Giacomo Fiumara

Giacomo Fiumara

Università degli Studi di Messina

H-index: 25

Europe-Italy

About Giacomo Fiumara

Giacomo Fiumara, With an exceptional h-index of 25 and a recent h-index of 18 (since 2020), a distinguished researcher at Università degli Studi di Messina, specializes in the field of Network Science, Social Networks, Data Mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

Artificial Intelligence in Complex Networks

Cross-Domain Recommendation To Cold-Start Users Via Categorized Preference Transfer

Discrete-Time Quantum Walks Community Detection in Multi-Domain Networks

Heterogeneous graph community detection method based on K-nearest neighbor graph neural network

Key node identification method integrating information transmission probability and path diversity in complex network

Key nodes identification in complex networks based on subnetwork feature extraction

Novel Strategies for Road Network Disruption Analysis

Human and social capital strategies for Mafia network disruption

Giacomo Fiumara Information

University

Position

Assistant Professor of Computer Science

Citations(all)

3534

Citations(since 2020)

1774

Cited By

2432

hIndex(all)

25

hIndex(since 2020)

18

i10Index(all)

41

i10Index(since 2020)

31

Email

University Profile Page

Università degli Studi di Messina

Google Scholar

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Giacomo Fiumara Skills & Research Interests

Network Science

Social Networks

Data Mining

Top articles of Giacomo Fiumara

Title

Journal

Author(s)

Publication Date

Artificial Intelligence in Complex Networks

Xiaoyang Liu

Giacomo Fiumara

Pasquale De Meo

Annamaria Ficara

2024/4/24

Cross-Domain Recommendation To Cold-Start Users Via Categorized Preference Transfer

Jiangxia Cao

Jiawei Sheng

Xin Cong

Tingwen Liu

Bin Wang

2022/5/9

Discrete-Time Quantum Walks Community Detection in Multi-Domain Networks

The Computer Journal

Xiaoyang Liu

Nan Ding

Yudie Wu

Giacomo Fiumara

Pasquale De Meo

2024/2/8

Heterogeneous graph community detection method based on K-nearest neighbor graph neural network

Intelligent Data Analysis

Xiaoyang Liu

Yudie Wu

Giacomo Fiumara

Pasquale De Meo

2024

Key node identification method integrating information transmission probability and path diversity in complex network

The computer journal

Xiaoyang Liu

Luyuan Gao

Giacomo Fiumara

Pasquale De Meo

2024/1

Key nodes identification in complex networks based on subnetwork feature extraction

Journal of King Saud University-Computer and Information Sciences

Luyuan Gao

Xiaoyang Liu

Chao Liu

Yihao Zhang

Giacomo Fiumara

...

2023/7/1

Novel Strategies for Road Network Disruption Analysis

Annamaria Ficara

Giacomo Fiumara

Maria Fazio

Antonio Celesti

Massimo Villari

2023/12/4

Human and social capital strategies for Mafia network disruption

IEEE Transactions on Information Forensics and Security

Annamaria Ficara

Francesco Curreri

Giacomo Fiumara

Pasquale De Meo

2023/3/13

An adversarial training method for text classification

Journal of King Saud University-Computer and Information Sciences

Xiaoyang Liu

Shanghong Dai

Giacomo Fiumara

Pasquale De Meo

2023/9/1

Information propagation prediction based on spatial–temporal attention and heterogeneous graph convolutional networks

IEEE Transactions on Computational Social Systems

Xiaoyang Liu

Chenxiang Miao

Giacomo Fiumara

Pasquale De Meo

2023/3/8

Target-specific sentiment analysis method combining word-masking data enhancement and adversarial learning

The Computer Journal

Xiaoyang Liu

Shanghong Dai

Giacomo Fiumara

Pasquale De Meo

2023/9

Link prediction approach combined graph neural network with capsule network

Expert Systems with Applications

Xiaoyang Liu

Xiang Li

Giacomo Fiumara

Pasquale De Meo

2023/2/1

Influence nodes identifying method via community-based backward generating network framework

IEEE Transactions on Network Science and Engineering

Xiaoyang Liu

Shu Ye

Giacomo Fiumara

Pasquale De Meo

2023/7/31

The Use of Augmented Reality for the Management of Equipment Ageing with a Virtual Sensor

Applied Sciences

Giuseppa Ancione

Rebecca Saitta

Paolo Bragatto

Giacomo Fiumara

Maria Francesca Milazzo

2023/7/4

An advanced system for the visualisation and prediction of equipment ageing

Sustainability

Giuseppa Ancione

Rebecca Saitta

Paolo Bragatto

Giacomo Fiumara

Maria Francesca Milazzo

2022/5/19

Classical and Quantum Random Walks to Identify Leaders in Criminal Networks

Annamaria Ficara

Giacomo Fiumara

Pasquale De Meo

Salvatore Catanese

2022/11/8

The whole is greater than the sum of the parts: A multilayer approach on criminal networks

Future Internet

Annamaria Ficara

Giacomo Fiumara

Salvatore Catanese

Pasquale De Meo

Xiaoyang Liu

2022/4/20

Complex Network Hierarchical Sampling Method Combining Node Neighborhood Clustering Coefficient with Random Walk

New Generation Computing

Xiaoyang Liu

Mengyao Zhang

Giacomo Fiumara

Pasquale De Meo

2022/9

Dynamic Community Discovery Method Based on Phylogenetic Planted Partition in Temporal Networks

Applied Sciences

Xiaoyang Liu

Nan Ding

Giacomo Fiumara

Pasquale De Meo

Annamaria Ficara

2022/4/9

Exploring serum glycome patterns after moderate to severe traumatic brain injury: A prospective pilot study

EClinicalMedicine

Stefania Mondello

Viktor Sandner

Mona Goli

Endre Czeiter

Krisztina Amrein

...

2022/8/1

See List of Professors in Giacomo Fiumara University(Università degli Studi di Messina)

Co-Authors

H-index: 73
Emilio Ferrara

Emilio Ferrara

University of Southern California

H-index: 43
Andrés Santos

Andrés Santos

Universidad de Extremadura

H-index: 36
Pasquale De Meo

Pasquale De Meo

Università degli Studi di Messina

H-index: 31
Paolo V. Giaquinta

Paolo V. Giaquinta

Università degli Studi di Messina

H-index: 28
Mariano Lopez de Haro

Mariano Lopez de Haro

Universidad Nacional Autónoma de México

H-index: 20
Wei Song

Wei Song

Shanghai Ocean University

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