Antonella Guzzo

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 35

Top Topics

Learning Models

Coalition Formation

Activity Detection

Point Processes

Top Venues

DASC/PiCom/CBDCom/CyberSciTech

Future Gener. Comput. Syst.

IEEE Trans. Knowl. Data Eng.

Publications

Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli
Model aggregation techniques in federated learning: A comprehensive survey. Future Gener. Comput. Syst. 150 (2024)
Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
Causal knowledge fusion for 3D cross-modality cardiac image segmentation. Inf. Fusion 99 (2023)
Claudia Greco, Michele Ianni, Antonella Guzzo, Giancarlo Fortino
Explaining Binary Obfuscation. CSR (2023)
Usman Tahir, Fiza Siyal, Michele Ianni, Antonella Guzzo, Giancarlo Fortino
Exploiting Bytecode Analysis for Reentrancy Vulnerability Detection in Ethereum Smart Contracts. DASC/PiCom/CBDCom/CyberSciTech (2023)
Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
Attention-Based Multihead Deep Learning Framework for Online Activity Monitoring With Smartwatch Sensors. IEEE Internet Things J. 10 (20) (2023)
Aitizaz Ali, Muhammad Fermi Pasha, Antonio Guerrieri, Antonella Guzzo, Xiaobing Sun, Aamir Saeed, Amir Hussain, Giancarlo Fortino
A Novel Homomorphic Encryption and Consortium Blockchain-Based Hybrid Deep Learning Model for Industrial Internet of Medical Things. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Carmelo Felicetti, Antonella Guzzo, Giuseppe Manco, Francesco Pasqua, Ettore Ritacco, Antonino Rullo, Domenico Saccà
Deep Learning/PUF-based Item Identification for Supply Chain Management in a Distributed Ledger Framework. BCCA (2023)
Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni
Identification and prediction of attacks to industrial control systems using temporal point processes. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Mujahid Hussain, Makhmoor Fiza, Aiman Khalil, Asad Ali Siyal, Fayaz Ali Dharejo, Waheeduddin Hyder, Antonella Guzzo, Moez Krichen, Giancarlo Fortino
Transfer learning-based quantized deep learning models for nail melanoma classification. Neural Comput. Appl. 35 (30) (2023)
Asaf Raza, Antonella Guzzo, Giancarlo Fortino
Federated Learning for Medical Images Analysis: A Meta Survey. DASC/PiCom/CBDCom/CyberSciTech (2023)
Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni
SigIL: A Signature-Based Approach of Malware Detection on Intermediate Language. ESORICS Workshops (2) (2023)
Carlo Adornetto, Antonella Guzzo, Andrea Vasile
Automatic Medical Report Generation via Latent Space Conditioning and Transformers. DASC/PiCom/CBDCom/CyberSciTech (2023)
Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
Survival prediction of heart failure patients using motion-based analysis method. Comput. Methods Programs Biomed. 236 (2023)
Jiahui Chen, Hang Xiao, Yushan Zheng, Mohammad Mehedi Hassan, Michele Ianni, Antonella Guzzo, Giancarlo Fortino
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things. Internet Things 23 (2023)
Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
Energy Aware Federated Learning with Application of Activity Recognition. DASC/PiCom/CBDCom/CyberSciTech (2023)
Antonella Guzzo, Giancarlo Fortino, Gianluigi Greco, Marcello Maggiolini
Data and model aggregation for radiomics applications: Emerging trend and open challenges. Inf. Fusion 100 (2023)
Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni
Enabling Faster Security Assessment of Re-hosted Firmware. DASC/PiCom/CBDCom/CyberSciTech (2022)
Antonella Guzzo, Antonino Rullo, Eugenio Vocaturo
Process mining applications in the healthcare domain: A comprehensive review. WIREs Data Mining Knowl. Discov. 12 (2) (2022)
Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni
Neural Network based Temporal Point Processes for Attack Detection in Industrial Control Systems. CSR (2022)
Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella
Activity Daily Living prediction with Marked Temporal Point Processes (Discussion Paper). SEBD (2021)
Antonella Guzzo
Special Issue on Process Mining and Emerging Applications. Algorithms 14 (1) (2021)
Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
. ICHMS (2021)
Antonella Guzzo, Mikel Joaristi, Antonino Rullo, Edoardo Serra
A multi-perspective approach for the analysis of complex business processes behavior. Expert Syst. Appl. 177 (2021)
Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella
Predicting activities of daily living via temporal point processes: Approaches and experimental results. Comput. Electr. Eng. 96 (Part) (2021)
Valeria Fionda, Antonella Guzzo
Control-Flow Modeling with Declare: Behavioral Properties, Computational Complexity, and Tools. IEEE Trans. Knowl. Data Eng. 32 (5) (2020)
Gianluigi Greco, Antonella Guzzo, Giuseppe Nardiello
FD-VAE: A Feature Driven VAE Architecture for Flexible Synthetic Data Generation. DEXA (1) (2020)
Antonella Guzzo, Michele Ianni, Andrea Pugliese, Domenico Saccà
Modeling and efficiently detecting security-critical sequences of actions. Future Gener. Comput. Syst. 113 (2020)
Luciano Argento, Sabrina Graziano, Alfredo Garro, Antonella Guzzo, Francesco Pasqua, Domenico Saccà
A Simulation-based and Data-driven Framework for Enabling the Analysis and Design of Business Processes based on Blockchain and Smart Contracts Solutions. DLT@ITASEC (2020)
Antonino Rullo, Antonella Guzzo, Edoardo Serra, Erika Tirrito
A Framework for the Multi-modal Analysis of Novel Behavior in Business Processes. IDEAL (1) (2020)
Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella
Exploiting Marked Temporal Point Processes for Predicting Activities of Daily Living. ICHMS (2020)
Gianluigi Greco, Antonella Guzzo
Constrained Coalition Formation on Valuation Structures: Formal Framework, Applications, and Islands of Tractability (Extended Abstract). IJCAI (2018)
Mario Alviano, Gianluigi Greco, Antonella Guzzo
Coalition formation in social environments with logic-based agents. AI Commun. 31 (5) (2018)
Gianluigi Greco, Antonella Guzzo
Constrained coalition formation on valuation structures: Formal framework, applications, and islands of tractability. Artif. Intell. 249 (2017)
Antonella Guzzo, Andrea Pugliese, Antonino Rullo, Domenico Saccà, Antonio Piccolo
Malevolent Activity Detection with Hypergraph-Based Models. IEEE Trans. Knowl. Data Eng. 29 (5) (2017)
Gianluigi Greco, Antonella Guzzo
Coalition Formation with Logic-Based Agents. EUMAS/AT (2016)
Gianluigi Greco, Antonella Guzzo, Francesco Lupia, Luigi Pontieri
Process Discovery under Precedence Constraints. ACM Trans. Knowl. Discov. Data 9 (4) (2015)
Leonardo Aniello, Andrea Bondavalli, Andrea Ceccarelli, Claudio Ciccotelli, Marcello Cinque, Flavio Frattini, Antonella Guzzo, Antonio Pecchia, Andrea Pugliese, Leonardo Querzoni, Stefano Russo
Big Data in Critical Infrastructures Security Monitoring: Challenges and Opportunities. CoRR (2014)
Antonella Guzzo, Andrea Pugliese, Antonino Rullo, Domenico Saccà
Hypergraph-Based Attack Models for Network Intrusion Detection. SEBD (2014)
Antonella Guzzo, Luigi Moccia, Domenico Saccà, Edoardo Serra
Solving inverse frequent itemset mining with infrequency constraints via large-scale linear programs. ACM Trans. Knowl. Discov. Data 7 (4) (2013)
Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Methods and techniques for discovering taxonomies of behavioral process models. WIREs Data Mining Knowl. Discov. 3 (3) (2013)
Antonella Guzzo, Andrea Pugliese, Antonino Rullo, Domenico Saccà
Intrusion Detection with Hypergraph-Based Attack Models. GKR (2013)
Gianluigi Greco, Antonella Guzzo, Francesco Lupia, Luigi Pontieri
Reasoning about Precedence Constraints for Process Mining Applications. SEBD (2013)
Domenico Saccà, Edoardo Serra, Antonella Guzzo
Count Constraints for Inverse OLAP and Aggregate Data Exchange. SEBD (2012)
Domenico Saccà, Edoardo Serra, Antonella Guzzo
Count Constraints and the Inverse OLAP Problem: Definition, Complexity and a Step toward Aggregate Data Exchange. FoIKS (2012)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Process Discovery via Precedence Constraints. ECAI (2012)
Antonella Guzzo, Luigi Moccia, Domenico Saccà, Edoardo Serra
A Decomposition Technique for the Inverse Frequent Itemset Mining Problem. SEBD (2011)
Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Mining usage scenarios in business processes: Outlier-aware discovery and run-time prediction. Data Knowl. Eng. 70 (12) (2011)
Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Munoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn
Process Mining Manifesto. Business Process Management Workshops (1) (2011)
Gianluigi Greco, Antonella Guzzo, Domenico Saccà
Simulations on workflow management systems: A framework based on event choice datalog. Intelligenza Artificiale 5 (2) (2011)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Coclustering Multiple Heterogeneous Domains: Linear Combinations and Agreements. IEEE Trans. Knowl. Data Eng. 22 (12) (2010)
Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Scalable parallel co-clustering over multiple heterogeneous data types. HPCS (2010)
Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Discovering expressive process models from noised log data. IDEAS (2009)
Antonella Guzzo, Domenico Saccà, Edoardo Serra
An Effective Approach to Inverse Frequent Set Mining. ICDM (2009)
Lucantonio Ghionna, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Outlier Detection Techniques for Process Mining Applications. SEBD (2008)
Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Discovering Multi-perspective Process Models: The Case of Loosely-Structured Processes. ICEIS (2008)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Mining taxonomies of process models. Data Knowl. Eng. 67 (1) (2008)
Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Discovering Multi-Perspective Process Models. ICEIS (2) (2008)
Lucantonio Ghionna, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Outlier Detection Techniques for Process Mining Applications. ISMIS (2008)
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
Mining unconnected patterns in workflows. Inf. Syst. 32 (5) (2007)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
An Information-Theoretic Framework for High-Order Co-Clustering of Heterogeneous Objects. SEBD (2007)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
An Information-Theoretic Framework for Process Structure and Data Mining. Int. J. Data Warehous. Min. 3 (4) (2007)
Ana Karla Alves de Medeiros, Antonella Guzzo, Gianluigi Greco, Wil M. P. van der Aalst, A. J. M. M. Weijters, Boudewijn F. van Dongen, Domenico Saccà
Process Mining Based on Clustering: A Quest for Precision. Business Process Management Workshops (2007)
Antonio D. Chiaravalloti, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
An Information-Theoretic Framework for Process Structure and Data Mining. DaWaK (2006)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà
Discovering Expressive Process Models by Clustering Log Traces. IEEE Trans. Knowl. Data Eng. 18 (8) (2006)
Antonio D. Chiaravalloti, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
An Information-Theoretic Framework for High-Order Co-clustering of Heterogeneous Objects. ECML (2006)
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
Mining and Reasoning on Workflows. IEEE Trans. Knowl. Data Eng. 17 (4) (2005)
Antonella Guzzo, Domenico Saccà
Semi-Inflationary DATALOG: A declarative database language with procedural features. AI Commun. 18 (2) (2005)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Mining Hierarchies of Models: From Abstract Views to Concrete Specifications. Business Process Management (2005)
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
Mining Unconnected Patterns in Workflows. SDM (2005)
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
Mining Correlations in Workflows Executions. SEBD (2005)
Antonio Congiusta, Domenico Talia, Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Luigi Pontieri, Domenico Saccà
A Data Mining-based Framework for GridWorkflow Management. QSIC (2005)
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Luigi Pontieri, Domenico Saccà
Mining Constrained Graphs: The Case of Workflow Systems. Constraint-Based Mining and Inductive Databases (2004)
Gianluigi Greco, Antonella Guzzo, Domenico Saccà, Francesco Scarcello
Event choice datalog: a logic programming language for reasoning in multiple dimensions. PPDP (2004)
Mario Cannataro, Carmela Comito, Antonella Guzzo, Pierangelo Veltri
Integrating Ontology and Workflow in PROTEUS, a Grid-Based Problem Solving Environment for Bioinformatics. ITCC (2) (2004)
Mario Cannataro, Matteo Comin, Carlo Ferrari, Concettina Guerra, Antonella Guzzo, Pierangelo Veltri
Modelling a Protein Structure Comparison Application on the Grid Using PROTEUS. SAG (2004)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà
On the Mining of Complex Schemas. SEBD (2004)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà
Mining Expressive Process Models by Clustering Workflow Traces. PAKDD (2004)
Mario Cannataro, Antonella Guzzo, Carmela Comito, Pierangelo Veltri
Ontology-based Design of Bioinformatics Workflows on PROTEUS. J. Digit. Inf. Manag. 2 (2) (2004)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà
An Ontology-Driven Process Modeling Framework. DEXA (2004)
Gianluigi Greco, Antonella Guzzo, Domenico Saccà
A Logic Programming Approach for Planning Workflows Evolutions. APPIA-GULP-PRODE (2003)
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà
Mining Frequent Instances on Workflows. PAKDD (2003)
Gianluigi Greco, Antonella Guzzo, Domenico Saccà
Reasoning on Workflow Executions. ADBIS (2003)
Gianluigi Greco, Antonella Guzzo, Domenico Saccà
A Logic-Based Formalism to Model and Analyze Workflow Executions. CAiSE Short Paper Proceedings (2003)
Antonella Guzzo, Domenico Saccà
Modelling the Future with Event Choice DATALOG. APPIA-GULP-PRODE (2002)