Massimiliano de Leoni

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 65

Top Venues

CoRR

BPM (Demos)

Business Process Management Workshops

Inf. Syst.

Publications

Greg Van Houdt, Massimiliano de Leoni, Niels Martin, Benoît Depaire
An empirical evaluation of unsupervised event log abstraction techniques in process mining. Inf. Syst. 121 (2024)
Onur Dogan, Massimiliano de Leoni
Parallelism-Based Session Creation to Identify High-Level Activities in Event Log Abstraction. ICPM Workshops (2023)
Riccardo Galanti, Massimiliano de Leoni, Merylin Monaro, Nicolò Navarin, Alan Marazzi, Brigida Di Stasi, Stéphanie Maldera
An explainable decision support system for predictive process analytics. Eng. Appl. Artif. Intell. 120 (2023)
Felix Mannhardt, Sander J. J. Leemans, Christopher T. Schwanen, Massimiliano de Leoni
Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking. Petri Nets (2023)
Matteo Zavatteri, Davide Bresolin, Massimiliano de Leoni
Repair of Unsound Data-Aware Process Models. Business Process Management Workshops (2023)
Riccardo Galanti, Massimiliano de Leoni
Predictive Analytics for Object-Centric Processes: Do Graph Neural Networks Really Help? Business Process Management Workshops (2023)
Alessandro Padella, Massimiliano de Leoni
Resource Allocation in Recommender Systems for Global KPI Improvement. BPM (Forum) (2023)
Massimiliano de Leoni, Francesco Vinci, Sander J. J. Leemans, Felix Mannhardt
Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve? BPM (2023)
Riccardo Galanti, Massimiliano de Leoni, Nicolò Navarin, Alan Marazzi
Object-centric process predictive analytics. Expert Syst. Appl. 213 (Part) (2023)
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich
Fire now, fire later: alarm-based systems for prescriptive process monitoring. Knowl. Inf. Syst. 64 (2) (2022)
Claudia Fracca, Massimiliano de Leoni, Fabio Asnicar, Alessandro Turco
Estimating Activity Start Timestamps in the Presence of Waiting Times via Process Simulation. CAiSE (2022)
Riccardo Galanti, Massimiliano de Leoni, Nicolò Navarin, Alan Marazzi
Object-centric Process Predictive Analytics. CoRR (2022)
Alessandro Padella, Massimiliano de Leoni, Onur Dogan, Riccardo Galanti
Explainable Process Prescriptive Analytics. ICPM (2022)
Francesca Meneghello, Claudia Fracca, Massimiliano de Leoni, Fabio Asnicar, Alessandro Turco
A Framework to Improve the Accuracy of Process Simulation Models. RCIS (2022)
Riccardo Galanti, Massimiliano de Leoni, Merylin Monaro, Nicolò Navarin, Alan Marazzi, Brigida Di Stasi, Stéphanie Maldera
An Explainable Decision Support System for Predictive Process Analytics. CoRR (2022)
Massimiliano de Leoni, Lucia Pellattiero
The Benefits of Sensor-Measurement Aggregation in Discovering IoT Process Models: A Smart-House Case Study. Business Process Management Workshops (2021)
Massimiliano de Leoni, Paolo Felli, Marco Montali
Integrating BPMN and DMN: Modeling and Analysis. J. Data Semant. 10 (1-2) (2021)
Paolo Felli, Massimiliano de Leoni, Marco Montali
Soundness Verification of Data-Aware Process Models with Variable-to-Variable Conditions. Fundam. Informaticae 182 (1) (2021)
Claudia Fracca, Angelica Bianconi, Francesca Meneghello, Massimiliano de Leoni, Fabio Asnicar, Alessandro Turco
BPSimpy: A Python Library for WfMC-Standard Process-Simulation Specifications. BPM (PhD/Demos) (2021)
Massimiliano de Leoni, Paolo Felli, Marco Montali
Strategy Synthesis for Data-Aware Dynamic Systems with Multiple Actors. KR (2020)
Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin
Explainable Predictive Process Monitoring. ICPM (2020)
Massimiliano de Leoni, Marcus Dees, Laurens Reulink
Design and Evaluation of a Process-aware Recommender System based on Prescriptive Analytics. ICPM (2020)
Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin
Explainable Predictive Process Monitoring. CoRR (2020)
Massimiliano de Leoni, Safa Dündar
Event-log abstraction using batch session identification and clustering. SAC (2020)
Massimiliano de Leoni
From Low-Level Events to Activities - A Session-Based Approach (Extended Version). CoRR (2019)
Anna A. Kalenkova, Andrea Burattin, Massimiliano de Leoni, Wil M. P. van der Aalst, Alessandro Sperduti
Discovering high-level BPMN process models from event data. Bus. Process. Manag. J. 25 (5) (2019)
Paolo Felli, Massimiliano de Leoni, Marco Montali
Soundness Verification of Decision-Aware Process Models with Variable-to-Variable Conditions. ACSD (2019)
Marcus Dees, Massimiliano de Leoni, Wil M. P. van der Aalst, Hajo A. Reijers
What if process predictions are not followed by good recommendations? BPM (Industry Forum) (2019)
Marcus Dees, Massimiliano de Leoni, Wil M. P. van der Aalst, Hajo A. Reijers
What if Process Predictions are not followed by Good Recommendations? CoRR (2019)
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring. CoRR (2019)
Irene Teinemaa, Niek Tax, Massimiliano de Leoni, Marlon Dumas, Fabrizio Maria Maggi
Foundations of Prescriptive Process Monitoring. CoRR (2018)
Toon Jouck, Alfredo Bolt, Benoît Depaire, Massimiliano de Leoni, Wil M. P. van der Aalst
An Integrated Framework for Process Discovery Algorithm Evaluation. CoRR (2018)
Massimiliano de Leoni, Giacomo Lanciano, Andrea Marrella
Aligning Partially-Ordered Process-Execution Traces and Models Using Automated Planning. ICAPS (2018)
Alfredo Bolt, Massimiliano de Leoni, Wil M. P. van der Aalst
Process variant comparison: Using event logs to detect differences in behavior and business rules. Inf. Syst. 74 (Part) (2018)
Mirko Polato, Alessandro Sperduti, Andrea Burattin, Massimiliano de Leoni
Time and activity sequence prediction of business process instances. Computing 100 (9) (2018)
Irene Teinemaa, Niek Tax, Massimiliano de Leoni, Marlon Dumas, Fabrizio Maria Maggi
Alarm-Based Prescriptive Process Monitoring. BPM (Forum) (2018)
Massimiliano de Leoni, Paolo Felli, Marco Montali
A Holistic Approach for Soundness Verification of Decision-Aware Process Models. ER (2018)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint
Guided Process Discovery - A pattern-based approach. Inf. Syst. 76 (2018)
Toon Jouck, Massimiliano de Leoni, Benoît Depaire
A Framework to Evaluate and Compare Decision-Mining Techniques. Business Process Management Workshops (2018)
Massimiliano de Leoni, Paolo Felli, Marco Montali
A Holistic Approach for Soundness Verification of Decision-Aware Process Models (extended version). CoRR (2018)
Alfredo Bolt, Wil M. P. van der Aalst, Massimiliano de Leoni
Finding Process Variants in Event Logs - (Short Paper). OTM Conferences (1) (2017)
Massimiliano de Leoni, Andrea Marrella
Aligning Real Process Executions and Prescriptive Process Models through Automated Planning. Expert Syst. Appl. 82 (2017)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs. CAiSE (2017)
Massimiliano de Leoni, Andrea Marrella
How Planning Techniques Can Help Process Mining: The Conformance-Checking Case. SEBD (2017)
Marcus Dees, Massimiliano de Leoni, Felix Mannhardt
Enhancing Process Models to Improve Business Performance: A Methodology and Case Studies. OTM Conferences (1) (2017)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
Heuristic Mining Revamped: An Interactive, Data-aware, and Conformance-aware Miner. BPM (Demos) (2017)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint
From Low-Level Events to Activities - A Pattern-Based Approach. EMISA Forum 37 (1) (2017)
Massimiliano de Leoni, Giacomo Lanciano, Andrea Marrella
A Tool for Aligning Event Logs and Prescriptive Process Models through Automated Planning. BPM (Demos) (2017)
Massimiliano de Leoni, Wil M. P. van der Aalst, Marcus Dees
A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs. Inf. Syst. 56 (2016)
Mirko Polato, Alessandro Sperduti, Andrea Burattin, Massimiliano de Leoni
Time and Activity Sequence Prediction of Business Process Instances. CoRR (2016)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint
From Low-Level Events to Activities - A Pattern-Based Approach. BPM (2016)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
Decision Mining Revisited - Discovering Overlapping Rules. CAiSE (2016)
Alfredo Bolt, Massimiliano de Leoni, Wil M. P. van der Aalst
A Visual Approach to Spot Statistically-Significant Differences in Event Logs Based on Process Metrics. CAiSE (2016)
Massimiliano de Leoni, Suriadi Suriadi, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst
Turning event logs into process movies: animating what has really happened. Softw. Syst. Model. 15 (3) (2016)
Alfredo Bolt, Massimiliano de Leoni, Wil M. P. van der Aalst
Scientific workflows for process mining: building blocks, scenarios, and implementation. Int. J. Softw. Tools Technol. Transf. 18 (6) (2016)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
Balanced multi-perspective checking of process conformance. Computing 98 (4) (2016)
Mahdi Alizadeh, Massimiliano de Leoni, Nicola Zannone
Constructing Probable Explanations of Nonconformity: A Data-Aware and History-Based Approach. SSCI (2015)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
The Multi-perspective Process Explorer. BPM (Demos) (2015)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
Measuring the Precision of Multi-perspective Process Models. Business Process Management Workshops (2015)
Alfredo Bolt, Massimiliano de Leoni, Wil M. P. van der Aalst, Pierre Gorissen
Exploiting Process Cubes, Analytic Workflows and Process Mining for Business Process Reporting: A Case Study in Education. SIMPDA (2015)
Massimiliano de Leoni, Fabrizio Maria Maggi, Wil M. P. van der Aalst
An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data. Inf. Syst. 47 (2015)
Claudio Di Ciccio, Mitchel H. M. Schouten, Massimiliano de Leoni, Jan Mendling
Declarative Process Discovery with MINERful in ProM. BPM (Demos) (2015)
Marcella Rovani, Fabrizio Maria Maggi, Massimiliano de Leoni, Wil M. P. van der Aalst
Declarative process mining in healthcare. Expert Syst. Appl. 42 (23) (2015)
Alfredo Bolt, Massimiliano de Leoni, Wil M. P. van der Aalst, Pierre Gorissen
Business Process Reporting Using Process Mining, Analytic Workflows and Process Cubes: A Case Study in Education. SIMPDA (Revised Selected Papers) (2015)
Raffaele Conforti, Massimiliano de Leoni, Marcello La Rosa, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede
A recommendation system for predicting risks across multiple business process instances. Decis. Support Syst. 69 (2015)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
Extending Process Logs with Events from Supplementary Sources. Business Process Management Workshops (2014)
Massimiliano de Leoni, Wil M. P. van der Aalst
The FeaturePrediction Package in ProM: Correlating Business Process Characteristics. BPM (Demos) (2014)
Mirko Polato, Alessandro Sperduti, Andrea Burattin, Massimiliano de Leoni
Data-aware remaining time prediction of business process instances. IJCNN (2014)
Massimiliano de Leoni, Wil M. P. van der Aalst, Marcus Dees
A General Framework for Correlating Business Process Characteristics. BPM (2014)
Anna A. Kalenkova, Massimiliano de Leoni, Wil M. P. van der Aalst
Discovering, Analyzing and Enhancing BPMN Models Using ProM. BPM (Demos) (2014)
Massimiliano de Leoni, Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst
Decomposing Alignment-Based Conformance Checking of Data-Aware Process Models. OTM Conferences (2014)
Mahdi Alizadeh, Massimiliano de Leoni, Nicola Zannone
History-Based Construction of Alignments for Conformance Checking: Formalization and Implementation. SIMPDA (Revised Selected Papers) (2014)
Mahdi Alizadeh, Massimiliano de Leoni, Nicola Zannone
History-based Construction of Log-Process Alignments for Conformance Checking: Discovering What Really Went Wrong. SIMPDA (2014)
Massimiliano de Leoni, Wil M. P. van der Aalst
Aligning Event Logs and Process Models for Multi-perspective Conformance Checking: An Approach Based on Integer Linear Programming. BPM (2013)
Raffaele Conforti, Massimiliano de Leoni, Marcello La Rosa, Wil M. P. van der Aalst
Supporting Risk-Informed Decisions during Business Process Execution. CAiSE (2013)
Massimiliano de Leoni, Marlon Dumas, Luciano García-Bañuelos
Discovering Branching Conditions from Business Process Execution Logs. FASE (2013)
Massimiliano de Leoni, Wil M. P. van der Aalst
Data-aware process mining: discovering decisions in processes using alignments. SAC (2013)
Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede, Giancarlo Fortino, Massimiliano de Leoni, Wil M. P. van der Aalst, Michael Adams
A Software Framework for Risk-Aware Business Process Management. CAiSE Forum (2013)
Massimiliano de Leoni, Fabrizio Maria Maggi, Wil M. P. van der Aalst
Aligning Event Logs and Declarative Process Models for Conformance Checking. BPM (2012)
Massimiliano de Leoni, Wil M. P. van der Aalst, Boudewijn F. van Dongen
Data- and Resource-Aware Conformance Checking of Business Processes. BIS (2012)
Massimiliano de Leoni, Michael Adams, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede
Visual support for work assignment in process-aware information systems: Framework formalisation and implementation. Decis. Support Syst. 54 (1) (2012)
Alessandro Russo, Massimo Mecella, Massimiliano de Leoni
ROME4EU - A service-oriented process-aware information system for mobile devices. Softw. Pract. Exp. 42 (10) (2012)
Dirk Fahland, Massimiliano de Leoni, Boudewijn F. van Dongen, Wil M. P. van der Aalst
Many-to-Many: Some Observations on Interactions in Artifact Choreographies. ZEUS (2011)
Dirk Fahland, Massimiliano de Leoni, Boudewijn F. van Dongen, Wil M. P. van der Aalst
Conformance Checking of Interacting Processes with Overlapping Instances. BPM (2011)
Tiziana Catarci, Massimiliano de Leoni, Andrea Marrella, Massimo Mecella, Alessandro Russo, Renate Steinmann, Manfred Bortenschlager
WORKPAD: Process Management and Geo-Collaboration Help Disaster Response. Int. J. Inf. Syst. Crisis Response Manag. 3 (1) (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)
Dirk Fahland, Massimiliano de Leoni, Boudewijn F. van Dongen, Wil M. P. van der Aalst
Behavioral Conformance of Artifact-Centric Process Models. BIS (2011)
Jorge Hortelano, Carlos Miguel Tavares Calafate, Juan-Carlos Cano, Massimiliano de Leoni, Pietro Manzoni, Massimo Mecella
Black-Hole Attacks in P2P Mobile Networks Discovered through Bayesian Filters. OTM Workshops (2010)
Tiziana Catarci, Massimiliano de Leoni, Andrea Marrella, Massimo Mecella, Manfred Bortenschlager, Renate Steinmann
The WORKPAD project experience: Improving the disaster response through process management and geo collaboration. ISCRAM (2010)
Massimiliano de Leoni, Andrea Marrella, Alessandro Russo
Process-Aware Information Systems for Emergency Management. ServiceWave Workshops (2010)
Massimiliano de Leoni, Massimo Mecella
Mobile Process Management through Web Services. IEEE SCC (2010)
Francesco Cardi, Massimiliano de Leoni, Michael Adams, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst
Visual Support for Work Assignment in YAWL. BPM (Demos) (2009)
Massimiliano de Leoni, Massimo Mecella, Paolo Manfre, Junio Valerio Franchi, Daniele Graziano
Disconnection prediction in mobile P2P networks using publish/subscribe. ICUMT (2009)
Massimiliano de Leoni
Adaptive Process Management in Highly Dynamic and Pervasive Scenarios YR-SOC (2009)
Massimiliano de Leoni, Giuseppe De Giacomo, Yves Lespérance, Massimo Mecella
On-line adaptation of sequential mobile processes running concurrently. SAC (2009)
Shah Rukh Humayoun, Tiziana Catarci, Massimiliano de Leoni, Andrea Marrella, Massimo Mecella, Manfred Bortenschlager, Renate Steinmann
The WORKPAD User Interface and Methodology: Developing Smart and Effective Mobile Applications for Emergency Operators. HCI (7) (2009)
Massimiliano de Leoni, Schahram Dustdar, Arthur H. M. ter Hofstede
Introduction to the First International Workshop on Process Management for Highly Dynamic and Pervasive Scenarios (PM4HDPS 2008). Business Process Management Workshops (2008)
Dirk Hagebölling, Massimiliano de Leoni
Supporting Emergency Management through Process-Aware Information Systems. Business Process Management Workshops (2008)
Gianluca Bertelli, Massimiliano de Leoni, Massimo Mecella, Justin Dean
Mobile Ad Hoc Networks for Collaborative and Mission-Critical Mobile Scenarios: A Practical Study. WETICE (2008)
Tiziana Catarci, Febo Cincotti, Massimiliano de Leoni, Massimo Mecella, Giuseppe Santucci
Smart Homes for All: Collaborating Services in a for-All Architecture for Domotics. CollaborateCom (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Massimiliano de Leoni