Giacomo Fiumara

Orcid: 0000-0003-1528-7203

According to our database1, Giacomo Fiumara authored at least 68 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Information Propagation Prediction Based on Spatial-Temporal Attention and Heterogeneous Graph Convolutional Networks.
IEEE Trans. Comput. Soc. Syst., February, 2024

Key Node Identification Method Integrating Information Transmission Probability and Path Diversity in Complex Network.
Comput. J., January, 2024

Influence Nodes Identifying Method via Community-Based Backward Generating Network Framework.
IEEE Trans. Netw. Sci. Eng., 2024

A hybrid improved compressed particle swarm optimization WSN node location algorithm.
Phys. Commun., 2024

Cross-Domain Recommendation To Cold-Start Users Via Categorized Preference Transfer.
Comput. J., 2024

Discrete-Time Quantum Walks Community Detection in Multi-Domain Networks.
Comput. J., 2024

2023
An adversarial training method for text classification.
J. King Saud Univ. Comput. Inf. Sci., September, 2023

Target-specific sentiment analysis method combining word-masking data enhancement and adversarial learning.
Comput. J., September, 2023

Key nodes identification in complex networks based on subnetwork feature extraction.
J. King Saud Univ. Comput. Inf. Sci., July, 2023

Influential Spreaders Identification in Complex Networks With TOPSIS and K-Shell Decomposition.
IEEE Trans. Comput. Soc. Syst., February, 2023

Human and Social Capital Strategies for Mafia Network Disruption.
IEEE Trans. Inf. Forensics Secur., 2023

Link prediction approach combined graph neural network with capsule network.
Expert Syst. Appl., 2023

Novel Strategies for Road Network Disruption Analysis.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

2022
Complex Network Hierarchical Sampling Method Combining Node Neighborhood Clustering Coefficient with Random Walk.
New Gener. Comput., 2022

The Whole Is Greater than the Sum of the Parts: A Multilayer Approach on Criminal Networks.
Future Internet, 2022

Simple Physics With Python: A Workbook on Introductory Physics With Open-Source Software.
Comput. Sci. Eng., 2022

Classical and Quantum Random Walks to Identify Leaders in Criminal Networks.
Proceedings of the Complex Networks and Their Applications XI, 2022

Analysis on the Effects of Graph Perturbations on Centrality Metrics.
Proceedings of the Complex Networks and Their Applications XI, 2022

2021
Studying Physics, Getting to Know Python: RC Circuit, Simple Experiments, Coding, and Data Analysis With Raspberry Pi.
Comput. Sci. Eng., 2021

Correlation analysis of nodes and edges centrality measures in artificial complex networks.
CoRR, 2021

Graph and Network Theory for the analysis of Criminal Networks.
CoRR, 2021

Criminal Networks Analysis in Missing Data scenarios through Graph Distances.
CoRR, 2021

Correlation Analysis of Node and Edge Centrality Measures in Artificial Complex Networks.
Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Multilayer Network Analysis: The Identification of Key Actors in a Sicilian Mafia Operation.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2021

Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks.
Proceedings of the Complex Networks & Their Applications X - Volume 2, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020
Criminal Network: The Sicilian Mafia. "Montagna Operation".
Dataset, July, 2020

Artificial neural networks training acceleration through network science strategies.
Soft Comput., 2020

Input Selection Methods for Soft Sensor Design: A Survey.
Future Internet, 2020

Robust link prediction in criminal networks: A case study of the Sicilian Mafia.
Expert Syst. Appl., 2020

Correlations among Game of Thieves and other centrality measures in complex networks.
CoRR, 2020

Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia.
CoRR, 2020

Investigating classification supervised learning approaches for the identification of critical patients' posts in a healthcare social network.
Appl. Soft Comput., 2020

Graph Comparison and Artificial Models for Simulating Real Criminal Networks.
Proceedings of the Complex Networks & Their Applications IX, 2020

2019
A machine learning-based approach for predicting the outbreak of cardiovascular diseases in patients on dialysis.
Comput. Methods Programs Biomed., 2019

Social Network Analysis of Sicilian Mafia Interconnections.
Proceedings of the Complex Networks and Their Applications VIII, 2019

2018
Analysis of a NoSQL Graph DBMS for a Hospital Social Network.
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Applying Artificial Intelligence in Healthcare Social Networks to Identity Critical Issues in Patients' Posts.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
An Empirical Comparison of Algorithms to Find Communities in Directed Graphs and Their Application in Web Data Analytics.
IEEE Trans. Big Data, 2017

2016
Network structure and resilience of Mafia syndicates.
Inf. Sci., 2016

2015
Adaptive search over sorted sets.
J. Discrete Algorithms, 2015

2014
Web data extraction, applications and techniques: A survey.
Knowl. Based Syst., 2014

Mixing local and global information for community detection in large networks.
J. Comput. Syst. Sci., 2014

Detecting criminal organizations in mobile phone networks.
Expert Syst. Appl., 2014

RDF annotation of Second Life objects: Knowledge Representation meets Social Virtual reality.
Comput. Math. Organ. Theory, 2014

On Facebook, most ties are weak.
Commun. ACM, 2014

Criminal Network Analysis and Mining (CRIMENET 2014) - Introduction.
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Visualizing criminal networks reconstructed from mobile phone records.
Proceedings of the Hypertext 2014 Extended Proceedings: Late-breaking Results, 2014

2013
Forensic analysis of phone call networks.
Soc. Netw. Anal. Min., 2013

Enhancing community detection using a network weighting strategy.
Inf. Sci., 2013

2012
A novel measure of edge centrality in social networks.
Knowl. Based Syst., 2012

The role of strong and weak ties in Facebook: a community structure perspective
CoRR, 2012

Topological Features of Online Social Networks
CoRR, 2012

Extraction and Analysis of Facebook Friendship Relations.
Proceedings of the Computational Social Networks, 2012

2011
Crawling Facebook for social network analysis purposes.
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Rendering of 3D dynamic virtual environments.
Proceedings of the 4th International ICST Conference on Simulation Tools and Techniques, 2011

Improving recommendation quality by merging collaborative filtering and social relationships.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Generalized Louvain method for community detection in large networks.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A Framework for Designing 3D Virtual Environments.
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2011

A rule-based system for end-user e-mail annotations.
Proceedings of the 8th Annual Collaboration, 2011

2010
Analyzing the Facebook Friendship Graph
CoRR, 2010

Living city: a collaborative browser-based Massively Multiplayer Online Game.
Proceedings of the 3rd International Conference on Simulation Tools and Techniques, 2010

Rule-Based Spam E-mail Annotation.
Proceedings of the Web Reasoning and Rule Systems - Fourth International Conference, 2010

A visual tool for forensic analysis of mobile phone traffic.
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010

Knowledge Representation in Virtual Teams: A Perspective Approach for Synthetic Worlds.
Proceedings of the Collaborative Networks for a Sustainable World, 2010

2007
Adaptive Web Data Extraction Policies.
Proceedings of the 8th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2007), 2007

2006
A Lightweight Architecture for RSS Polling of Arbitrary Web sources.
Proceedings of the 7th WOA 2006 Workshop, 2006

Declarative Web data extraction and annotation.
Proceedings of the 20th Workshop on Logic Programming, 2006

Aggregating Information and Enforcing Awareness Across Communities with the Dynamo RSS Feeds Creation Engine: Preliminary Report.
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006


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