Modelling the Future with Event Choice DATALOG. - Antonella Guzzo; Domenico Saccà (APPIA-GULP-PRODE, 2002)

Reasoning on Workflow Executions. - Gianluigi Greco; Antonella Guzzo; Domenico Saccà (ADBIS, 2003)

A Logic Programming Approach for Planning Workflows Evolutions. - Gianluigi Greco; Antonella Guzzo; Domenico Saccà (APPIA-GULP-PRODE, 2003)

A Logic-Based Formalism to Model and Analyze Workflow Executions. - Gianluigi Greco; Antonella Guzzo; Domenico Saccà (CAiSE Short Paper Proceedings, 2003)

Mining Frequent Instances on Workflows. - Gianluigi Greco; Antonella Guzzo; Giuseppe Manco 001; Domenico Saccà (PAKDD, 2003)

Mining Constrained Graphs: The Case of Workflow Systems. - Gianluigi Greco; Antonella Guzzo; Giuseppe Manco 001; Luigi Pontieri; Domenico Saccà (Constraint-Based Mining and Inductive Databases, 2004)

An Ontology-Driven Process Modeling Framework. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri; Domenico Saccà (DEXA, 2004)

Integrating Ontology and Workflow in PROTEUS, a Grid-Based Problem Solving Environment for Bioinformatics. - Mario Cannataro; Carmela Comito; Antonella Guzzo; Pierangelo Veltri (ITCC (2), 2004)

Mining Expressive Process Models by Clustering Workflow Traces. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri; Domenico Saccà (PAKDD, 2004)

Event choice datalog: a logic programming language for reasoning in multiple dimensions. - Gianluigi Greco; Antonella Guzzo; Domenico Saccà; Francesco Scarcello (PPDP, 2004)

Modelling a Protein Structure Comparison Application on the Grid Using PROTEUS. - Mario Cannataro; Matteo Comin; Carlo Ferrari; Concettina Guerra; Antonella Guzzo; Pierangelo Veltri (SAG, 2004)

On the Mining of Complex Schemas. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri; Domenico Saccà (SEBD, 2004)

Ontology-based Design of Bioinformatics Workflows on PROTEUS. - Mario Cannataro; Antonella Guzzo; Carmela Comito; Pierangelo Veltri (J. Digit. Inf. Manag., 2004)

Mining Hierarchies of Models: From Abstract Views to Concrete Specifications. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (Business Process Management, 2005)

A Data Mining-based Framework for GridWorkflow Management. - Antonio Congiusta; Domenico Talia; Gianluigi Greco; Antonella Guzzo; Giuseppe Manco 001; Luigi Pontieri; Domenico Saccà (QSIC, 2005)

Mining Correlations in Workflows Executions. - Gianluigi Greco; Antonella Guzzo; Giuseppe Manco 001; Domenico Saccà (SEBD, 2005)

Semi-Inflationary DATALOG: A declarative database language with procedural features. - Antonella Guzzo; Domenico Saccà (AI Commun., 2005)

Mining and Reasoning on Workflows. - Gianluigi Greco; Antonella Guzzo; Giuseppe Manco 001; Domenico Saccà (IEEE Trans. Knowl. Data Eng., 2005)

Languages, algorithms and methods for modelling, reasoning on, and mining workflows. - Antonella Guzzo (2005)

An Information-Theoretic Framework for Process Structure and Data Mining. - Antonio D. Chiaravalloti; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (DaWaK, 2006)

An Information-Theoretic Framework for High-Order Co-clustering of Heterogeneous Objects. - Antonio D. Chiaravalloti; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (ECML, 2006)

Discovering Expressive Process Models by Clustering Log Traces. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri; Domenico Saccà (IEEE Trans. Knowl. Data Eng., 2006)

Process Mining Based on Clustering: A Quest for Precision. - 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 (Business Process Management Workshops, 2007)

An Information-Theoretic Framework for High-Order Co-Clustering of Heterogeneous Objects. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (SEBD, 2007)

Mining unconnected patterns in workflows. - Gianluigi Greco; Antonella Guzzo; Giuseppe Manco 001; Domenico Saccà (Inf. Syst., 2007)

An Information-Theoretic Framework for Process Structure and Data Mining. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (Int. J. Data Warehous. Min., 2007)

Discovering Multi-Perspective Process Models. - Francesco Folino; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (ICEIS (2), 2008)

Discovering Multi-perspective Process Models: The Case of Loosely-Structured Processes. - Francesco Folino; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (ICEIS, 2008)

Outlier Detection Techniques for Process Mining Applications. - Lucantonio Ghionna; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (SEBD, 2008)

Mining taxonomies of process models. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (Data Knowl. Eng., 2008)

An Effective Approach to Inverse Frequent Set Mining. - Antonella Guzzo; Domenico Saccà; Edoardo Serra (ICDM, 2009)

Discovering expressive process models from noised log data. - Francesco Folino; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (IDEAS, 2009)

Scalable parallel co-clustering over multiple heterogeneous data types. - Francesco Folino; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (HPCS, 2010)

Coclustering Multiple Heterogeneous Domains: Linear Combinations and Agreements. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (IEEE Trans. Knowl. Data Eng., 2010)

Process Mining Manifesto. - Wil M. P. van der Aalst; Arya Adriansyah; Ana Karla Alves de Medeiros; Franco Arcieri; Thomas Baier 001; Tobias Blickle; R. P. Jagadeesh Chandra Bose; Peter van den Brand; Ronald Brandtjen; Joos C. A. M. Buijs; Andrea Burattin; Josep Carmona 001; et al. (Business Process Management Workshops (1), 2011)

A Decomposition Technique for the Inverse Frequent Itemset Mining Problem. - Antonella Guzzo; Luigi Moccia; Domenico Saccà; Edoardo Serra (SEBD, 2011)

Mining usage scenarios in business processes: Outlier-aware discovery and run-time prediction. - Francesco Folino; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (Data Knowl. Eng., 2011)

Simulations on workflow management systems: A framework based on event choice datalog. - Gianluigi Greco; Antonella Guzzo; Domenico Saccà (Intelligenza Artificiale, 2011)

Process Discovery via Precedence Constraints. - Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (ECAI, 2012)

Count Constraints and the Inverse OLAP Problem: Definition, Complexity and a Step toward Aggregate Data Exchange. - Domenico Saccà; Edoardo Serra; Antonella Guzzo (FoIKS, 2012)

Count Constraints for Inverse OLAP and Aggregate Data Exchange. - Domenico Saccà; Edoardo Serra; Antonella Guzzo (SEBD, 2012)

Intrusion Detection with Hypergraph-Based Attack Models. - Antonella Guzzo; Andrea Pugliese 001; Antonino Rullo; Domenico Saccà (GKR, 2013)

Reasoning about Precedence Constraints for Process Mining Applications. - Gianluigi Greco; Antonella Guzzo; Francesco Lupia; Luigi Pontieri (SEBD, 2013)

Solving inverse frequent itemset mining with infrequency constraints via large-scale linear programs. - Antonella Guzzo; Luigi Moccia; Domenico Saccà; Edoardo Serra (ACM Trans. Knowl. Discov. Data, 2013)

Methods and techniques for discovering taxonomies of behavioral process models. - Francesco Folino; Gianluigi Greco; Antonella Guzzo; Luigi Pontieri (WIREs Data Mining Knowl. Discov., 2013)

Hypergraph-Based Attack Models for Network Intrusion Detection. - Antonella Guzzo; Andrea Pugliese 001; Antonino Rullo; Domenico Saccà (SEBD, 2014)

Big Data in Critical Infrastructures Security Monitoring: Challenges and Opportunities. - Leonardo Aniello; Andrea Bondavalli; Andrea Ceccarelli; Claudio Ciccotelli; Marcello Cinque; Flavio Frattini; Antonella Guzzo; Antonio Pecchia; Andrea Pugliese 001; Leonardo Querzoni; Stefano Russo 001 (CoRR, 2014)

Process Discovery under Precedence Constraints. - Gianluigi Greco; Antonella Guzzo; Francesco Lupia; Luigi Pontieri (ACM Trans. Knowl. Discov. Data, 2015)

Coalition Formation with Logic-Based Agents. - Gianluigi Greco; Antonella Guzzo (EUMAS/AT, 2016)

Constrained coalition formation on valuation structures: Formal framework, applications, and islands of tractability. - Gianluigi Greco; Antonella Guzzo (Artif. Intell., 2017)

Malevolent Activity Detection with Hypergraph-Based Models. - Antonella Guzzo; Andrea Pugliese 001; Antonino Rullo; Domenico Saccà; Antonio Piccolo (IEEE Trans. Knowl. Data Eng., 2017)

Constrained Coalition Formation on Valuation Structures: Formal Framework, Applications, and Islands of Tractability (Extended Abstract). - Gianluigi Greco; Antonella Guzzo (IJCAI, 2018)

Coalition formation in social environments with logic-based agents. - Mario Alviano; Gianluigi Greco; Antonella Guzzo (AI Commun., 2018)

Data Storage and Representation. - Antonella Guzzo (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

FD-VAE: A Feature Driven VAE Architecture for Flexible Synthetic Data Generation. - Gianluigi Greco; Antonella Guzzo; Giuseppe Nardiello (DEXA (1), 2020)

Exploiting Marked Temporal Point Processes for Predicting Activities of Daily Living. - Giancarlo Fortino; Antonella Guzzo; Michele Ianni; Francesco Leotta; Massimo Mecella (ICHMS, 2020)

A Framework for the Multi-modal Analysis of Novel Behavior in Business Processes. - Antonino Rullo; Antonella Guzzo; Edoardo Serra; Erika Tirrito (IDEAL (1), 2020)

A Simulation-based and Data-driven Framework for Enabling the Analysis and Design of Business Processes based on Blockchain and Smart Contracts Solutions. - Luciano Argento; Sabrina Graziano; Alfredo Garro; Antonella Guzzo; Francesco Pasqua; Domenico Saccà (DLT@ITASEC, 2020)

Modeling and efficiently detecting security-critical sequences of actions. - Antonella Guzzo; Michele Ianni; Andrea Pugliese 001; Domenico Saccà (Future Gener. Comput. Syst., 2020)

Control-Flow Modeling with Declare: Behavioral Properties, Computational Complexity, and Tools. - Valeria Fionda; Antonella Guzzo (IEEE Trans. Knowl. Data Eng., 2020)

t-SNE and PCA in Ensemble Learning based Human Activity Recognition with Smartwatch*. - Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino (ICHMS, 2021)

Activity Daily Living prediction with Marked Temporal Point Processes (Discussion Paper). - Giancarlo Fortino; Antonella Guzzo; Michele Ianni; Francesco Leotta; Massimo Mecella (SEBD, 2021)

Special Issue on Process Mining and Emerging Applications. - Antonella Guzzo (Algorithms, 2021)

Predicting activities of daily living via temporal point processes: Approaches and experimental results. - Giancarlo Fortino; Antonella Guzzo; Michele Ianni; Francesco Leotta; Massimo Mecella (Comput. Electr. Eng., 2021)

A multi-perspective approach for the analysis of complex business processes behavior. - Antonella Guzzo; Mikel Joaristi; Antonino Rullo; Edoardo Serra (Expert Syst. Appl., 2021)

Neural Network based Temporal Point Processes for Attack Detection in Industrial Control Systems. - Giancarlo Fortino; Claudia Greco; Antonella Guzzo; Michele Ianni (CSR, 2022)

Enabling Faster Security Assessment of Re-hosted Firmware. - Giancarlo Fortino; Claudia Greco; Antonella Guzzo; Michele Ianni (DASC/PiCom/CBDCom/CyberSciTech, 2022)

Process mining applications in the healthcare domain: A comprehensive review. - Antonella Guzzo; Antonino Rullo; Eugenio Vocaturo (WIREs Data Mining Knowl. Discov., 2022)

Deep Learning/PUF-based Item Identification for Supply Chain Management in a Distributed Ledger Framework. - Carmelo Felicetti; Antonella Guzzo; Giuseppe Manco 001; Francesco Pasqua; Ettore Ritacco; Antonino Rullo; Domenico Saccà (BCCA, 2023)

Explaining Binary Obfuscation. - Claudia Greco; Michele Ianni; Antonella Guzzo; Giancarlo Fortino (CSR, 2023)

Automatic Medical Report Generation via Latent Space Conditioning and Transformers. - Carlo Adornetto; Antonella Guzzo; Andrea Vasile (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Federated Learning for Medical Images Analysis: A Meta Survey. - Asaf Raza; Antonella Guzzo; Giancarlo Fortino (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Exploiting Bytecode Analysis for Reentrancy Vulnerability Detection in Ethereum Smart Contracts. - Usman Tahir; Fiza Siyal; Michele Ianni; Antonella Guzzo; Giancarlo Fortino (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Energy Aware Federated Learning with Application of Activity Recognition. - Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino (DASC/PiCom/CBDCom/CyberSciTech, 2023)

SigIL: A Signature-Based Approach of Malware Detection on Intermediate Language. - Giancarlo Fortino; Claudia Greco; Antonella Guzzo; Michele Ianni (ESORICS Workshops (2), 2023)

Identification and prediction of attacks to industrial control systems using temporal point processes. - Giancarlo Fortino; Claudia Greco; Antonella Guzzo; Michele Ianni (J. Ambient Intell. Humaniz. Comput., 2023)

A Novel Homomorphic Encryption and Consortium Blockchain-Based Hybrid Deep Learning Model for Industrial Internet of Medical Things. - Aitizaz Ali; Muhammad Fermi Pasha; Antonio Guerrieri; Antonella Guzzo; Xiaobing Sun 001; Aamir Saeed; Amir Hussain 001; Giancarlo Fortino (IEEE Trans. Netw. Sci. Eng., 2023)

Survival prediction of heart failure patients using motion-based analysis method. - Saidi Guo; Heye Zhang; Yifeng Gao; Hui Wang 113; Lei Xu 037; Zhifan Gao; Antonella Guzzo; Giancarlo Fortino (Comput. Methods Programs Biomed., 2023)

DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things. - Jiahui Chen; Hang Xiao; Yushan Zheng; Mohammad Mehedi Hassan; Michele Ianni; Antonella Guzzo; Giancarlo Fortino (Internet Things, 2023)

Attention-Based Multihead Deep Learning Framework for Online Activity Monitoring With Smartwatch Sensors. - Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino (IEEE Internet Things J., 2023)

Transfer learning-based quantized deep learning models for nail melanoma classification. - Mujahid Hussain; Makhmoor Fiza; Aiman Khalil; Asad Ali Siyal; Fayaz Ali Dharejo; Waheeduddin Hyder; Antonella Guzzo; Moez Krichen; Giancarlo Fortino (Neural Comput. Appl., 2023)

Causal knowledge fusion for 3D cross-modality cardiac image segmentation. - Saidi Guo; Xiujian Liu; Heye Zhang; Qixin Lin; Lei Xu 037; Changzheng Shi; Zhifan Gao; Antonella Guzzo; Giancarlo Fortino (Inf. Fusion, 2023)

Data and model aggregation for radiomics applications: Emerging trend and open challenges. - Antonella Guzzo; Giancarlo Fortino; Gianluigi Greco; Marcello Maggiolini (Inf. Fusion, 2023)

Client Specific Dynamic Aggregation for Non-IID Federated Learning. - Vincenzo Altomare; Dipanwita Thakur; Antonella Guzzo; Francesco Piccialli (IEEE Big Data, 2024)

A Forensic Framework for Screen Capture Validation in Legal Contexts. - Claudia Greco; Michele Ianni; Giuseppe Seminara; Antonella Guzzo; Giancarlo Fortino (CSR, 2024)

Innovative Distributed Ledger Technologies for Local Product Traceability in Agro-Touristic Economies. - Carmelo Felicetti; Antonella Guzzo; Domenico Saccà; Francesco Pasqua (DLT, 2024)

To Heart via Liver: a Study on Prognostic Stratification of Heart Disease in MASLD Patients using Machine Learning Models. - Pierangela Bruno; Antonio Cirella; Ernesto Di Cesare; Gianluigi Greco; Antonella Guzzo; Pierpaolo Palumbo; Silvano Junior Santini; Gaia Sinatti; Pierpaolo Vittorini; Francesco Calimeri; Clara Balsano (HC@AIxIA, 2024)

Anomalous Client Detection in Federated Learning. - Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino (CoRR, 2024)

Non-Convex Optimization in Federated Learning via Variance Reduction and Adaptive Learning. - Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino; Sajal K. Das 001 (CoRR, 2024)

Hardware-algorithm co-design of Energy Efficient Federated Learning in Quantized Neural Network. - Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino (Internet Things, 2024)

Model aggregation techniques in federated learning: A comprehensive survey. - Pian Qi; Diletta Chiaro; Antonella Guzzo; Michele Ianni; Giancarlo Fortino; Francesco Piccialli (Future Gener. Comput. Syst., 2024)

Intelligent Adaptive Real-Time Monitoring and Recognition System for Human Activities. - Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino (IEEE Trans. Ind. Informatics, 2024)

Evasion of Deep Learning Malware Detection via Adversarial Selective Obfuscation. - Claudia Greco; Michele Ianni; Antonella Guzzo; Giancarlo Fortino (CSR, 2025)

FLAME: Federated Learning for Attack Mitigation and Evasion. - Diletta Chiaro; Pian Qi; Edoardo Prezioso; Antonella Guzzo; Francesco Piccialli (IPDPS, 2025)

Federated Learning in radiomics: A comprehensive meta-survey on medical image analysis. - Asaf Raza; Antonella Guzzo; Michele Ianni; Rosamaria Lappano; Alfredo Zanolini; Marcello Maggiolini; Giancarlo Fortino (Comput. Methods Programs Biomed., 2025)

Guest Editorial for the Special Issue on Federated Learning on the Edge: Challenges and Future Directions. - Francesco Piccialli; Antonella Guzzo; David Camacho (Future Gener. Comput. Syst., 2025)

Green Federated Learning: A New Era of Green Aware AI. - Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino; Francesco Piccialli (ACM Comput. Surv., 2025)