Luigi Pontieri

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 48

Top Venues

Publications

Francesco Folino, Luigi Pontieri, Pietro Sabatino
Discussion: Effective and Interpretable Outcome Prediction by Training Sparse Mixtures of Linear Experts. CoRR (2024)
Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino
Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques. J. Big Data 11 (1) (2024)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri, Paolo Zicari
Towards Data- and Compute-Efficient Fake-News Detection: An Approach Combining Active Learning and Pre-Trained Language Models. SN Comput. Sci. 5 (5) (2024)
Francesco Scala, Sergio Flesca, Luigi Pontieri
Data Filtering for a Sustainable Model Training. SEBD (2024)
Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino, Luigi Pontieri
A Scalable Vertical Federated Learning Framework for Analytics in the Cybersecurity Domain. PDP (2024)
Gianluigi Folino, Massimo Guarascio, Luigi Pontieri, Paolo Zicari
An Explainable Deep Ensemble Framework for Intelligent Ticket Management. ERCIM News 2023 (134) (2023)
Francesco Folino, Luigi Pontieri, Pietro Sabatino
Sparse Mixtures of Shallow Linear Experts for Interpretable and Fast Outcome Prediction. ICPM Workshops (2023)
Paolo Zicari, Massimo Guarascio, Luigi Pontieri, Gianluigi Folino
Learning Deep Fake-News Detectors from Scarcely-Labelled News Corpora. ICEIS (1) (2023)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation. Inf. Syst. 107 (2022)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Combining Active Learning and Fast DNN Ensembles for Process Deviance Discovery. ISMIS (2022)
Paolo Zicari, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Combining deep ensemble learning and explanation for intelligent ticket management. Expert Syst. Appl. 206 (2022)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs. Bus. Inf. Syst. Eng. 64 (6) (2022)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Corrigendum to "Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation" [Inform. Syst. 107 (2022) 101987]. Inf. Syst. 110 (2022)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Explainable Interpretation of Low-Level Process Traces via Abstract Argumentation. PMAI@IJCAI (2022)
Antonio Ielo, Francesco Ricca, Luigi Pontieri
Declarative Mining of Business Processes via ASP. PMAI@IJCAI (2022)
Paolo Zicari, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Discovering accurate deep learning based predictive models for automatic customer support ticket classification. SAC (2021)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Argumentation Meets Process Mining: an Architecture for Log Interpretation. AI³@AI*IA (2021)
Francesco Folino, Luigi Pontieri
AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion. J. Data Semant. 10 (1-2) (2021)
Francesco Folino, Luigi Pontieri
Correction to: AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion. J. Data Semant. 10 (3-4) (2021)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Francesco Sergio Pisani, Luigi Pontieri
On learning effective ensembles of deep neural networks for intrusion detection. Inf. Fusion 72 (2021)
Francesco Folino, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Luigi Pontieri, Ettore Ritacco
Exploiting Temporal Convolution for Activity Prediction in Process Analytics. PKDD/ECML Workshops (2020)
Francesco Folino, Gianluigi Folino, Luigi Pontieri
A p2p environment to validate ensemble-based approaches in the cybersecurity domain. PDP (2020)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri
A GP-based ensemble classification framework for time-changing streams of intrusion detection data. Soft Comput. 24 (23) (2020)
Bettina Fazzinga, Francesco Folino, Filippo Furfaro, Luigi Pontieri
An ensemble-based approach to the security-oriented classification of low-level log traces. Expert Syst. Appl. 153 (2020)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
A Multi-view Ensemble of Deep Models for the Detection of Deviant Process Instances. PKDD/ECML Workshops (2020)
Francesco Folino, Luigi Pontieri
Pushing More AI Capabilities into Process Mining to Better Deal with Low-Quality Logs. Business Process Management Workshops (2019)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri
A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning. NUMTA(1) (2019)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino, Maryam Amir Haeri
Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks. GECCO (Companion) (2019)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
Predictive monitoring of temporally-aggregated performance indicators of business processes against low-level streaming events. Inf. Syst. 81 (2019)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Luigi Pontieri
Learning Effective Neural Nets for Outcome Prediction from Partially Labelled Log Data. ICTAI (2019)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Online and offline classification of traces of event logs on the basis of security risks. J. Intell. Inf. Syst. 50 (1) (2018)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri
On the Interpretation of Traces of Low Level Events in Business Process Logs. SEBD (2018)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Process Discovery from Low-Level Event Logs. CAiSE (2018)
Francesco Folino, Gianluigi Folino, Luigi Pontieri
An Ensemble-Based P2P Framework for the Detection of Deviant Business Process Instances. HPCS (2018)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
A Predictive Learning Framework for Monitoring Aggregated Performance Indicators over Business Process Events. IDEAS (2018)
Bettina Fazzinga, Francesco Folino, Filippo Furfaro, Luigi Pontieri
Combining Model- and Example-Driven Classification to Detect Security Breaches in Activity-Unaware Logs. OTM Conferences (2) (2018)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri
Efficiently interpreting traces of low level events in business process logs. Inf. Syst. 73 (2018)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
Deviance-Aware Discovery of High-Quality Process Models. Int. J. Artif. Intell. Tools 27 (7) (2018)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
Deviance-Aware Discovery of High Quality Process Models. ICTAI (2017)
Francesco Folino, Gianluigi Folino, Luigi Pontieri, Pietro Sabatino
A Peer-to-Peer Architecture for Detecting Attacks from Network Traffic and Log Data. HPCS (2017)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
A descriptive clustering approach to the analysis of quantitative business-process deviances. SAC (2017)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
Experimenting and Assessing a Probabilistic Business Process Deviance Mining Framework Based on Ensemble Learning. ICEIS (Revised Selected Papers) (2017)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
Extensions, Analysis and Experimental Assessment of a Probabilistic Ensemble-learning Framework for Detecting Deviances in Business Process Instances. ICEIS (1) (2017)
Eugenio Cesario, Francesco Folino, Massimo Guarascio, Luigi Pontieri
A Cloud-Based Prediction Framework for Analyzing Business Process Performances. CD-ARES (2016)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
A Robust and Versatile Multi-View Learning Framework for the Detection of Deviant Business Process Instances. Int. J. Cooperative Inf. Syst. 25 (4) (2016)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
A multi-view multi-dimensional ensemble learning approach to mining business process deviances. IJCNN (2016)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice
How, Who and When: Enhancing Business Process Warehouses By Graph Based Queries. IDEAS (2016)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice
Efficient Analysis of Process Logs. SEBD (2016)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri
A Probabilistic Unified Framework for Event Abstraction and Process Detection from Log Data. OTM Conferences (2015)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice
A Framework Supporting the Analysis of Process Logs Stored in Either Relational or NoSQL DBMSs. ISMIS (2015)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
On the Discovery of Explainable and Accurate Behavioral Models for Complex Lowly-structured Business Processes. ICEIS (1) (2015)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
Mining Multi-variant Process Models from Low-Level Logs. BIS (2015)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Classifying Traces of Event Logs on the Basis of Security Risks. NFMCP (2015)
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri
A compression-based framework for the efficient analysis of business process logs. SSDBM (2015)
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri
A Multi-view Learning Approach to the Discovery of Deviant Process Instances. OTM Conferences (2015)
Gianluigi Greco, Antonella Guzzo, Francesco Lupia, Luigi Pontieri
Process Discovery under Precedence Constraints. ACM Trans. Knowl. Discov. Data 9 (4) (2015)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
A Prediction Framework for Proactively Monitoring Aggregate Process-Performance Indicators. EDOC (2015)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
A Framework for the Discovery of Predictive Fix-time Models. ICEIS (1) (2014)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
Mining Predictive Process Models out of Low-level Multidimensional Logs. CAiSE (2014)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
An Approach to the Discovery of Accurate and Expressive Fix-Time Prediction Models. ICEIS (Revised Selected Papers) (2014)
Antonio Bevacqua, Marco Carnuccio, Francesco Folino, Massimo Guarascio, Luigi Pontieri
Adaptive Trace Abstraction Approach for Predicting Business Process Performances. SEBD (2013)
Antonio Bevacqua, Marco Carnuccio, Francesco Folino, Massimo Guarascio, Luigi Pontieri
A Data-Driven Prediction Framework for Analyzing and Monitoring Business Process Performances. ICEIS (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)
Antonio Bevacqua, Marco Carnuccio, Francesco Folino, Massimo Guarascio, Luigi Pontieri
A Data-adaptive Trace Abstraction Approach to the Prediction of Business Process Performances. ICEIS (1) (2013)
Gianluigi Greco, Antonella Guzzo, Francesco Lupia, Luigi Pontieri
Reasoning about Precedence Constraints for Process Mining Applications. SEBD (2013)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
Discovering High-Level Performance Models for Ticket Resolution Processes. OTM Conferences (2013)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
Context-Aware Predictions on Business Processes: An Ensemble-Based Solution. NFMCP (2012)
Francesco Folino, Massimo Guarascio, Luigi Pontieri
Discovering Context-Aware Models for Predicting Business Process Performances. OTM Conferences (1) (2012)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Process Discovery via Precedence Constraints. ECAI (2012)
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)
Alfredo Cuzzocrea, Francesco Folino, Luigi Pontieri
Effective Analysis of Flexible Collaboration Processes by Way of Abstraction and Mining Techniques. ICEIS (2) (2010)
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)
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)
Stefano Basta, Francesco Folino, Andrea Gualtieri, Marco Antonio Mastratisi, Luigi Pontieri
A Knowledge-Based Framework for Supporting and Analysing Loosely Structured Collaborative Processes. ADBIS (local proceedings) (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)
Francesco Buccafurri, Gianluca Lax, Domenico Saccà, Luigi Pontieri, Domenico Rosaci
Enhancing histograms by tree-like bucket indices. VLDB J. 17 (5) (2008)
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
Exploiting structural similarity for effective Web information extraction. Data Knowl. Eng. 60 (1) (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)
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)
Francesco Folino, Giuseppe Manco, Luigi Pontieri
Effective Incremental Clustering for Duplicate Detection in Large Databases. SEBD (2006)
Francesco Folino, Giuseppe Manco, Luigi Pontieri
Effective Incremental Clustering for Duplicate Detection in Large Databases. IDEAS (2006)
Antonio D. Chiaravalloti, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
An Information-Theoretic Framework for High-Order Co-clustering of Heterogeneous Objects. ECML (2006)
Francesco Buccafurri, Gianluca Lax, Domenico Saccà, Luigi Pontieri, Domenico Rosaci
Enhancing Histograms by Tree-Like Bucket Indices CoRR (2005)
Eugenio Cesario, Francesco Folino, Giuseppe Manco, Luigi Pontieri
An Incremental Clustering Scheme for Duplicate Detection in Large Databases. IDEAS (2005)
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
Fast Detection of XML Structural Similarity. IEEE Trans. Knowl. Data Eng. 17 (2) (2005)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Mining Hierarchies of Models: From Abstract Views to Concrete Specifications. Business Process Management (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)
Elio Masciari, Sergio Flesca, Giuseppe Manco, Luigi Pontieri, Andrea Pugliese
Exploiting Structural Similarity For Effective Web Information Extraction. Foundations of Semistructured Data (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, 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)
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà
An Ontology-Driven Process Modeling Framework. DEXA (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luigi Pontieri