Massimiliano de Leoni

Orcid: 0000-0002-8447-5374

Affiliations:
  • University of Padova, Italy


According to our database1, Massimiliano de Leoni authored at least 106 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An empirical evaluation of unsupervised event log abstraction techniques in process mining.
Inf. Syst., March, 2024

2023
An explainable decision support system for predictive process analytics.
Eng. Appl. Artif. Intell., April, 2023

Object-centric process predictive analytics.
Expert Syst. Appl., 2023

Parallelism-Based Session Creation to Identify High-Level Activities in Event Log Abstraction.
Proceedings of the Process Mining Workshops, 2023

Repair of Unsound Data-Aware Process Models.
Proceedings of the Business Process Management Workshops, 2023

Resource Allocation in Recommender Systems for Global KPI Improvement.
Proceedings of the Business Process Management Forum, 2023

Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve?
Proceedings of the Business Process Management - 21st International Conference, 2023

Predictive Analytics for Object-Centric Processes: Do Graph Neural Networks Really Help?
Proceedings of the Business Process Management Workshops, 2023

Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2023

2022
Fire now, fire later: alarm-based systems for prescriptive process monitoring.
Knowl. Inf. Syst., 2022

A Framework to Improve the Accuracy of Process Simulation Models.
Proceedings of the Research Challenges in Information Science, 2022

Explainable Process Prescriptive Analytics.
Proceedings of the 4th International Conference on Process Mining, 2022

Estimating Activity Start Timestamps in the Presence of Waiting Times via Process Simulation.
Proceedings of the Advanced Information Systems Engineering, 2022

Foundations of Process Enhancement.
Proceedings of the Process Mining Handbook, 2022

2021
Integrating BPMN and DMN: Modeling and Analysis.
J. Data Semant., 2021

Soundness Verification of Data-Aware Process Models with Variable-to-Variable Conditions.
Fundam. Informaticae, 2021

The Benefits of Sensor-Measurement Aggregation in Discovering IoT Process Models: A Smart-House Case Study.
Proceedings of the Business Process Management Workshops, 2021

BPSimpy: A Python Library for WfMC-Standard Process-Simulation Specifications.
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021 co-located with 19th International Conference on Business Process Management (BPM 2021), Rome, Italy, September 6th - to, 2021

Accurate Predictions, Invalid Recommendations: Lessons Learned at the Dutch Social Security Institute UWV.
Proceedings of the Business Process Management Cases Vol. 2, Digital Transformation, 2021

2020
Event-log abstraction using batch session identification and clustering.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Strategy Synthesis for Data-Aware Dynamic Systems with Multiple Actors.
Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

Design and Evaluation of a Process-aware Recommender System based on Prescriptive Analytics.
Proceedings of the 2nd International Conference on Process Mining, 2020

Explainable Predictive Process Monitoring.
Proceedings of the 2nd International Conference on Process Mining, 2020

2019
Decision Discovery in Business Processes.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

From Low-Level Events to Activities - A Session-Based Approach (Extended Version).
CoRR, 2019

Discovering high-level BPMN process models from event data.
Bus. Process. Manag. J., 2019

What if process predictions are not followed by good recommendations?
Proceedings of the Industry Forum at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019), 2019

Soundness Verification of Decision-Aware Process Models with Variable-to-Variable Conditions.
Proceedings of the 19th International Conference on Application of Concurrency to System Design, 2019

2018
Guided Process Discovery - A pattern-based approach.
Inf. Syst., 2018

Process variant comparison: Using event logs to detect differences in behavior and business rules.
Inf. Syst., 2018

An Integrated Framework for Process Discovery Algorithm Evaluation.
CoRR, 2018

A Holistic Approach for Soundness Verification of Decision-Aware Process Models (extended version).
CoRR, 2018

Foundations of Prescriptive Process Monitoring.
CoRR, 2018

Time and activity sequence prediction of business process instances.
Computing, 2018

A Holistic Approach for Soundness Verification of Decision-Aware Process Models.
Proceedings of the Conceptual Modeling - 37th International Conference, 2018

Alarm-Based Prescriptive Process Monitoring.
Proceedings of the Business Process Management Forum, 2018

A Framework to Evaluate and Compare Decision-Mining Techniques.
Proceedings of the Business Process Management Workshops, 2018

Aligning Partially-Ordered Process-Execution Traces and Models Using Automated Planning.
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018

2017
Aligning Real Process Executions and Prescriptive Process Models through Automated Planning.
Expert Syst. Appl., 2017

From Low-Level Events to Activities - A Pattern-Based Approach.
EMISA Forum, 2017

How Planning Techniques Can Help Process Mining: The Conformance-Checking Case.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Enhancing Process Models to Improve Business Performance: A Methodology and Case Studies.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Finding Process Variants in Event Logs - (Short Paper).
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs.
Proceedings of the Advanced Information Systems Engineering, 2017

Heuristic Mining Revamped: An Interactive, Data-aware, and Conformance-aware Miner.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

A Tool for Aligning Event Logs and Prescriptive Process Models through Automated Planning.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

2016
Scientific workflows for process mining: building blocks, scenarios, and implementation.
Int. J. Softw. Tools Technol. Transf., 2016

Turning event logs into process movies: animating what has really happened.
Softw. Syst. Model., 2016

A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs.
Inf. Syst., 2016

Balanced multi-perspective checking of process conformance.
Computing, 2016

Decision Mining Revisited - Discovering Overlapping Rules.
Proceedings of the Advanced Information Systems Engineering, 2016

A Visual Approach to Spot Statistically-Significant Differences in Event Logs Based on Process Metrics.
Proceedings of the Advanced Information Systems Engineering, 2016

2015
An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data.
Inf. Syst., 2015

Declarative process mining in healthcare.
Expert Syst. Appl., 2015

A recommendation system for predicting risks across multiple business process instances.
Decis. Support Syst., 2015

Constructing Probable Explanations of Nonconformity: A Data-Aware and History-Based Approach.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Business Process Reporting Using Process Mining, Analytic Workflows and Process Cubes: A Case Study in Education.
Proceedings of the Data-Driven Process Discovery and Analysis, 2015

Exploiting Process Cubes, Analytic Workflows and Process Mining for Business Process Reporting: A Case Study in Education.
Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 2015

Measuring the Precision of Multi-perspective Process Models.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

The Multi-perspective Process Explorer.
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

Declarative Process Discovery with MINERful in ProM.
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

2014
History-Based Construction of Alignments for Conformance Checking: Formalization and Implementation.
Proceedings of the Data-Driven Process Discovery and Analysis, 2014

History-based Construction of Log-Process Alignments for Conformance Checking: Discovering What Really Went Wrong.
Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 2014

Decomposing Alignment-Based Conformance Checking of Data-Aware Process Models.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Data-aware remaining time prediction of business process instances.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Extending Process Logs with Events from Supplementary Sources.
Proceedings of the Business Process Management Workshops, 2014

A General Framework for Correlating Business Process Characteristics.
Proceedings of the Business Process Management - 12th International Conference, 2014

The FeaturePrediction Package in ProM: Correlating Business Process Characteristics.
Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), 2014

Discovering, Analyzing and Enhancing BPMN Models Using ProM.
Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), 2014

2013
Data-aware process mining: discovering decisions in processes using alignments.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Discovering Branching Conditions from Business Process Execution Logs.
Proceedings of the Fundamental Approaches to Software Engineering, 2013

A Software Framework for Risk-Aware Business Process Management.
Proceedings of the CAiSE'13 Forum at the 25th International Conference on Advanced Information Systems Engineering (CAiSE), 2013

Supporting Risk-Informed Decisions during Business Process Execution.
Proceedings of the Advanced Information Systems Engineering, 2013

Aligning Event Logs and Process Models for Multi-perspective Conformance Checking: An Approach Based on Integer Linear Programming.
Proceedings of the Business Process Management - 11th International Conference, 2013

2012
ROME4EU - A service-oriented process-aware information system for mobile devices.
Softw. Pract. Exp., 2012

Visual support for work assignment in process-aware information systems: Framework formalisation and implementation.
Decis. Support Syst., 2012

Aligning Event Logs and Declarative Process Models for Conformance Checking.
Proceedings of the Business Process Management - 10th International Conference, 2012

Data- and Resource-Aware Conformance Checking of Business Processes.
Proceedings of the Business Information Systems - 15th International Conference, 2012

2011
WORKPAD: Process Management and Geo-Collaboration Help Disaster Response.
Int. J. Inf. Syst. Crisis Response Manag., 2011

Many-to-Many: Some Observations on Interactions in Artifact Choreographies.
Proceedings of the 3rd Central-European Workshop on Services and their Composition, 2011

Conformance Checking of Interacting Processes with Overlapping Instances.
Proceedings of the Business Process Management - 9th International Conference, 2011


Behavioral Conformance of Artifact-Centric Process Models.
Proceedings of the Business Information Systems - 14th International Conference, 2011

2010
Process-Aware Information Systems for Emergency Management.
Proceedings of the Towards a Service-Based Internet. ServiceWave 2010 Workshops, 2010

Black-Hole Attacks in P2P Mobile Networks Discovered through Bayesian Filters.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010 Workshops, 2010

The WORKPAD project experience: Improving the disaster response through process management and geo collaboration.
Proceedings of the 7th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2010

Mobile Process Management through Web Services.
Proceedings of the 2010 IEEE International Conference on Services Computing, 2010

2009
Adaptive Process Management in Highly Dynamic and Pervasive Scenarios
Proceedings of the Proceedings Fourth European Young Researchers Workshop on Service Oriented Computing, 2009

On-line adaptation of sequential mobile processes running concurrently.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Disconnection prediction in mobile P2P networks using publish/subscribe.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

The WORKPAD User Interface and Methodology: Developing Smart and Effective Mobile Applications for Emergency Operators.
Proceedings of the Universal Access in Human-Computer Interaction. Applications and Services, 2009

Visual Support for Work Assignment in YAWL.
Proceedings of the Business Process Management Demonstration Track (BPMDemos 2009), 2009

2008
Pervasive Software Environments for Supporting Disaster Responses.
IEEE Internet Comput., 2008

Coordinating Mobile Actors in Pervasive and Mobile Scenarios: An AI-Based Approach.
Proceedings of the 17th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2008

Mobile Ad Hoc Networks for Collaborative and Mission-Critical Mobile Scenarios: A Practical Study.
Proceedings of the 17th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2008

ROME4EU: A Web Service-Based Process-Aware System for Smart Devices.
Proceedings of the Service-Oriented Computing, 2008

Smart Homes for All: Collaborating Services in a for-All Architecture for Domotics.
Proceedings of the Collaborative Computing: Networking, 2008

Introduction to the First International Workshop on Process Management for Highly Dynamic and Pervasive Scenarios (PM4HDPS 2008).
Proceedings of the Business Process Management Workshops, 2008

Visual Support for Work Assignment in Process-Aware Information Systems.
Proceedings of the Business Process Management, 6th International Conference, 2008

Supporting Emergency Management through Process-Aware Information Systems.
Proceedings of the Business Process Management Workshops, 2008

2007
A Bayesian Approach for Disconnection Management in Mobile Ad Hoc Networks.
Proceedings of the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2007), 2007

AutomaticWorkflows Composition of Mobile Services.
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Highly Dynamic Adaptation in Process Management Systems Through Execution Monitoring.
Proceedings of the Business Process Management, 5th International Conference, 2007

Resource disconnection management in MANET driven by process time plan.
Proceedings of the 1st International Conference on Autonomic Computing and Communication Systems, 2007

2006
MOBIDIS: A Pervasive Architecture for Emergency Management.
Proceedings of the 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), 2006

WORKPAD: 2-Layered Peer-to-Peer for Emergency Management through Adaptive Processes.
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006


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