Giacomo Fiumara

92 papers C 4Misc 1Journal 64Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Combining Gravity Box-Coverage With Effective Distance to Identify Key Nodes in Complex Networks. IEEE Trans. Comput. Soc. Syst. Xiaoyang Liu, Songwei He, Giacomo Fiumara, Pasquale De Meo, Tao Zhou
2026	J	`jnl`	GUDSAE: a graph up-down sampling adaptive ensemble method for fake news detection. Neurocomputing Xiaoyang Liu, Li Gong, Kangqi Zhang, Pasquale De Meo, Giacomo Fiumara
2025	J	`jnl`	AIARec: Adaptive intent-aware augmentation for graph contrastive learning recommendation method. Knowl. Based Syst. Xiaoyang Liu, Guiling Wen, Asgarali Bouyer, Giacomo Fiumara, Pasquale De Meo
2025	J	`jnl`	Heterogeneous multiviews-based efficient graph contrastive learning model for short text classification. Knowl. Based Syst. Kangqi Zhang, Xiaoyang Liu, Jiawei Zhang, Lin Gan, Giacomo Fiumara, Pasquale De Meo
2024	J	`jnl`	A hybrid improved compressed particle swarm optimization WSN node location algorithm. Phys. Commun. Xiaoyang Liu, Kangqi Zhang, Xiaoqin Zhang, Giacomo Fiumara, Pasquale De Meo
2024	J	`jnl`	Cross-Domain Recommendation To Cold-Start Users Via Categorized Preference Transfer. Comput. J. Xiaoyang Liu, Xiaoyang Fu, Pasquale De Meo, Giacomo Fiumara
2024	J	`jnl`	Discrete-Time Quantum Walks Community Detection in Multi-Domain Networks. Comput. J. Xiaoyang Liu, Nan Ding, Yudie Wu, Giacomo Fiumara, Pasquale De Meo
2024	J	`jnl`	Heterogeneous graph community detection method based on K-nearest neighbor graph neural network. Intell. Data Anal. Xiaoyang Liu, Yudie Wu, Giacomo Fiumara, Pasquale De Meo
2024	J	`jnl`	Influence Nodes Identifying Method via Community-Based Backward Generating Network Framework. IEEE Trans. Netw. Sci. Eng. Xiaoyang Liu, Shu Ye, Giacomo Fiumara, Pasquale De Meo
2024	J	`jnl`	Information Propagation Prediction Based on Spatial-Temporal Attention and Heterogeneous Graph Convolutional Networks. IEEE Trans. Comput. Soc. Syst. Xiaoyang Liu, Chenxiang Miao, Giacomo Fiumara, Pasquale De Meo
2024	J	`jnl`	Key Node Identification Method Integrating Information Transmission Probability and Path Diversity in Complex Network. Comput. J. Xiaoyang Liu, Luyuan Gao, Giacomo Fiumara, Pasquale De Meo
2023	J	`jnl`	An adversarial training method for text classification. J. King Saud Univ. Comput. Inf. Sci. Xiaoyang Liu, Shanghong Dai, Giacomo Fiumara, Pasquale De Meo
2023	J	`jnl`	Human and Social Capital Strategies for Mafia Network Disruption. IEEE Trans. Inf. Forensics Secur. Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo
2023	J	`jnl`	Influential Spreaders Identification in Complex Networks With TOPSIS and K-Shell Decomposition. IEEE Trans. Comput. Soc. Syst. Xiaoyang Liu, Shu Ye, Giacomo Fiumara, Pasquale De Meo
2023	J	`jnl`	Key nodes identification in complex networks based on subnetwork feature extraction. J. King Saud Univ. Comput. Inf. Sci. Luyuan Gao, Xiaoyang Liu, Chao Liu, Yihao Zhang, Giacomo Fiumara, Pasquale De Meo
2023	J	`jnl`	Link prediction approach combined graph neural network with capsule network. Expert Syst. Appl. Xiaoyang Liu, Xiang Li, Giacomo Fiumara, Pasquale De Meo
2023	Misc	`conf`	Novel Strategies for Road Network Disruption Analysis. UCC Annamaria Ficara, Giacomo Fiumara, Maria Fazio, Antonio Celesti, Massimo Villari
2023	J	`jnl`	Target-specific sentiment analysis method combining word-masking data enhancement and adversarial learning. Comput. J. Xiaoyang Liu, Shanghong Dai, Giacomo Fiumara, Pasquale De Meo
2022	—	`conf`	Analysis on the Effects of Graph Perturbations on Centrality Metrics. COMPLEX NETWORKS (2) Lucia Cavallaro, Pasquale De Meo, Keyvan Golalipour, Xiaoyang Liu, Giacomo Fiumara, Andrea Tagarelli, Antonio Liotta
2022	—	`conf`	Classical and Quantum Random Walks to Identify Leaders in Criminal Networks. COMPLEX NETWORKS (1) Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese
2022	J	`jnl`	Classical and Quantum Random Walks to Identify Leaders in Criminal Networks. CoRR Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese
2022	J	`jnl`	Complex Network Hierarchical Sampling Method Combining Node Neighborhood Clustering Coefficient with Random Walk. New Gener. Comput. Xiaoyang Liu, Mengyao Zhang, Giacomo Fiumara, Pasquale De Meo
2022	J	`jnl`	Human and social capital strategies for Mafia network disruption. CoRR Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo
2022	J	`jnl`	Simple Physics With Python: A Workbook on Introductory Physics With Open-Source Software. Comput. Sci. Eng. Andrea Mandanici, Giuseppe Mandaglio, Giovanni Pirrotta, Valeria Conti Nibali, Giacomo Fiumara
2022	J	`jnl`	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
2021	—	`conf`	Correlation Analysis of Node and Edge Centrality Measures in Artificial Complex Networks. ICICT (3) Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
2021	J	`jnl`	Correlation analysis of nodes and edges centrality measures in artificial complex networks. CoRR Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
2021	J	`jnl`	Criminal Networks Analysis in Missing Data scenarios through Graph Distances. CoRR Annamaria Ficara, Lucia Cavallaro, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Wei Song, Antonio Liotta
2021	J	`jnl`	Graph and Network Theory for the analysis of Criminal Networks. CoRR Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
2021	—	`conf`	Multilayer Network Analysis: The Identification of Key Actors in a Sicilian Mafia Operation. FABULOUS Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese
2021	J	`jnl`	Multilayer Network Analysis: The Identification of Key Actors in a Sicilian Mafia Operation. CoRR Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Salvatore Catanese
2021	—	`conf`	Relations Between Entropy and Accuracy Trends in Complex Artificial Neural Networks. COMPLEX NETWORKS Lucia Cavallaro, Marco Grassia, Giacomo Fiumara, Giuseppe Mangioni, Pasquale De Meo, Vincenza Carchiolo, Ovidiu Bagdasar, Antonio Liotta
2021	J	`jnl`	Studying Physics, Getting to Know Python: RC Circuit, Simple Experiments, Coding, and Data Analysis With Raspberry Pi. Comput. Sci. Eng. Andrea Mandanici, Salvatore Alessandro Sarà, Giacomo Fiumara, Giuseppe Mandaglio, Sharon Broude Geva, Dirk Colbry
2020	J	`jnl`	Artificial neural networks training acceleration through network science strategies. Soft Comput. Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
2020	J	`jnl`	Correlations among Game of Thieves and other centrality measures in complex networks. CoRR Annamaria Ficara, Giacomo Fiumara, Pasquale De Meo, Antonio Liotta
2020	J	`jnl`	Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia. CoRR Lucia Cavallaro, Annamaria Ficara, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
2020	—	`conf`	Graph Comparison and Artificial Models for Simulating Real Criminal Networks. COMPLEX NETWORKS (2) Lucia Cavallaro, Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Antonio Liotta
2020	J	`jnl`	Input Selection Methods for Soft Sensor Design: A Survey. Future Internet Francesco Curreri, Giacomo Fiumara, Maria Gabriella Xibilia
2020	J	`jnl`	Investigating classification supervised learning approaches for the identification of critical patients' posts in a healthcare social network. Appl. Soft Comput. Lorenzo Carnevale, Antonio Celesti, Giacomo Fiumara, Antonino Galletta, Massimo Villari
2020	J	`jnl`	Robust link prediction in criminal networks: A case study of the Sicilian Mafia. Expert Syst. Appl. Francesco Calderoni, Salvatore Catanese, Pasquale De Meo, Annamaria Ficara, Giacomo Fiumara
2019	J	`jnl`	A machine learning-based approach for predicting the outbreak of cardiovascular diseases in patients on dialysis. Comput. Methods Programs Biomed. Sabrina Mezzatesta, Claudia Torino, Pasquale De Meo, Giacomo Fiumara, Antonio Vilasi
2019	—	`conf`	Artificial Neural Networks Training Acceleration Through Network Science Strategies. NUMTA (2) Lucia Cavallaro, Ovidiu Bagdasar, Pasquale De Meo, Giacomo Fiumara, Antonio Liotta
2019	—	`conf`	Social Network Analysis of Sicilian Mafia Interconnections. COMPLEX NETWORKS (2) Annamaria Ficara, Lucia Cavallaro, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar, Antonio Liotta
2018	C	`conf`	Analysis of a NoSQL Graph DBMS for a Hospital Social Network. ISCC Antonio Celesti, Alina Buzachis, Antonino Galletta, Giacomo Fiumara, Maria Fazio, Massimo Villari
2018	—	`conf`	Applying Artificial Intelligence in Healthcare Social Networks to Identity Critical Issues in Patients' Posts. HEALTHINF Giacomo Fiumara, Antonio Celesti, Antonino Galletta, Lorenzo Carnevale, Massimo Villari
2017	J	`jnl`	An Empirical Comparison of Algorithms to Find Communities in Directed Graphs and Their Application in Web Data Analytics. IEEE Trans. Big Data Santa Agreste, Pasquale De Meo, Giacomo Fiumara, Giuseppe Piccione, Sebastiano Antonio Piccolo, Domenico Rosaci, Giuseppe M. L. Sarnè, Athanasios V. Vasilakos
2016	J	`jnl`	Network structure and resilience of Mafia syndicates. Inf. Sci. Santa Agreste, Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara
2015	J	`jnl`	Adaptive Search over Sorted Sets. CoRR Biagio Bonasera, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano, Alessandro Provetti
2015	J	`jnl`	Adaptive search over sorted sets. J. Discrete Algorithms Biagio Bonasera, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano, Alessandro Provetti
2015	J	`jnl`	Network Structure and Resilience of Mafia Syndicates. CoRR Santa Agreste, Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara
2015	J	`jnl`	RDF annotation of Second Life objects: Knowledge Representation meets Social Virtual reality. CoRR Carlo Bernava, Giacomo Fiumara, Dario Maggiorini, Alessandro Provetti, Laura Anna Ripamonti
2014	—	`conf`	Criminal Network Analysis and Mining (CRIMENET 2014) - Introduction. SocInfo Workshops Emilio Ferrara, Salvatore Catanese, Giacomo Fiumara
2014	J	`jnl`	Detecting criminal organizations in mobile phone networks. CoRR Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara
2014	J	`jnl`	Detecting criminal organizations in mobile phone networks. Expert Syst. Appl. Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara
2014	J	`jnl`	Mixing local and global information for community detection in large networks. J. Comput. Syst. Sci. Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2014	J	`jnl`	On Facebook, most ties are weak. Commun. ACM Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2014	J	`jnl`	RDF annotation of Second Life objects: Knowledge Representation meets Social Virtual reality. Comput. Math. Organ. Theory Carlo Bernava, Giacomo Fiumara, Dario Maggiorini, Alessandro Provetti, Laura Anna Ripamonti
2014	—	`conf`	Visualizing criminal networks reconstructed from mobile phone records. HT (Doctoral Consortium / Late-breaking Results / Workshops) Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara
2014	J	`jnl`	Visualizing criminal networks reconstructed from mobile phone records. CoRR Emilio Ferrara, Pasquale De Meo, Salvatore Catanese, Giacomo Fiumara
2014	J	`jnl`	Web data extraction, applications and techniques: A survey. Knowl. Based Syst. Emilio Ferrara, Pasquale De Meo, Giacomo Fiumara, Robert Baumgartner
2013	J	`jnl`	A Novel Measure of Edge Centrality in Social Networks CoRR Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Angela Ricciardello
2013	J	`jnl`	Enhancing community detection using a network weighting strategy CoRR Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2013	J	`jnl`	Enhancing community detection using a network weighting strategy. Inf. Sci. Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2013	J	`jnl`	Forensic Analysis of Phone Call Networks CoRR Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara
2013	J	`jnl`	Forensic analysis of phone call networks. Soc. Netw. Anal. Min. Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara
2013	J	`jnl`	Mixing local and global information for community detection in large networks CoRR Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2012	J	`jnl`	A novel measure of edge centrality in social networks. Knowl. Based Syst. Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Angela Ricciardello
2012	—	`ch.`	Extraction and Analysis of Facebook Friendship Relations. Computational Social Networks Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2012	J	`jnl`	The role of strong and weak ties in Facebook: a community structure perspective CoRR Emilio Ferrara, Pasquale De Meo, Giacomo Fiumara, Alessandro Provetti
2012	J	`jnl`	Topological Features of Online Social Networks CoRR Emilio Ferrara, Giacomo Fiumara
2012	J	`jnl`	Web Data Extraction, Applications and Techniques: A Survey CoRR Emilio Ferrara, Pasquale De Meo, Giacomo Fiumara, Robert Baumgartner
2011	J	`jnl`	A Framework for Designing 3D Virtual Environments CoRR Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
2011	—	`conf`	A Framework for Designing 3D Virtual Environments. INTETAIN Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
2011	—	`conf`	A rule-based system for end-user e-mail annotations. CEAS Giacomo Fiumara, Massimo Marchi, Rosamaria Pagano, Alessandro Provetti, N. Spada
2011	J	`jnl`	Crawling Facebook for Social Network Analysis Purposes CoRR Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2011	—	`conf`	Crawling Facebook for social network analysis purposes. WIMS Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2011	J	`jnl`	Generalized Louvain Method for Community Detection in Large Networks CoRR Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2011	C	`conf`	Generalized Louvain method for community detection in large networks. ISDA Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2011	J	`jnl`	Improving Recommendation Quality by Merging Collaborative Filtering and Social Relationships CoRR Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2011	C	`conf`	Improving recommendation quality by merging collaborative filtering and social relationships. ISDA Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti
2011	J	`jnl`	Rendering of 3D Dynamic Virtual Environments CoRR Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
2011	—	`conf`	Rendering of 3D dynamic virtual environments. SimuTools Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
2010	—	`conf`	A visual tool for forensic analysis of mobile phone traffic. MiFor@MM Salvatore Amato Catanese, Giacomo Fiumara
2010	J	`jnl`	Analyzing the Facebook Friendship Graph CoRR Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara
2010	C	`conf`	Knowledge Representation in Virtual Teams: A Perspective Approach for Synthetic Worlds. PRO-VE Giacomo Fiumara, Dario Maggiorini, Alessandro Provetti, Laura Anna Ripamonti
2010	J	`jnl`	Living City, a Collaborative Browser-based Massively Multiplayer Online Game CoRR Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
2010	—	`conf`	Living city: a collaborative browser-based Massively Multiplayer Online Game. SimuTools Emilio Ferrara, Giacomo Fiumara, Francesco Pagano
2010	—	`conf`	Rule-Based Spam E-mail Annotation. RR Giacomo Fiumara, Massimo Marchi, Rosamaria Pagano, Alessandro Provetti
2007	—	`conf`	Adaptive Web Data Extraction Policies. POLICY Giacomo Fiumara, Massimo Marchi, Alessandro Provetti
2006	—	`conf`	A Lightweight Architecture for RSS Polling of Arbitrary Web sources. WOA Sergio Bossa, Giacomo Fiumara, Alessandro Provetti
2006	—	`conf`	Aggregating Information and Enforcing Awareness Across Communities with the Dynamo RSS Feeds Creation Engine: Preliminary Report. OTM Workshops (1) Fiorella de Cindio, Giacomo Fiumara, Massimo Marchi, Alessandro Provetti, Laura Anna Ripamonti, Leonardo Sonnante
2006	—	`conf`	Declarative Web data extraction and annotation. WLP Carlo Bernardoni, Giacomo Fiumara, Massimo Marchi, Alessandro Provetti