Mirko Polato

computer science

16H指数

75论文数

950被引数

收录论文 13

发表时间

A survey on multimodal federated learning 多模态联邦学习综述

Neural Computing and Applications

IF4.5

2026-05-27

PREAI

Silvia Grosso; Nawel Benarba; Sara Bouchenak; Roberto Esposito; Mirko Polato

Learning in federated and dynamic environments: A tutorial on challenges, trends, and practical strategies 联邦和动态环境中的学习：关于挑战、趋势和实践策略的教程

Neurocomputing

IF6.5

2026-01-14

OAAI

Mirko Polato; Barbara Hammer; Manuel Röder; Frank-Michael Schleif

fluke: Federated Learning Utility frameworK for Experimentation and research Fluke：用于实验和研究的联邦学习效用框架

Future Generation Computer Systems

IF0

2025-11-08

OAAI

Mirko Polato

Improving rule-based classifiers by Bayes point aggregation

NEUROCOMPUTING

IF6.5

2025-01-01

OAAI

Bergamin, Luca; Polato, Mirko; Aiolli, Fabio

A Survey on Hypergraph Representation Learning 超图表示学习研究综述

ACM COMPUTING SURVEYS

IF28

2023-08-26

OAAI

Antelmi, Alessia; Cordasco, Gennaro; Polato, Mirko; Scarano, Vittorio; Spagnuolo, Carmine; Yang, Dingqi

Dissociation Between Users' Explicit and Implicit Attitudes Toward Artificial Intelligence: An Experimental Study

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

IF4.4

2022-06-01

OAAI

Fietta, Valentina; Zecchinato, Francesca; Di Stasi, Brigida; Polato, Mirko; Monaro, Merylin

PRL: A game theoretic large margin method for interpretable feature learning

NEUROCOMPUTING

IF6.5

2022-03-01

OAAI

Polato, Mirko; Faggioli, Guglielmo; Aiolli, Fabio

Learning deep kernels in the space of monotone conjunctive polynomials

PATTERN RECOGNITION LETTERS

IF3.3

2020-12-01

PREAI

Lauriola, Ivano; Polato, Mirko; Aiolli, Fabio

Radical scavenging activity of natural antioxidants and drugs: Development of a combined machine learning and quantum chemistry protocol

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2020-09-18

PREAI

Muraro, Cecilia; Polato, Mirko; Bortoli, Marco; Aiolli, Fabio; Orian, Laura

Boolean kernels for rule based interpretation of support vector machines

NEUROCOMPUTING

IF6.5

2019-05-01

OAAI

Polato, Mirko; Aiolli, Fabio

Boolean kernels for collaborative filtering in top-N item recommendation

NEUROCOMPUTING

IF6.5

2018-04-01

OAAI

Polato, Mirko; Aiolli, Fabio

Time and activity sequence prediction of business process instances

COMPUTING

IF2.8

2018-02-17

PREAI

Polato, Mirko; Sperduti, Alessandro; Burattin, Andrea; de Leoni, Massimiliano

Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation

NEUROCOMPUTING

IF6.5

2017-12-01

OAAI

Polato, Mirko; Aiolli, Fabio

研究方向