Danilo Giordano - Publications, H-index & Citations

Danilo Giordano

Polytechnic University of Turin

18H指数

75论文数

1.0K被引数

收录论文 14

发表时间

Internet usage and performance in GEO satellite networks: A large-scale study across Europe and Africa 地球静止轨道卫星网络中的互联网使用与性能：横跨欧洲和非洲的大规模研究

Computer Networks

IF4.6

2026-05-23

PREAI

Merlach, Gabriele; Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco

Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models 面向无监督概念模型的更好泛化性和可解释性

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT III

IF0

2026-01-01

PREAI

De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Cerquitelli, Tania; Giordano, Danilo

V-CEM: Bridging Performance and Intervenability in Concept-Based Models V-CEM：弥合概念基模型中的性能与可干预性

EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT I

IF0

2026-01-01

OAAI

De Santis, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; Cerquitelli, Tania

GLEm-Net: Unified framework for data reduction with categorical and numerical features GLEm-Net：用于类别型和数值型特征数据缩减的统一框架

Knowledge-Based Systems

IF7.6

2025-12-15

OAAI

Francesco De Santis; Danilo Giordano; Marco Mellia

Linearly-interpretable concept embedding models for text analysis 线性可解释的概念嵌入模型用于文本分析

Machine Learning

IF2.9

2025-09-04

OAAI

Francesco De Santis; Philippe Bich; Gabriele Ciravegna; Pietro Barbiero; Danilo Giordano; Tania Cerquitelli

LogPrecis: Unleashing language models for automated malicious log analysis

COMPUTERS & SECURITY

IF5.4

2024-06-01

OAAI

Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Ben Houidi, Zied

Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case

COMPUTERS IN INDUSTRY

IF9.1

2022-01-01

PREAI

Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide

Dissecting a data-driven prognostic pipeline: A powertrain use case 剖析数据驱动的预测管道: 动力总成用例

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-10-01

PREAI

Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide

A multi-faceted characterization of free-floating car sharing service usage

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2021-04-01

PREAI

Giordano, Danilo; Vassio, Luca; Cagliero, Luca

Five Years at the Edge: Watching Internet From the ISP Network

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2020-04-01

OAAI

Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco

Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis

COMPUTING

IF2.8

2020-01-11

PREAI

Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Nisi, Matteo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, Elena

Free Floating Electric Car Sharing: A Data Driven Approach for System Design 自由浮动电动汽车共享: 一种数据驱动的系统设计方法

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2019-12-01

PREAI

Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca

Free floating electric car sharing design: Data driven optimisation

PERVASIVE AND MOBILE COMPUTING

IF3.5

2019-04-01

PREAI

Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca

Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning 智能城市中的自由浮动电动汽车共享: 数据驱动的系统维度

2018 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP 2018)

IF0

2018-06-01

PREAI

Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca

研究方向