Giacomo Fiumara

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 44

Top Topics

Network Analysis

Centrality Measures

Criminal Networks

Data Extraction

Top Venues

COMPLEX NETWORKS (2)

Expert Syst. Appl.

Publications

Xiaoyang Liu, Luyuan Gao, Giacomo Fiumara, Pasquale De Meo
Key Node Identification Method Integrating Information Transmission Probability and Path Diversity in Complex Network. Comput. J. 67 (1) (2024)
Xiaoyang Liu, Chenxiang Miao, Giacomo Fiumara, Pasquale De Meo
Information Propagation Prediction Based on Spatial-Temporal Attention and Heterogeneous Graph Convolutional Networks. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Xiaoyang Liu, Shu Ye, Giacomo Fiumara, Pasquale De Meo
Influence Nodes Identifying Method via Community-Based Backward Generating Network Framework. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Xiaoyang Liu, Nan Ding, Yudie Wu, Giacomo Fiumara, Pasquale De Meo
Discrete-Time Quantum Walks Community Detection in Multi-Domain Networks. Comput. J. 67 (6) (2024)
Xiaoyang Liu, Shanghong Dai, Giacomo Fiumara, Pasquale De Meo
Target-specific sentiment analysis method combining word-masking data enhancement and adversarial learning. Comput. J. 66 (9) (2023)
Annamaria Ficara, Giacomo Fiumara, Maria Fazio, Antonio Celesti, Massimo Villari
Novel Strategies for Road Network Disruption Analysis. UCC (2023)
Luyuan Gao, Xiaoyang Liu, Chao Liu, Yihao Zhang, Giacomo Fiumara, Pasquale De Meo
Key nodes identification in complex networks based on subnetwork feature extraction. J. King Saud Univ. Comput. Inf. Sci. 35 (7) (2023)
Xiaoyang Liu, Xiang Li, Giacomo Fiumara, Pasquale De Meo
Link prediction approach combined graph neural network with capsule network. Expert Syst. Appl. 212 (2023)
Xiaoyang Liu, Shu Ye, Giacomo Fiumara, Pasquale De Meo
Influential Spreaders Identification in Complex Networks With TOPSIS and K-Shell Decomposition. IEEE Trans. Comput. Soc. Syst. 10 (1) (2023)
Xiaoyang Liu, Shanghong Dai, Giacomo Fiumara, Pasquale De Meo
An adversarial training method for text classification. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo
Human and Social Capital Strategies for Mafia Network Disruption. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese
Classical and Quantum Random Walks to Identify Leaders in Criminal Networks. CoRR (2022)
Andrea Mandanici, Giuseppe Mandaglio, Giovanni Pirrotta, Valeria Conti Nibali, Giacomo Fiumara
Simple Physics With Python: A Workbook on Introductory Physics With Open-Source Software. Comput. Sci. Eng. 24 (2) (2022)
Annamaria Ficara, Giacomo Fiumara, Salvatore Catanese, Pasquale De Meo, Xiaoyang Liu
The Whole Is Greater than the Sum of the Parts: A Multilayer Approach on Criminal Networks. Future Internet 14 (5) (2022)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese
Classical and Quantum Random Walks to Identify Leaders in Criminal Networks. COMPLEX NETWORKS (1) (2022)
Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo
Human and social capital strategies for Mafia network disruption. CoRR (2022)
Xiaoyang Liu, Mengyao Zhang, Giacomo Fiumara, Pasquale De Meo
Complex Network Hierarchical Sampling Method Combining Node Neighborhood Clustering Coefficient with Random Walk. New Gener. Comput. 40 (3) (2022)
Lucia Cavallaro, Pasquale De Meo, Keyvan Golalipour, Xiaoyang Liu, Giacomo Fiumara, Andrea Tagarelli, Antonio Liotta
Analysis on the Effects of Graph Perturbations on Centrality Metrics. COMPLEX NETWORKS (2) (2022)
Andrea Mandanici, Salvatore Alessandro Sarà, Giacomo Fiumara, Giuseppe Mandaglio, Sharon Broude Geva, Dirk Colbry
Studying Physics, Getting to Know Python: RC Circuit, Simple Experiments, Coding, and Data Analysis With Raspberry Pi. Comput. Sci. Eng. 23 (1) (2021)
Lucia Cavallaro, Marco Grassia, Giacomo Fiumara, Giuseppe Mangioni, Pasquale De Meo, Vincenza Carchiolo, Ovidiu Bagdasar, Antonio Liotta
Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks. COMPLEX NETWORKS (2021)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese
Multilayer Network Analysis: The Identification of Key Actors in a Sicilian Mafia Operation. FABULOUS (2021)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Graph and Network Theory for the analysis of Criminal Networks. CoRR (2021)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
Correlation analysis of nodes and edges centrality measures in artificial complex networks. CoRR (2021)
Annamaria Ficara, Lucia Cavallaro, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Wei Song, Antonio Liotta
Criminal Networks Analysis in Missing Data scenarios through Graph Distances. CoRR (2021)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese
Multilayer Network Analysis: The Identification of Key Actors in a Sicilian Mafia Operation. CoRR (2021)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
Correlation Analysis of Node and Edge Centrality Measures in Artificial Complex Networks. ICICT (3) (2021)
Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
Correlations among Game of Thieves and other centrality measures in complex networks. CoRR (2020)
Lorenzo Carnevale, Antonio Celesti, Giacomo Fiumara, Antonino Galletta, Massimo Villari
Investigating classification supervised learning approaches for the identification of critical patients' posts in a healthcare social network. Appl. Soft Comput. 90 (2020)
Francesco Curreri, Giacomo Fiumara, Maria Gabriella Xibilia
Input Selection Methods for Soft Sensor Design: A Survey. Future Internet 12 (6) (2020)
Lucia Cavallaro, Annamaria Ficara, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia. CoRR (2020)
Francesco Calderoni, Salvatore Catanese, Pasquale De Meo, Annamaria Ficara, Giacomo Fiumara
Robust link prediction in criminal networks: A case study of the Sicilian Mafia. Expert Syst. Appl. 161 (2020)
Lucia Cavallaro, Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Antonio Liotta
Graph Comparison and Artificial Models for Simulating Real Criminal Networks. COMPLEX NETWORKS (2) (2020)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Artificial neural networks training acceleration through network science strategies. Soft Comput. 24 (23) (2020)
Annamaria Ficara, Lucia Cavallaro, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
Social Network Analysis of Sicilian Mafia Interconnections. COMPLEX NETWORKS (2) (2019)
Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
Artificial Neural Networks Training Acceleration Through Network Science Strategies. NUMTA (2) (2019)
Sabrina Mezzatesta, Claudia Torino, Pasquale De Meo, Giacomo Fiumara, Antonio Vilasi
A machine learning-based approach for predicting the outbreak of cardiovascular diseases in patients on dialysis. Comput. Methods Programs Biomed. 177 (2019)
Antonio Celesti, Alina Buzachis, Antonino Galletta, Giacomo Fiumara, Maria Fazio, Massimo Villari
Analysis of a NoSQL Graph DBMS for a Hospital Social Network. ISCC (2018)
Giacomo Fiumara, Antonio Celesti, Antonino Galletta, Lorenzo Carnevale, Massimo Villari
Applying Artificial Intelligence in Healthcare Social Networks to Identity Critical Issues in Patients' Posts. HEALTHINF (2018)
Santa Agreste, Pasquale De Meo, Giacomo Fiumara, Giuseppe Piccione, Sebastiano Piccolo, Domenico Rosaci, Giuseppe M. L. Sarnè, Athanasios V. Vasilakos
An Empirical Comparison of Algorithms to Find Communities in Directed Graphs and Their Application in Web Data Analytics. IEEE Trans. Big Data 3 (3) (2017)
Santa Agreste, Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara
Network structure and resilience of Mafia syndicates. Inf. Sci. 351 (2016)
Biagio Bonasera, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano, Alessandro Provetti
Adaptive Search over Sorted Sets. CoRR (2015)
Biagio Bonasera, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano, Alessandro Provetti
Adaptive search over sorted sets. J. Discrete Algorithms 30 (2015)
Santa Agreste, Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara
Network Structure and Resilience of Mafia Syndicates. CoRR (2015)
Carlo Bernava, Giacomo Fiumara, Dario Maggiorini, Alessandro Provetti, Laura Anna Ripamonti
RDF annotation of Second Life objects: Knowledge Representation meets Social Virtual reality. CoRR (2015)
Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara
Detecting criminal organizations in mobile phone networks. Expert Syst. Appl. 41 (13) (2014)
Emilio Ferrara, Pasquale De Meo, Giacomo Fiumara, Robert Baumgartner
Web data extraction, applications and techniques: A survey. Knowl. Based Syst. 70 (2014)
Emilio Ferrara, Salvatore Catanese, Giacomo Fiumara
Criminal Network Analysis and Mining (CRIMENET 2014) - Introduction. SocInfo Workshops (2014)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Mixing local and global information for community detection in large networks. J. Comput. Syst. Sci. 80 (1) (2014)
Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara
Visualizing criminal networks reconstructed from mobile phone records. CoRR (2014)
Carlo Bernava, Giacomo Fiumara, Dario Maggiorini, Alessandro Provetti, Laura Anna Ripamonti
RDF annotation of Second Life objects: Knowledge Representation meets Social Virtual reality. Comput. Math. Organ. Theory 20 (1) (2014)
Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara
Visualizing criminal networks reconstructed from mobile phone records. HT (Doctoral Consortium / Late-breaking Results / Workshops) (2014)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
On Facebook, most ties are weak. Commun. ACM 57 (11) (2014)
Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara
Detecting criminal organizations in mobile phone networks. CoRR (2014)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Enhancing community detection using a network weighting strategy CoRR (2013)
Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara
Forensic Analysis of Phone Call Networks CoRR (2013)
Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara
Forensic analysis of phone call networks. Soc. Netw. Anal. Min. 3 (1) (2013)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Angela Ricciardello
A Novel Measure of Edge Centrality in Social Networks CoRR (2013)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Mixing local and global information for community detection in large networks CoRR (2013)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Enhancing community detection using a network weighting strategy. Inf. Sci. 222 (2013)
Emilio Ferrara, Giacomo Fiumara
Topological Features of Online Social Networks CoRR (2012)
Emilio Ferrara, Pasquale De Meo, Giacomo Fiumara, Alessandro Provetti
The role of strong and weak ties in Facebook: a community structure perspective CoRR (2012)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Angela Ricciardello
A novel measure of edge centrality in social networks. Knowl. Based Syst. 30 (2012)
Emilio Ferrara, Pasquale De Meo, Giacomo Fiumara, Robert Baumgartner
Web Data Extraction, Applications and Techniques: A Survey CoRR (2012)
Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
Rendering of 3D dynamic virtual environments. SimuTools (2011)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Improving recommendation quality by merging collaborative filtering and social relationships. ISDA (2011)
Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
Rendering of 3D Dynamic Virtual Environments CoRR (2011)
Giacomo Fiumara, Massimo Marchi, Rosamaria Pagano, Alessandro Provetti, N. Spada
A rule-based system for end-user e-mail annotations. CEAS (2011)
Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Crawling Facebook for social network analysis purposes. WIMS (2011)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Improving Recommendation Quality by Merging Collaborative Filtering and Social Relationships CoRR (2011)
Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Crawling Facebook for Social Network Analysis Purposes CoRR (2011)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Generalized Louvain method for community detection in large networks. ISDA (2011)
Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
A Framework for Designing 3D Virtual Environments. INTETAIN (2011)
Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
A Framework for Designing 3D Virtual Environments CoRR (2011)
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
Generalized Louvain Method for Community Detection in Large Networks CoRR (2011)
Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
Living City, a Collaborative Browser-based Massively Multiplayer Online Game CoRR (2010)
Giacomo Fiumara, Massimo Marchi, Rosamaria Pagano, Alessandro Provetti
Rule-Based Spam E-mail Annotation. RR (2010)
Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
Living city: a collaborative browser-based Massively Multiplayer Online Game. SimuTools (2010)
Giacomo Fiumara, Dario Maggiorini, Alessandro Provetti, Laura Anna Ripamonti
Knowledge Representation in Virtual Teams: A Perspective Approach for Synthetic Worlds. PRO-VE (2010)
Salvatore Amato Catanese, Giacomo Fiumara
A visual tool for forensic analysis of mobile phone traffic. MiFor@MM (2010)
Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara
Analyzing the Facebook Friendship Graph CoRR (2010)
Giacomo Fiumara, Massimo Marchi, Alessandro Provetti
Adaptive Web Data Extraction Policies. POLICY (2007)
Fiorella de Cindio, Giacomo Fiumara, Massimo Marchi, Alessandro Provetti, Laura Anna Ripamonti, Leonardo Sonnante
Aggregating Information and Enforcing Awareness Across Communities with the Dynamo RSS Feeds Creation Engine: Preliminary Report. OTM Workshops (1) (2006)
Sergio Bossa, Giacomo Fiumara, Alessandro Provetti
A Lightweight Architecture for RSS Polling of Arbitrary Web sources. WOA (2006)
Carlo Bernardoni, Giacomo Fiumara, Massimo Marchi, Alessandro Provetti
Declarative Web data extraction and annotation. WLP (2006)