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Antonella Guzzo
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- affiliation: University of Calabria, Italy
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2020 – today
- 2024
- [j31]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) - 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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