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ORCIDAntonella Guzzo
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- affiliation: University of Calabria, Italy
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2020 – today
- 2025
[j33]Francesco Piccialli, Antonella Guzzo, David Camacho:
Guest Editorial for the Special Issue on Federated Learning on the Edge: Challenges and Future Directions. Future Gener. Comput. Syst. 163: 107546 (2025)- 2024
- [j32]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: 272-293 (2024) - [j31]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino:
Hardware-algorithm co-design of Energy Efficient Federated Learning in Quantized Neural Network. Internet Things 26: 101223 (2024) - [c54]Claudia Greco, Michele Ianni, Giuseppe Seminara, Antonella Guzzo, Giancarlo Fortino:
A Forensic Framework for Screen Capture Validation in Legal Contexts. CSR 2024: 127-132 - [c53]Carmelo Felicetti, Antonella Guzzo, Domenico Saccà, Francesco Pasqua:
Innovative Distributed Ledger Technologies for Local Product Traceability in Agro-Touristic Economies. DLT 2024 - [i2]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino, Francesco Piccialli:
Green Federated Learning: A new era of Green Aware AI. CoRR abs/2409.12626 (2024) - 2023
- [j30]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: 107547 (2023) - [j29]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: 101864 (2023) - [j28]Antonella Guzzo, Giancarlo Fortino, Gianluigi Greco, Marcello Maggiolini:
Data and model aggregation for radiomics applications: Emerging trend and open challenges. Inf. Fusion 100: 101923 (2023) - [j27]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: 100871 (2023) - [j26]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): 17746-17754 (2023) - [j25]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): 4771-4783 (2023) - [j24]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): 22163-22178 (2023) - [j23]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): 2402-2418 (2023) - [c52]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: 28-35 - [c51]Claudia Greco, Michele Ianni, Antonella Guzzo, Giancarlo Fortino:
Explaining Binary Obfuscation. CSR 2023: 22-27 - [c50]Carlo Adornetto, Antonella Guzzo, Andrea Vasile:
Automatic Medical Report Generation via Latent Space Conditioning and Transformers. DASC/PiCom/CBDCom/CyberSciTech 2023: 428-435 - [c49]Asaf Raza, Antonella Guzzo, Giancarlo Fortino:
Federated Learning for Medical Images Analysis: A Meta Survey. DASC/PiCom/CBDCom/CyberSciTech 2023: 531-536 - [c48]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino:
Energy Aware Federated Learning with Application of Activity Recognition. DASC/PiCom/CBDCom/CyberSciTech 2023: 636-642 - [c47]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: 779-783 - [c46]Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni:
SigIL: A Signature-Based Approach of Malware Detection on Intermediate Language. ESORICS Workshops (2) 2023: 256-266 - [e3]Giancarlo Fortino, Valeria Loscrì, Fabrizio Granelli, Tarek F. Abdelzaher, Antonella Guzzo, Claudio Savaglio:
Proceedings of the 2023 International Conference on embedded Wireless Systems and Networks, EWSN 2023, Rende, Italy, September 25-27, 2023. ACM 2023 [contents] - [e2]Fabiana Fournier, Lior Limonad, Massimiliano de Leoni, Antonella Guzzo, Andrea Marrella, Pnina Soffer:
Proceedings of the 2nd International Workshop on Process Management in the AI Era (PMAI 2023) co-located with 31st International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R, August 19, 2023. CEUR Workshop Proceedings 3569, CEUR-WS.org 2023 [contents] - 2022
- [j22]Antonella Guzzo, Antonino Rullo, Eugenio Vocaturo:
Process mining applications in the healthcare domain: A comprehensive review. WIREs Data Mining Knowl. Discov. 12(2) (2022) - [c45]Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni:
Neural Network based Temporal Point Processes for Attack Detection in Industrial Control Systems. CSR 2022: 221-226 - [c44]Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni:
Enabling Faster Security Assessment of Re-hosted Firmware. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [e1]Giuseppe De Giacomo, Antonella Guzzo, Marco Montali, Lior Limonad, Fabiana Fournier, Tagatha Chakraborti:
Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), Wien, Austria, July 23, 2022. CEUR Workshop Proceedings 3310, CEUR-WS.org 2022 [contents] - 2021
- [j21]Antonella Guzzo:
Special Issue on Process Mining and Emerging Applications. Algorithms 14(1): 13 (2021) - [j20]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): 107567 (2021) - [j19]Antonella Guzzo, Mikel Joaristi, Antonino Rullo, Edoardo Serra:
A multi-perspective approach for the analysis of complex business processes behavior. Expert Syst. Appl. 177: 114934 (2021) - [c43]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino:
t-SNE and PCA in Ensemble Learning based Human Activity Recognition with Smartwatch*. ICHMS 2021: 1-6 - [c42]Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella:
Activity Daily Living prediction with Marked Temporal Point Processes (Discussion Paper). SEBD 2021: 387-394 - 2020
- [j18]Antonella Guzzo, Michele Ianni, Andrea Pugliese, Domenico Saccà:
Modeling and efficiently detecting security-critical sequences of actions. Future Gener. Comput. Syst. 113: 196-206 (2020) - [j17]Valeria Fionda, Antonella Guzzo:
Control-Flow Modeling with Declare: Behavioral Properties, Computational Complexity, and Tools. IEEE Trans. Knowl. Data Eng. 32(5): 898-911 (2020) - [c41]Gianluigi Greco, Antonella Guzzo, Giuseppe Nardiello:
FD-VAE: A Feature Driven VAE Architecture for Flexible Synthetic Data Generation. DEXA (1) 2020: 188-197 - [c40]Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella:
Exploiting Marked Temporal Point Processes for Predicting Activities of Daily Living. ICHMS 2020: 1-6 - [c39]Antonino Rullo, Antonella Guzzo, Edoardo Serra, Erika Tirrito:
A Framework for the Multi-modal Analysis of Novel Behavior in Business Processes. IDEAL (1) 2020: 51-63 - [c38]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
2010 – 2019
- 2019
- [r1]Antonella Guzzo:
Data Storage and Representation. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 117-125 - 2018
- [j16]Mario Alviano, Gianluigi Greco, Antonella Guzzo:
Coalition formation in social environments with logic-based agents. AI Commun. 31(5): 383-407 (2018) - [c37]Gianluigi Greco, Antonella Guzzo:
Constrained Coalition Formation on Valuation Structures: Formal Framework, Applications, and Islands of Tractability (Extended Abstract). IJCAI 2018: 5612-5616 - 2017
- [j15]Gianluigi Greco, Antonella Guzzo:
Constrained coalition formation on valuation structures: Formal framework, applications, and islands of tractability. Artif. Intell. 249: 19-46 (2017) - [j14]Antonella Guzzo, Andrea Pugliese, Antonino Rullo, Domenico Saccà, Antonio Piccolo:
Malevolent Activity Detection with Hypergraph-Based Models. IEEE Trans. Knowl. Data Eng. 29(5): 1115-1128 (2017) - 2016
- [c36]Gianluigi Greco, Antonella Guzzo:
Coalition Formation with Logic-Based Agents. EUMAS/AT 2016: 455-469 - 2015
- [j13]Gianluigi Greco, Antonella Guzzo, Francesco Lupia, Luigi Pontieri:
Process Discovery under Precedence Constraints. ACM Trans. Knowl. Discov. Data 9(4): 32:1-32:39 (2015) - 2014
- [c35]Antonella Guzzo, Andrea Pugliese, Antonino Rullo, Domenico Saccà:
Hypergraph-Based Attack Models for Network Intrusion Detection. SEBD 2014: 61-68 - [i1]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 abs/1405.0325 (2014) - 2013
- [j12]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): 18:1-18:39 (2013) - [j11]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): 170-189 (2013) - [c34]Antonella Guzzo, Andrea Pugliese, Antonino Rullo, Domenico Saccà:
Intrusion Detection with Hypergraph-Based Attack Models. GKR 2013: 58-73 - [c33]Gianluigi Greco, Antonella Guzzo, Francesco Lupia, Luigi Pontieri:
Reasoning about Precedence Constraints for Process Mining Applications. SEBD 2013: 429-436 - 2012
- [c32]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Process Discovery via Precedence Constraints. ECAI 2012: 366-371 - [c31]Domenico Saccà, Edoardo Serra, Antonella Guzzo:
Count Constraints and the Inverse OLAP Problem: Definition, Complexity and a Step toward Aggregate Data Exchange. FoIKS 2012: 352-369 - [c30]Domenico Saccà, Edoardo Serra, Antonella Guzzo:
Count Constraints for Inverse OLAP and Aggregate Data Exchange. SEBD 2012: 27-34 - 2011
- [j10]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): 1005-1029 (2011) - [j9]Gianluigi Greco, Antonella Guzzo, Domenico Saccà:
Simulations on workflow management systems: A framework based on event choice datalog. Intelligenza Artificiale 5(2): 189-206 (2011) - [c29]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 E. 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: 169-194 - [c28]Antonella Guzzo, Luigi Moccia, Domenico Saccà, Edoardo Serra:
A Decomposition Technique for the Inverse Frequent Itemset Mining Problem. SEBD 2011: 66-75 - 2010
- [j8]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Coclustering Multiple Heterogeneous Domains: Linear Combinations and Agreements. IEEE Trans. Knowl. Data Eng. 22(12): 1649-1663 (2010) - [c27]Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Scalable parallel co-clustering over multiple heterogeneous data types. HPCS 2010: 529-535
2000 – 2009
- 2009
- [c26]Antonella Guzzo, Domenico Saccà, Edoardo Serra:
An Effective Approach to Inverse Frequent Set Mining. ICDM 2009: 806-811 - [c25]Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Discovering expressive process models from noised log data. IDEAS 2009: 162-172 - 2008
- [j7]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Mining taxonomies of process models. Data Knowl. Eng. 67(1): 74-102 (2008) - [c24]Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Discovering Multi-Perspective Process Models. ICEIS (2) 2008: 70-77 - [c23]Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Discovering Multi-perspective Process Models: The Case of Loosely-Structured Processes. ICEIS 2008: 130-143 - [c22]Lucantonio Ghionna, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Outlier Detection Techniques for Process Mining Applications. ISMIS 2008: 150-159 - [c21]Lucantonio Ghionna, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Outlier Detection Techniques for Process Mining Applications. SEBD 2008: 263-270 - 2007
- [j6]Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà:
Mining unconnected patterns in workflows. Inf. Syst. 32(5): 685-712 (2007) - [j5]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
An Information-Theoretic Framework for Process Structure and Data Mining. Int. J. Data Warehous. Min. 3(4): 99-119 (2007) - [c20]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: 17-29 - [c19]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
An Information-Theoretic Framework for High-Order Co-Clustering of Heterogeneous Objects. SEBD 2007: 397-404 - 2006
- [j4]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà:
Discovering Expressive Process Models by Clustering Log Traces. IEEE Trans. Knowl. Data Eng. 18(8): 1010-1027 (2006) - [c18]Antonio D. Chiaravalloti, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
An Information-Theoretic Framework for Process Structure and Data Mining. DaWaK 2006: 248-259 - [c17]Antonio D. Chiaravalloti, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
An Information-Theoretic Framework for High-Order Co-clustering of Heterogeneous Objects. ECML 2006: 598-605 - 2005
- [b1]Antonella Guzzo:
Languages, algorithms and methods for modelling, reasoning on, and mining workflows. University of Calabria, Italy, 2005 - [j3]Antonella Guzzo, Domenico Saccà:
Semi-Inflationary DATALOG: A declarative database language with procedural features. AI Commun. 18(2): 79-92 (2005) - [j2]Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà:
Mining and Reasoning on Workflows. IEEE Trans. Knowl. Data Eng. 17(4): 519-534 (2005) - [c16]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
Mining Hierarchies of Models: From Abstract Views to Concrete Specifications. Business Process Management 2005: 32-47 - [c15]Antonio Congiusta, Domenico Talia, Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Luigi Pontieri, Domenico Saccà:
A Data Mining-based Framework for GridWorkflow Management. QSIC 2005: 349-356 - [c14]Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà:
Mining Unconnected Patterns in Workflows. SDM 2005: 561-565 - [c13]Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà:
Mining Correlations in Workflows Executions. SEBD 2005: 137-148 - 2004
- [j1]Mario Cannataro, Antonella Guzzo, Carmela Comito, Pierangelo Veltri:
Ontology-based Design of Bioinformatics Workflows on PROTEUS. J. Digit. Inf. Manag. 2(2): 87-92 (2004) - [c12]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: 155-171 - [c11]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà:
An Ontology-Driven Process Modeling Framework. DEXA 2004: 13-23 - [c10]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: 90-94 - [c9]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà:
Mining Expressive Process Models by Clustering Workflow Traces. PAKDD 2004: 52-62 - [c8]Gianluigi Greco, Antonella Guzzo, Domenico Saccà, Francesco Scarcello:
Event choice datalog: a logic programming language for reasoning in multiple dimensions. PPDP 2004: 238-249 - [c7]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: 75-85 - [c6]Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà:
On the Mining of Complex Schemas. SEBD 2004: 118-129 - 2003
- [c5]Gianluigi Greco, Antonella Guzzo, Domenico Saccà:
Reasoning on Workflow Executions. ADBIS 2003: 205-219 - [c4]Gianluigi Greco, Antonella Guzzo, Domenico Saccà:
A Logic Programming Approach for Planning Workflows Evolutions. APPIA-GULP-PRODE 2003: 75-85 - [c3]Gianluigi Greco, Antonella Guzzo, Domenico Saccà:
A Logic-Based Formalism to Model and Analyze Workflow Executions. CAiSE Short Paper Proceedings 2003 - [c2]Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Saccà:
Mining Frequent Instances on Workflows. PAKDD 2003: 209-221 - 2002
- [c1]Antonella Guzzo, Domenico Saccà:
Modelling the Future with Event Choice DATALOG. APPIA-GULP-PRODE 2002: 53-
Coauthor Index
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