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Giacomo Fiumara
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Journal Articles
- 2024
- [j30]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): 127-141 (2024) - [j29]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): 2379-2389 (2024) - [j28]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): 945-958 (2024) - [j27]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): 236-253 (2024) - 2023
- [j26]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): 2138-2154 (2023) - [j25]Xiaoyang Liu, Xiang Li, Giacomo Fiumara
, Pasquale De Meo
:
Link prediction approach combined graph neural network with capsule network. Expert Syst. Appl. 212: 118737 (2023) - [j24]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): 101631 (2023) - [j23]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): 101697 (2023) - [j22]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): 347-361 (2023) - [j21]Annamaria Ficara
, Francesco Curreri
, Giacomo Fiumara
, Pasquale De Meo
:
Human and Social Capital Strategies for Mafia Network Disruption. IEEE Trans. Inf. Forensics Secur. 18: 1926-1936 (2023) - 2022
- [j20]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): 74-78 (2022) - [j19]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): 123 (2022) - [j18]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): 765-807 (2022) - 2021
- [j17]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): 93-96 (2021) - 2020
- [j16]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: 106155 (2020) - [j15]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: 113666 (2020) - [j14]Francesco Curreri
, Giacomo Fiumara
, Maria Gabriella Xibilia
:
Input Selection Methods for Soft Sensor Design: A Survey. Future Internet 12(6): 97 (2020) - [j13]Lucia Cavallaro
, Ovidiu Bagdasar
, Pasquale De Meo
, Giacomo Fiumara
, Antonio Liotta
:
Artificial neural networks training acceleration through network science strategies. Soft Comput. 24(23): 17787-17795 (2020) - 2019
- [j12]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: 9-15 (2019) - 2017
- [j11]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): 289-306 (2017) - 2016
- [j10]Santa Agreste, Salvatore Catanese, Pasquale De Meo, Emilio Ferrara
, Giacomo Fiumara:
Network structure and resilience of Mafia syndicates. Inf. Sci. 351: 30-47 (2016) - 2015
- [j9]Biagio Bonasera, Emilio Ferrara
, Giacomo Fiumara, Francesco Pagano, Alessandro Provetti
:
Adaptive search over sorted sets. J. Discrete Algorithms 30: 128-133 (2015) - 2014
- [j8]Pasquale De Meo, Emilio Ferrara
, Giacomo Fiumara, Alessandro Provetti:
On Facebook, most ties are weak. Commun. ACM 57(11): 78-84 (2014) - [j7]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): 20-35 (2014) - [j6]Emilio Ferrara
, Pasquale De Meo
, Salvatore Catanese, Giacomo Fiumara:
Detecting criminal organizations in mobile phone networks. Expert Syst. Appl. 41(13): 5733-5750 (2014) - [j5]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): 72-87 (2014) - [j4]Emilio Ferrara
, Pasquale De Meo
, Giacomo Fiumara, Robert Baumgartner:
Web data extraction, applications and techniques: A survey. Knowl. Based Syst. 70: 301-323 (2014) - 2013
- [j3]Pasquale De Meo, Emilio Ferrara
, Giacomo Fiumara
, Alessandro Provetti:
Enhancing community detection using a network weighting strategy. Inf. Sci. 222: 648-668 (2013) - [j2]Salvatore Catanese, Emilio Ferrara
, Giacomo Fiumara
:
Forensic analysis of phone call networks. Soc. Netw. Anal. Min. 3(1): 15-33 (2013) - 2012
- [j1]Pasquale De Meo
, Emilio Ferrara
, Giacomo Fiumara
, Angela Ricciardello
:
A novel measure of edge centrality in social networks. Knowl. Based Syst. 30: 136-150 (2012)
Conference and Workshop Papers
- 2023
- [c27]Annamaria Ficara
, Giacomo Fiumara
, Maria Fazio
, Antonio Celesti, Massimo Villari:
Novel Strategies for Road Network Disruption Analysis. UCC 2023: 16 - 2022
- [c26]Annamaria Ficara
, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese:
Classical and Quantum Random Walks to Identify Leaders in Criminal Networks. COMPLEX NETWORKS (1) 2022: 190-201 - [c25]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: 433-444 - 2021
- [c24]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: 452-460 - [c23]Annamaria Ficara
, Giacomo Fiumara
, Pasquale De Meo
, Salvatore Catanese
:
Multilayer Network Analysis: The Identification of Key Actors in a Sicilian Mafia Operation. FABULOUS 2021: 120-134 - [c22]Annamaria Ficara
, Giacomo Fiumara
, Pasquale De Meo
, Antonio Liotta
:
Correlation Analysis of Node and Edge Centrality Measures in Artificial Complex Networks. ICICT (3) 2021: 901-908 - 2020
- [c21]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: 286-297 - 2019
- [c20]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: 440-450 - [c19]Lucia Cavallaro
, Ovidiu Bagdasar
, Pasquale De Meo
, Giacomo Fiumara
, Antonio Liotta
:
Artificial Neural Networks Training Acceleration Through Network Science Strategies. NUMTA (2) 2019: 330-336 - 2018
- [c18]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: 680-687 - [c17]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: 1298-1303 - 2014
- [c16]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 - [c15]Emilio Ferrara
, Salvatore Catanese, Giacomo Fiumara:
Criminal Network Analysis and Mining (CRIMENET 2014) - Introduction. SocInfo Workshops 2014: 75-77 - 2011
- [c14]Giacomo Fiumara, Massimo Marchi, Rosamaria Pagano, Alessandro Provetti
, N. Spada:
A rule-based system for end-user e-mail annotations. CEAS 2011: 102-108 - [c13]Salvatore Catanese, Emilio Ferrara
, Giacomo Fiumara
, Francesco Pagano:
A Framework for Designing 3D Virtual Environments. INTETAIN 2011: 209-218 - [c12]Pasquale De Meo, Emilio Ferrara
, Giacomo Fiumara
, Alessandro Provetti:
Generalized Louvain method for community detection in large networks. ISDA 2011: 88-93 - [c11]Pasquale De Meo, Emilio Ferrara
, Giacomo Fiumara
, Alessandro Provetti:
Improving recommendation quality by merging collaborative filtering and social relationships. ISDA 2011: 587-592 - [c10]Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara
, Francesco Pagano:
Rendering of 3D dynamic virtual environments. SimuTools 2011: 351-358 - [c9]Salvatore Catanese, Pasquale De Meo, Emilio Ferrara
, Giacomo Fiumara
, Alessandro Provetti:
Crawling Facebook for social network analysis purposes. WIMS 2011: 52 - 2010
- [c8]Giacomo Fiumara
, Dario Maggiorini
, Alessandro Provetti
, Laura Anna Ripamonti
:
Knowledge Representation in Virtual Teams: A Perspective Approach for Synthetic Worlds. PRO-VE 2010: 619-625 - [c7]Salvatore Amato Catanese, Giacomo Fiumara
:
A visual tool for forensic analysis of mobile phone traffic. MiFor@MM 2010: 71-76 - [c6]Giacomo Fiumara
, Massimo Marchi, Rosamaria Pagano, Alessandro Provetti
:
Rule-Based Spam E-mail Annotation. RR 2010: 231-234 - [c5]Emilio Ferrara, Giacomo Fiumara
, Francesco Pagano:
Living city: a collaborative browser-based Massively Multiplayer Online Game. SimuTools 2010: 9 - 2007
- [c4]Giacomo Fiumara
, Massimo Marchi, Alessandro Provetti
:
Adaptive Web Data Extraction Policies. POLICY 2007: 281 - 2006
- [c3]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: 227-236 - [c2]Carlo Bernardoni, Giacomo Fiumara, Massimo Marchi, Alessandro Provetti:
Declarative Web data extraction and annotation. WLP 2006: 137-144 - [c1]Sergio Bossa, Giacomo Fiumara, Alessandro Provetti:
A Lightweight Architecture for RSS Polling of Arbitrary Web sources. WOA 2006
Parts in Books or Collections
- 2012
- [p1]Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara
, Alessandro Provetti:
Extraction and Analysis of Facebook Friendship Relations. Computational Social Networks 2012: 291-324
Informal and Other Publications
- 2022
- [i27]Annamaria Ficara, Giacomo Fiumara
, Pasquale De Meo, Salvatore Catanese:
Classical and Quantum Random Walks to Identify Leaders in Criminal Networks. CoRR abs/2209.02005 (2022) - [i26]Annamaria Ficara, Francesco Curreri, Giacomo Fiumara
, Pasquale De Meo:
Human and social capital strategies for Mafia network disruption. CoRR abs/2209.02012 (2022) - 2021
- [i25]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 abs/2103.00457 (2021) - [i24]Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta:
Graph and Network Theory for the analysis of Criminal Networks. CoRR abs/2103.02504 (2021) - [i23]Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta:
Correlation analysis of nodes and edges centrality measures in artificial complex networks. CoRR abs/2103.05427 (2021) - [i22]Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese:
Multilayer Network Analysis: The Identification of Key Actors in a Sicilian Mafia Operation. CoRR abs/2105.09397 (2021) - 2020
- [i21]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 abs/2003.05303 (2020) - [i20]Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta:
Correlations among Game of Thieves and other centrality measures in complex networks. CoRR abs/2012.13013 (2020) - 2015
- [i19]Biagio Bonasera, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano, Alessandro Provetti:
Adaptive Search over Sorted Sets. CoRR abs/1502.03845 (2015) - [i18]Carlo Bernava, Giacomo Fiumara, Dario Maggiorini, Alessandro Provetti, Laura Anna Ripamonti:
RDF annotation of Second Life objects: Knowledge Representation meets Social Virtual reality. CoRR abs/1504.02358 (2015) - [i17]Santa Agreste, Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara:
Network Structure and Resilience of Mafia Syndicates. CoRR abs/1509.01608 (2015) - 2014
- [i16]Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara:
Detecting criminal organizations in mobile phone networks. CoRR abs/1404.1295 (2014) - [i15]Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara:
Visualizing criminal networks reconstructed from mobile phone records. CoRR abs/1407.2837 (2014) - 2013
- [i14]Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti:
Mixing local and global information for community detection in large networks. CoRR abs/1303.1738 (2013) - [i13]Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti:
Enhancing community detection using a network weighting strategy. CoRR abs/1303.1741 (2013) - [i12]Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Angela Ricciardello:
A Novel Measure of Edge Centrality in Social Networks. CoRR abs/1303.1747 (2013) - [i11]Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara:
Forensic Analysis of Phone Call Networks. CoRR abs/1303.1827 (2013) - 2012
- [i10]Emilio Ferrara, Giacomo Fiumara:
Topological Features of Online Social Networks. CoRR abs/1202.0331 (2012) - [i9]Emilio Ferrara, Pasquale De Meo, Giacomo Fiumara, Alessandro Provetti:
The role of strong and weak ties in Facebook: a community structure perspective. CoRR abs/1203.0535 (2012) - [i8]Emilio Ferrara, Pasquale De Meo, Giacomo Fiumara, Robert Baumgartner:
Web Data Extraction, Applications and Techniques: A Survey. CoRR abs/1207.0246 (2012) - 2011
- [i7]Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano:
Rendering of 3D Dynamic Virtual Environments. CoRR abs/1103.4271 (2011) - [i6]Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti:
Crawling Facebook for Social Network Analysis Purposes. CoRR abs/1105.6307 (2011) - [i5]Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano:
A Framework for Designing 3D Virtual Environments. CoRR abs/1107.0690 (2011) - [i4]Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti:
Generalized Louvain Method for Community Detection in Large Networks. CoRR abs/1108.1502 (2011) - [i3]Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti:
Improving Recommendation Quality by Merging Collaborative Filtering and Social Relationships. CoRR abs/1109.6698 (2011) - 2010
- [i2]Emilio Ferrara, Giacomo Fiumara, Francesco Pagano:
Living City, a Collaborative Browser-based Massively Multiplayer Online Game. CoRR abs/1011.5164 (2010) - [i1]Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara:
Analyzing the Facebook Friendship Graph. CoRR abs/1011.5168 (2010)
Coauthor Index
aka: Salvatore Amato Catanese
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