van Putten, David

Authenticated Outlier Mining for Outsourced Databases

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2020-03-01

OAAI

Dong, Boxiang; Wang, Hui; Monreale, Anna; Pedreschi, Dino; Giannotti, Fosca; Guo, Wenge

Factual and Counterfactual Explanations for Black Box Decision Making 黑箱决策的事实与反事实解释

IEEE INTELLIGENT SYSTEMS

IF6.1

2019-11-01

169

OAAI

Guidotti, Riccardo; Monreale, Anna; Giannotti, Fosca; Pedreschi, Dino; Ruggieri, Salvatore; Turini, Franco

A Survey of Methods for Explaining Black Box Models 黑箱模型的解释方法综述

ACM COMPUTING SURVEYS

IF28

2018-08-22

2.5K

OAAI

Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Turin, Franco; Giannotti, Fosca; Pedreschi, Dino

Discovering temporal regularities in retail customers' shopping behavior

EPJ DATA SCIENCE

IF2.5

2018-03-06

OAAI

Guidotti, Riccardo; Gabrielli, Lorenzo; Monreale, Anna; Pedreschi, Dino; Giannotti, Fosca

A Data Mining Approach to Assess Privacy Risk in Human Mobility Data

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2017-12-11

OAAI

Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna

MyWay: Location prediction via mobility profiling MyWay: 通过移动性分析进行位置预测

enterprise information systems

IF3.4

2017-03-01

OAAI

Trasarti, R.; Guidotti, R.; Monreale, A.; Giannotti, F.

Driving Profiles Computation and Monitoring for Car Insurance CRM

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2016-08-23

PREAI

Nanni, Mirco; Trasarti, Roberto; Monreale, Anna; Grossi, Valerio; Pedreschi, Dino

Big Data Research in Italy: A Perspective

ENGINEERING

IF11.6

2016-06-01

OAAI

Bergamaschi, Sonia; Carlini, Emanuele; Ceci, Michelangelo; Furletti, Barbara; Giannotti, Fosca; Malerba, Donato; Mezzanzanica, Mario; Monreale, Anna; Pasi, Gabriella; Pedreschi, Dino; Perego, Raffele; Ruggieri, Salvatore

研究方向