University of Padova logo

Prof. Ing.

Massimiliano de Leoni

Office
+390498271432
Email
deleoni [at] math.unipd.it

Publications (Google Scholar)

129 publications
Type

2026 11 papers

  1. Nine years later: Reflecting on our article: A general process mining framework for correlating, predicting, and clustering dynamic behavior based on event logs (Open Access)

    M. de Leoni, W. M. P. van der Aalst, M. Dees

    Information Systems, Volume 137, Article 102644, 2026, Elsevier

  2. Improving organizational processes in healthcare through simulation-driven resource allocation: Methodology and real-world case study (Open Access)

    F. Vinci, D. Aloini, E. Benevento, A. Stefanini, F. Zen, M. de Leoni

    Artificial Intelligence in Medicine, Volume 176, Article 103391, 2026, Elsevier

  3. Object-centric process management: A research manifesto (Open Access)

    A. Seidel, M. Weske, M. Montali et al. (including M. de Leoni)

    Information Systems, Volume 141, Article 102728, 2026, Elsevier

  4. Stochastic Process Mining: Characteristics and Challenges

    S. J. J. Leemans, X. Lu, D. Chapela-Campa, C. Di Ciccio, I. Cohen, B. Depaire, S. A. Fahrenkrog-Petersen, A. Gal, M. de Leoni, H. Leopold, O. López-Pintado, F. Mannhardt, F. M. Maggi, N. Martin, M. Montali, M. Pegoraro, A. Polyvyanyy, A. Senderovich, S. Verboven, A. Watanabe, M. Weidlich, J. M. E. M. van der Werf

    IEEE Transactions on Knowledge and Data Engineering, Volume 38, Issue 10, Pages 7061-7079, 2026, IEEE

  5. Event-Log Granularity for IoT Process Discovery

    M. de Leoni, F. A. Khan, B. Depaire, G. Van Houdt, N. Martin

    In: Internet of Things Meets Business Process Management, 2026, Pages 165-186, Springer

  6. Ten Years After Our Framework for Correlating and Clustering Process Behavior: A Reflection on the Journey, Legacy and Outlook

    M. de Leoni

    In: Mining a Scientist’s Process - Essays Dedicated to Wil van der Aalst on the Occasion of His 60th Birthday, 30-31 March 2026, Pages 583-596

  7. Multitasking-Aware Estimation of Work-Item Duration via Proportional Overlapping-Time Redistribution

    F. Abbas, M. de Leoni

    In: Enterprise, Business-Process and Information Systems Modeling (BPMDS/EMMSAD 2026), co-located with the 38th International Conference on Advanced Information Systems Engineering (CAiSE 2026), 8-12 June 2026, Verona, Italy, Pages 185-201, Springer

  8. Balancing KPIs Through Multi-objective Prescriptive Process Analytics

    N. D. Le, A. Buliga, M. Ronzani, A. Padella, M. de Leoni

    Proceedings of the 38th International Conference on Advanced Information Systems Engineering (CAiSE 2026), 8-12 June 2026, Verona, Italy, Part I, Pages 98-115

  9. Discovering Shared-Action Routines from Interleaved Executions for Robotic Process Automation

    M. de Leoni, F. A. Khan

    Proceedings of the 24th International Conference on Business Process Management (BPM 2026), 27 Sep – 2 Oct 2026, Toronto, Canada, Pages 331-349

  10. Fairness in Prescriptive Process Analytics: Integrating Fairness Constraints into the Learning Phase

    F. De Santis, A. Padella, G. Park, F. Zanichelli, M. de Leoni

    Proceedings of the 24th International Conference on Business Process Management (BPM 2026), 27 Sep – 2 Oct 2026, Toronto, Canada, Pages 369-387

  11. Bridging Accuracy and Interpretability in Business Process Simulation via Knowledge Distillation

    F. Vinci, M. de Leoni

    Proceedings of the BPM Forum at the 24th International Conference on Business Process Management (BPM 2026), 27 Sep – 2 Oct 2026, Toronto, Canada, Pages 290-306

2025 9 papers

  1. Data-aware process models: From soundness checking to repair

    M. Zavatteri, D. Bresolin, M. de Leoni, A. Makaj

    Data & Knowledge Engineering, Volume 155, January 2025

  2. Balancing Fitness and Precision in Process Model Repair: Framework Formalization, Assessment, and Benefits for Simulation
    (Open Access)

    F. Vinci, M. de Leoni

    Process Science, Volume 2, Article Number 3, 2025, Springer

  3. Global Predictive Monitoring of Object-Centric Processes

    M. de Leoni, P. Volpato

    Proceedings of the 23rd International Conference on Business Process Management (BPM 2025), 31 Aug – 5 Sep 2025, Sevilla, Spain,

  4. Online Discovery of Simulation Models for Evolving Business Processes

    F. Vinci, G. Park, W. M. P. van der Aalst, M. de Leoni

    Proceedings of the 23rd International Conference on Business Process Management (BPM 2025), 31 Aug – 5 Sep 2025, Sevilla, Spain,

  5. Enhancing Predictive Process Monitoring on Small-Scale Event Logs Using LLMs

    A. Padella, P. Frazzetto, N. Navarin, M. de Leoni

    Proceedings of the BPM Forum at the 23rd International Conference on Business Process Management (BPM 2025), 31 Aug – 5 Sep 2025, Sevilla, Spain

  6. Leveraging Counterfactuals for Prescriptive Process Analytics

    N. D. Le, A. Padella, F. Vinci, M. de Leoni

    Proceedings of the Technology Forum at the 23rd International Conference on Business Process Management (BPM 2025), 31 Aug – 5 Sep 2025, Sevilla, Spain

  7. Accurate and Noise-Tolerant Extraction of Routine Logs in Robotic Process Automation (This is the extended version from ArXiv.org).

    M. de Leoni, F. A. Khan, S. Agostinelli

    Proceedings of the 31st International Conference on Cooperative Information Systems (COOPIS 2025), 20 - 22 October 2025, Marbella, Spain

  8. Reliable and Configurable Process Simulations via Probabilistic White-Box Models

    F. Vinci, G. Park, W. van der Aalst, M. de Leoni

    Proceedings of the 23rd International Conference on Service-Oriented Computing (ICSOC 2025), Main Track, 1 - 4 Dec 2025, Shenzhen, China

  9. ProSiT: A Tool for Interactive and Transparent Process Simulations

    F. Vinci, G. Park, W. van der Aalst, M. de Leoni

    Proceedings of the 23rd International Conference on Service-Oriented Computing (ICSOC 2025), Demonstration Track, 1 - 4 Dec 2025, Shenzhen, China

2024 4 papers

  1. Achieving Fairness in Predictive Process Analytics via Adversarial Learning

    M. de Leoni, A. Padella

    Proceedings of the 30th International Conference on Cooperative Information Systems (COOPIS 2024), 19 - 21 November 2024, Porto, Portugal.
    Extended version on ArXiv.org here

  2. Experience Based Resource Allocation for Remaining Time Optimization

    A. Padella, F. Mannhardt, F. Vinci, M. de Leoni and I. Vanderfeesten

    Proceedings of the 22nd International Conference on Business Process Management (BPM 2024), 1 - 6 September 2024, Krakov, Poland

  3. Repairing Process Models through Simulation and Explainable AI

    F. Vinci, M. de Leoni

    Proceedings of the 22nd International Conference on Business Process Management (BPM 2024), 1 - 6 September 2024, Krakov, Poland

  4. An empirical evaluation of unsupervised event log abstraction techniques in process mining

    G. Van Houdt, M. de Leoni, N. Martin, B. Depaire

    Information Systems, vol. 121, 2024, Elsevier

2023 8 papers

  1. An explainable decision support system for predictive process analytics

    R. Galanti, M. de Leoni, M. Monaro, N. Navarin, A. Marazzi, B. Di Stasi, S. Maldera

    Engineering Application of Artificial Intelligence, vol. 120, 2023, Elsevier

  2. Object-centric process predictive analytics

    R. Galanti, M. de Leoni, N. Navarin, A. Marazzi

    Expert System with Applications, vol. 213(C), 2023, Elsevier

  3. Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking

    F.Mannhardt, S. J. J. Leemans, C. T. Schwanen, M. de Leoni

    Proceedings of the 44rd International Conference on Application and Theory of Petri Nets and Concurrency (PETRI NET 2023), 25 - 30 June 2023, Costa de Caparica (Lisbon), Portugal

  4. Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve?

    M. de Leoni, F. Vinci, F.Mannhardt, S. J. J. Leemans

    Proceedings of the 21st International Conference on Business Process Management (BPM 2023), 11 - 15 September 2023, Utrecht, The Netherlands

  5. Resource Allocation in Recommender Systems for Global KPI Improvement

    A. Padella, M. de Leoni

    Proceedings of the 21st International Conference on Business Process Management - BPM Forum (BPM 2023), 11 - 15 September 2023, Utrecht, The Netherlands

  6. Predictive Analytics for Object-centric Processes: Do Graph Neural Networks Really Help? (Final, Post-workshop version)

    R. Galanti, M. de Leoni

    Proceedings of the Business Process Management Workshops (BPM 2023) - 1st International Workshop on Object-centric processes from A to Z (OBJECT), 11 September 2023, Utrecht, The Netherlands

  7. Repair of Unsound Data-Aware Process Models (Final, Post-workshop version)

    M. Zavatteri, D. Bresolin, M. de Leoni

    Proceedings of the Business Process Management Workshops (BPM 2023) - 1st International Workshop on Formal Methods for Business Process Management (FM-BPM), 11 September 2023, Utrecht, The Netherlands

  8. Parallelism-based Session Creation to Identify High-Level Activities in Event Log Abstraction (Final, Post-workshop version)

    O. Doğan, M. de Leoni

    Proceedings of the ICPM Workshops (ICPM 2023) - Fourth International Workshop on Event Data and Behavioral Analytics (EdbA' 23), 23 October 2023, Rome, Italy

2022 5 papers

  1. Fire now, fire later: alarm-based systems for prescriptive process monitoring
    (Open Access)

    S. A. Fahrenkrog-Petersen, N. Tax, I. Teinemaa, M. Dumas, M. de Leoni, F. M. Maggi, M. Weidlich

    Knowledge and Information Systems, vol. 64, 2022, Springer

  2. A Framework to Improve the Accuracy of Process Simulation Models

    F. Meneghello, C. Fracca, M. de Leoni, F. Asnicar, A.Turco

    Proceedings of the 16th International Conference on Research Challenges in Information Science (RCIS 2022), 17 - 20 May 2022, Barcelona, Spain

  3. Estimating Activity Start Timestamps in the presence of Waiting Times via Process Simulation

    C. Fracca, M. de Leoni, F. Asnicar, A.Turco

    Proceedings of the 34th International Conference on Advanced Information Systems Engineering (CAiSE 2022), 06 - 10 June 2022, Leuven, Belgium

  4. Foundation of Process Enhancement
    (Open Access)

    M. de Leoni

    Process Mining Handbook, 2022, Springer

  5. Explainable Process Prescriptive Analytics

    A. Padella, M. de Leoni, O. Doğan, R. Galanti

    Proceedings of the 4th International Conference on Process Mining (ICPM 2022), 23-28 October, 2022, Bolzano, Italy

2021 6 papers

  1. Event Abstraction in Process Mining – Literature Review and Taxonomy
    (Open Access)

    S. J. van Zelst, F. Mannhardt, M. de Leoni, A. Koschmider

    Granular Computing, Vol. 6, 2021, Springer

  2. Soundness Verification of Data-Aware Process Models with Variable-to-Variable Conditions
    (Subscription needed - Preprint available here)

    P. Felli, M. de Leoni, M. Montali

    Fundamenta Informaticae, vol. 182, no. 1, 2021

  3. Integrating BPMN and DMN: Modeling and Analysis
    (Open Access)

    M. de Leoni, P. Felli, M. Montali.

    Journal on Data Semantics, vol. 10, 2021

  4. BPSimpy: A Python Library for WfMC-Standard Process-Simulation Specifications

    C. Fracca, A. Bianconi, F. Meneghello, M. de Leoni, F. Asnicar, A. Turco

    Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021, 6-10 September, 2021, Rome, Italy

  5. The Benefits of Sensor-Measurement Aggregation in Discovering IoT Process Models: A Smart-House Case Study

    M. de Leoni, L. Pellattiero

    Proceedings of the Business Process Management Workshops (BPM 2021) - 5th International Workshop on Business Processes Meet the Internet-of-Things (BP-Meet-IoT'21), 6 September, 2021, Rome, Italy

  6. Integration of an Explainable Predictive Process Monitoring System into IBM Process Mining Suite

    R. Galanti, M. de Leoni, A. Marazzi, G. Bottazzi, M. Delsante, A. Folli

    Proceedings of the Demonstration Track of the 3rd International Conference on Process Mining (ICPM 2021), November, 2021, Eindhoven, The Netherlands

2020 4 papers

  1. Event-log abstraction using batch session identification and clustering

    M. de Leoni, S. Dundar

    Proceedings of the 35th ACM Symposium On Applied Computing (SAC 2020), 30 March - 3 April 2020.

  2. Strategy Synthesis for Data-Aware Dynamic Systems with Multiple Actors

    M. de Leoni, P. Felli, M. Montali

    Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), September 12-18, 2020.

  3. Explainable Predictive Process Monitoring

    R. Galanti, B. Coma-Puig, M. de Leoni, J. Carmona, N. Navarin

    Proceedings of the 2nd International Conference on Process Mining (ICPM 2020), October 4-9, 2020.

  4. Design and Evaluation of a Process-aware Recommender System based on Prescriptive Analytics

    M. de Leoni, M. Dees, L. Reulink

    Proceedings of the 2nd International Conference on Process Mining (ICPM 2020), October 4-9, 2020.

2019 3 papers

  1. Discovering high-level BPMN process models from event data
    (subscription needed)

    A. Kalenkova, A. Burattin, M. de Leoni, W.M.P. van der Aalst, A. Sperduti

    Business Process Management Journal, Vol. 25 No. 5, pp. 995-1019, 2018.

  2. Soundness Verificationof Decision-Aware Process Models with Variable-to-Variable Conditions

    P. Felli, M. de Leoni, M. Montali

    Proceedings of the 19th International Conference on Application of Concurrency to System Design (ACSD 2019), June 23-28, 2019, Aachen, Germany.

  3. What if process predictions are not followed by good recommendations?

    M. Dees, M. de Leoni, W.M.P. van der Aalst, H.A. Reijers

    Proceedings of the Industry Forum at the 17th International Conference on Business Process Management (BPM 2019), September 1-6, 2019, Vienna, Austria.

2018 8 papers

  1. Guided Process Discovery - A Pattern-based Approach Journal
    (subscription needed)

    F. Mannhardt, M. de Leoni, H.A. Reijers, W.M.P. van der Aalst

    Volume 76, July 2018, Information Systems, Springer.

  2. Process variant comparison: Using event logs to detect differences in behavior and business rules
    (subscription needed)

    A. Bolt, M. de Leoni, W.M.P. van der Aalst

    Volume 74, May 2018, Information Systems, Springer

  3. Time and Activity Sequence Prediction of Business Process Instances
    (subscription needed)

    M. Polato, A. Sperduti, A. Burattin, M. de Leoni

    Volume 100, Issue 9, Computing, September 2018, Springer.

  4. Aligning Partially-Ordered Process-Execution Traces and Models Using Automated Planning

    M. de Leoni, G. Lanciano, A. Marrella

    In Proc. of the 28th International Conference on Automated Planning and Scheduling (ICAPS 2018), 24-29 June 2018, Delft, the Netherlands

  5. Decision Discovery in Business Processes
    (click here for a pre-print)

    M. de Leoni, F. Mannhardt

    In Encyclopedia of Big Data Technologies, Springer

  6. Alarm-Based Prescriptive Process Monitoring

    I. Teinemaa, N. Tax, M. de Leoni, M. Dumas, F.M. Maggi

    In Proc. of Forum of the 15th International Conference on Business Process Management (BPM 2018), 9-14 September, 2018. Sydney, Australia.

  7. A Holistic Approach for Soundness Verification ofDecision-Aware Process Models

    M. de Leoni, P. Felli, M. Montali

    In Proc. of the 37th International Conference on Conceptual Modeling (ER 2018), 22-25 October 2018, Xi'an, China

  8. Generating Decision-Aware Models & Logs: Towards an Evaluation of Decision Mining

    T. Jouck, M. de Leoni, B. Depaire

    In Proc. of the 6th International Workshop on Declarative/Decision/Hybrid Mining and Modelling for Business Processes (DeHMiMoP 2018), 10 September 2018, Sydney, Australia

2017 7 papers

  1. Data-driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs

    F. Mannhardt, M. de Leoni, H.A. Reijers, W.M.P. van der Aalst

    In Proc. of the 29th International Conference on Advanced Information Systems Engineering (CAiSE 2017), 12-16 June 2017, Essen, Germany

  2. How Planning Techniques Can Help Process Mining: The Conformance-Checking Case

    M. de Leoni, A. Marrella

    In Proc. of the 25th Italian Symposium on Advanced Database (SEBD 2017), 25-29 June 2017, Squillace Lido, Italy

  3. A Tool for Aligning Event Logs and Prescriptive Process Models through Automated Planning

    M. de Leoni, G. Lanciano, A, Marrella

    In Proc. of the BPM Demo Sessions 2017, 10-15 September 2017, Barcelona, Spain.

  4. Heuristic Mining Revamped: An Interactive, Data-aware, and Conformance-aware Miner

    F. Mannhardt, M. de Leoni, H. A. Reijers

    In Proc. of the BPM Demo Sessions 2017, 10-15 September 2017, Barcelona, Spain.

  5. Enhancing Process Models to Improve Business Performance: A Methodology and Case Studies

    M. Dees, M. de Leoni, F. Mannhardt

    In Proc. of 25th International Conference on Cooperative Information Systems (CoopIS 2017), 25-27 October 2017, Rhodes, Greece.

  6. Finding Process Variants in Event Logs (short paper)

    A. Bolt, W.M.P. van der Aalst, M. de Leoni,

    In Proc. of 25th International Conference on Cooperative Information Systems (CoopIS 2017), 25-27 October 2017, Rhodes, Greece.

  7. Aligning Real Process Executions and Prescriptive Process Models through Automated Planning
    (Subscription needed)

    M. de Leoni, A. Marrella

    Volume 82, October 2017, Expert Systems with Applications, Elsevier.

2016 7 papers

  1. Scientific Workflows for Process Mining: Building Blocks, Scenarios, and Implementation
    (Open Access)

    A. Bolt, M. de Leoni, W.M.P. van der Aalst

    International Journal on Software Tools for Technology Transfer, Springer.

  2. A General Process Mining Framework for Correlating, Predicting and Clustering Dynamic Behavior Based on Event Logs
    (Subscription needed)

    M. de Leoni, W. M. P. van der Aalst, M. Dees

    Volume 56, Pages 235–257, Information Systems, March 2016, Springer.

  3. Turning Event Logs into Process Movies: Animating What Has Really Happened
    (Subscription needed)

    M. de Leoni, S. Suriadi, A.H.M ter Hofstede, W.M.P. van der Aalst

    Volume 15, Issue 3, pp 707- 732, Software and System Modeling, July 2016, Springer.
    The paper is accompanied by a reference implementation (as plug-in for ProM) and a screencast. The screencast, the installation instructions are an example of input for the plug-in is available at http://www.processmining.org/online/logonmaps.

  4. From Low-Level Events to Activities - A Pattern-based Approach

    F. Mannhardt, M. de Leoni, H.A. Reijers, W.M.P. van der Aalst, P.J. Toussaints

    In Proc. of the 13th International Conference on Business Process Management (BPM 2016), 18-22 September, 2016 Rio De Janeiro, Brazil.
    AWARDED AS "BEST STUDENT PAPER"

  5. Decision Mining Revisited - Discovering Overlapping Rules

    F. Mannhardt, M. de Leoni, H.A. Reijers, W.M.P. van der Aalst

    In Proc. of the 28th International Conference on Advanced Information Systems Engineering (CAiSE 2016), 13-17 June 2016, Ljubljana, Slovenia

  6. A Visual Approach to Spot Statistically-Significant Differences in Event Logs Based on Configurable Metrics

    A. Bolt, M. de Leoni, W.M.P. van der Aalst

    In Proc. of the 28th International Conference on Advanced Information Systems Engineering (CAiSE 2016), 13-17 June 2016, Ljubljana, Slovenia

  7. Balanced Multi-Perspective Checking of Process Conformance
    (Open Access)

    F. Mannhardt, M. de Leoni, H.A. Reijers, W.M.P. van der Aalst

    Volume 98, Issue 4, Pages 407-437, Computing, April 2016, Springer

2015 6 papers

  1. Declarative Process Mining in Healthcare

    M. Rovani, F.M. Maggi, M. de Leoni, W.M.P. van der Aalst

    Volume 42, Issue 23, December 2015, Expert Systems with Applications, Elsevier.

  2. Measuring the Precision of Multi-perspective Process Models

    F. Mannhardt, M. de Leoni, H. A. Reijers, W.M.P. van der Aalst

    In Proc. of the 11th International Workshop on Business Process Intelligence 2015 (BPI 2015) co-located with the 12th International Conference on Business Process Management, 31 August 2015, Innsbruck, Austria.

  3. Exploiting Process Cubes, Analytic Workflows and Process Mining for Business Process Reporting: A Case Study in Education

    A. Bolt, M. de Leoni, W.M.P. van der Aalst

    In Proc. of 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 9-11 December, 2015, Vienna, Austria.

  4. Constructing Probable Explanations of Nonconformity: A Data-aware and History-based Approach

    M. Alizadeh, M. de Leoni, N. Zannone

    In Proc. of the 2015 IEEE Symposium on Computational Intelligence and Data Mining Symposium (CIDM 15), 7-10 December 2015, Cape Town, South Africa

  5. An Alignment-based Framework to Check the Conformance of Declarative Process Models and to Preprocess Event-Log Data
    (Subscription needed)

    M. de Leoni, F. M. Maggi, W. M. P. van der Aalst

    Volume 47, Pages 258–277, Information Systems, January 2015, Elsevier.

  6. A Recommendation System for Predicting Risks across Multiple Business Process Instances.
    (Subscription needed)

    R. Conforti, M. de Leoni, M. La Rosa, W.M.P. van der Aalst, A.H.M ter Hofstede

    Volume 69, Pages 1–19, Decision Support Systems, January 2015, Springer.

2014 7 papers

  1. Data-Aware Remaining Time Prediction of Business Process Instances

    M. Polato, A. Sperduti, A. Burattin, M. de Leoni

    In Proc. of the 2014 International Joint Conference on Neural Networks (IJCNN 2014), 6-11 July, 2014, Beijing, China.

  2. A General Framework for Correlating Business Process Characteristics

    M. de Leoni, W. M. P. van der Aalst, M. Dees

    In Proc. of the 11th International Conference on Business Process Management (BPM 2014), 7-11 September, 2014 Haifa, Israel.
    AWARDED AS "BEST CONFERENCE PAPER"

  3. Extending Process Logs with Events from Supplementary Sources

    F. Mannhardt, M. de Leoni, H. A. Reijers

    In Proc. of 3rd workshop on Data- & Artifact-centric BPM (DAB) co-located with the 11th International Conference on Business Process Management, 8 September, 2014, Haifa, Israel.

  4. Discovering, Analyzing and Enhancing BPMN Models Using ProM

    A. Kalenkova, M. de Leoni, W.M.P. van der Aalst

    In Proc. of the BPM Demo Sessions 2014, 7-11 September, 2014 Haifa, Israel.

  5. The FeaturePrediction Package in ProM: Correlating Business Process Characteristics

    M. de Leoni, W.M.P. van der Aalst

    In Proc. of the BPM Demo Sessions 2014, 7-11 September, 2014 Haifa, Israel.

  6. Decomposing Alignment-based Conformance Checking of Data-aware Process Models

    M. de Leoni, J. Munoz-Gama, J. Carmona, W.M.P. van der Aalst

    In Proc. of 22nd International Conference on Cooperative Information Systems (CoopIS 2014) 27-31 October 2014, Amantea, Italy.

  7. History-based Construction of Log-Process Alignments for Conformance Checking: Formalization and Implementation
    (click here for the pre-proceedings version)

    M. Alizadeh, M. de Leoni, N. Zannone

    In Proc. of 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 19-21 November, 2014, Milan, Italy.

2013 5 papers

  1. Data-Aware Process Mining: Discovering Decisions in Processes Using Alignments

    M. de Leoni, W. M. P. van der Aalst

    In Proc. of the 28th ACM Symposium on Applied Computing (SAC 2013) 18-22 March, 2013, Coimbra, Portugal.
    Track "Enterprise Engineering"

  2. Discovering Branching Conditions from Business Process Execution Logs

    M. de Leoni, M. Dumas and L. García-Bañuelos

    In Proc. of 16th International Conference on Fundamental Approaches to Software Engineering (FASE 2013), 16-24 March, 2013, Rome, Italy.

  3. Supporting Risk-Informed Decisions during Business Process Execution

    R. Conforti, M. de Leoni, M. La Rosa, W. M. P. van der Aalst

    In Proc. of 25th International Conference on Advanced Information Systems Engineering (CAiSE 2013), 17-21 June, 2013, Valencia, Spain.

  4. A Software Framework for Risk-Aware Business Process Management

    R. Conforti, M. La Rosa, A.H.M. Ter Hofstede, G. Fortino, M. de Leoni, W.M.P. van der Aalst and M. Adams

    In Proc. of the CAISE Forum 2013 at the 25th International Conference on Advanced Information Systems Engineering (CAiSE 2013), 20 June, 2013, Valencia, Spain.

  5. Aligning Event Logs and Process Models for Multi-Perspective Conformance Checking: An Approach Based on Integer Linear Programming

    M. de Leoni, W. M. P. van der Aalst

    In Proc. of the 10th International Conference on Business Process Management (BPM 2013), Beijing, China, August 26th-30th, 2013.
    An extended version is available as BPM Technical Report.

2012 6 papers

  1. Process Mining And Visual Analytics: Breathing life into business process models.

    W.M.P. van der Aalst, M. de Leoni, A.H.M. ter Hofstede

    Chapter for book: Alexandru Floares (Ed.), Computational Intelligence. Hauppauge, NY, USA. Nova Science Publishers, Inc, December 2012.
    Also available as BPM Center's report.

  2. Process Mining: come estrarre conoscenza dai log dei processi di business (In Italian)
    (Subscription needed - Click here to obtain a pre-print)

    W. M.P. van der Aalst, A. Burattin, M.de Leoni, A. Guzzo, F. M. Maggi e M. Montali

    Mondo Digitale, number 43, September 2012

  3. ROME4EU – A Service Oriented Process-aware Information System for Mobile Devices
    (Subscription needed)

    A. Russo, M. Mecella, M. de Leoni

    Volume 42, Issue 10, Software: Practice & Experience, Wiley, October 2012

  4. Data- and Resource-aware Conformance Checking of Business Processes

    M. de Leoni, W.M.P. van der Aalst, B.F. van Dongen

    In Proc. of the 15th International Conference on Business Information Systems (BIS 2012), Vilnius, Lithuania, May 21st-23td, 2012.

  5. Aligning Event Logs and Declarative Process Models for Conformance Checking

    M. de Leoni, F.M. Maggi, W.M.P. van der Aalst

    In Proc. of the 9th International Conference on Business Process Management (BPM 2012), Tallinn, Estonia, September 3rd-6th, 2012.

  6. Visual Support for Work Assignment in Process-Aware Information Systems: Framework Formalisation and Implementation

    M. de Leoni, M. Adams, W. M. P. van der Aalst, A.H.M. ter Hofstede

    Volume 54, Issue 1, Decision Support Systems, Elsevier,December 2012.

2011 6 papers

  1. Many-to-Many: Some Observations on Interactions in Artifact Choreographies

    D. Fahland, M. de Leoni, B.F. van Dongen, W.M.P. van der Aalst

    In Proc. of the 3rd Central-European Workshop on Services and their Composition (ZEUS 2011), Karlsruhe, Germany, February 21th-22th, 2011.

  2. WORKPAD: Process Management and Geo-Collaboration Help Disaster Response
    (Subscription needed - Click here to obtain a pre-print)

    T. Catarci, M. de Leoni, A. Marrella, M. Mecella, A. Russo, R. Steinmann, M. Bortenschlager

    In International Journal of Information Systems for Crisis Response and Management (IJISCRAM) - Volume 3, Issue 1, 2011.

  3. Behavioral Conformance of Artifact-Centric Process Models

    D. Fahland, M. de Leoni, B.F. van Dongen, W.M.P. van der Aalst

    In Proc. of the 14th International Conference on Business Information Systems (BIS 2011), Poznań, Poland, June 15th-17th, 2011.
    AWARDED AS "BEST CONFERENCE PAPER"

  4. SmartPM - Featuring Automatic Adaptation to Unplanned Exceptions

    M. de Leoni, A. Marrella, M. Mecella, S. Sardina

    Department of Computer and System Sciences Antonio Ruberti Technical Reports, Vol 3, n.4 (2011)

  5. Conformance Checking of Interacting Processes With Overlapping Instances

    D. Fahland, M. de Leoni, B.F. van Dongen, W.M.P. van der Aalst

    In Proc. of the 9th International Conference on Business Process Management (BPM 2011), Clermont-Ferrand, France, August 28th to September 2nd, 2011

  6. Process Mining Manifesto

    W.M.P. van der Aalst et al. (including M. de Leoni)

    In Proceedings of the 7th International Workshop on Business Process Intelligence. Business Process Management Workshops 2011, Lecture Notes in Business Information Processing, Vol. 99, Springer-Verlag, 2011

2010 4 papers

  1. The WORKPAD Project Experience: Improving the Disaster Response through Process Management and Geo Collaboration

    T. Catarci, M. de Leoni, A. Marrella, M. Mecella, M. Bortenschlager, R. Steinmann

    In Proc. of the 7th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2010), Seattle, USA, May 2nd-5th, 2010

  2. Mobile Process Management through Web Services

    M. de Leoni, M. Mecella

    In Proc. of the 7th IEEE 2010 International Conference on Services Computing (SCC 2010), Miami, USA, July 5th-10th, 2010

  3. Bayesian filter-based Approach for Detecting Black-hole Attacks in MANETs

    J. Hortelano, J.C. Cano, C. T. Calafate, M. de Leoni, P. Manzoni, M. Mecella

    In Proc. of Fifth International Workshop on MObile and NEtworking Technologies for social applications (MONET´10)
    colocated with the OnTheMove Federated Conferences & Workshop, Crete, Greece, October 25th-29th, 2010

  4. Process-aware Information Systems for Emergency Management

    M. de Leoni, A. Marrella, A. Russo

    In Proc. of International Workshop on Emergency Management through Service Oriented Architectures (EMSOA 2010), co-located with the ServiceWave 2010 Conference. This paper is the result of the invited talk given by Massimiliano de Leoni at the workshop. The presentation can be download here.

2009 7 papers

  1. On-line Adaptation of Sequential Mobile Processes Running Concurrently

    M. de Leoni, Y. Lésperance, G. De Giacomo, M. Mecella

    In Proc. of the 24th ACM Symposium on Applied Computing (SAC 2009) 8-12 March, 2009, Honolulu, Hawaii, USA.
    Track "Coordination Models, Languages and Applications"

  2. Designing Mobile Systems in Highly Dynamic Scenarios. The WORKPAD Methodology.
    (Link to Springer Site - Subscription needed)

    S. R. Humayoun, T. Catarci, M. de Leoni, A. Marrella, M. Mecella, M. Bortenschlager, R. Steinmann

    Springer's International Journal on Knowledge, Technology & Policy, Volume 22, Number 1 / March, 2009.

  3. A Web Service-based Process-aware Information System for Smart Devices

    D. Battista, D. Graziano, V. Franchi, A. Russo, M. de Leoni, M. Mecella

    Technical Report D.I.S. n°5, 2009.

  4. Adaptive Process Management in Highly Dynamic and Pervasive Scenarios

    M. de Leoni

    The 4th European Young Researchers Workshop on Service-Oriented Computing (YR-SOC 2009), 17-19 June 2009, Pisa.

  5. The WORKPAD User Interface and Methodology: Developing Smart and Effective Mobile Applications for Emergency Operators

    S. R. Humayoun, T. Catarci, M. de Leoni, A. Marrella, M. Mecella, M. Bortenschlager, R. Steinmann

    In Proc. of 13th International Conference on Human-Computer Interaction (HCI International 2009), 19-24 July 2009, San Diego, USA.
    Session "Designing for Mobile Computing".

  6. Visual Support for Work Assignment in YAWL

    F. Cardi, M. de Leoni, M. Adams, W. M. P. van der Aalst, A.H.M. ter Hofstede

    In Proc. of the Demonstration Track of 7th International Conference on Business Process Management (BPM 2009), 10-14 September 2009, Ulm, Germany.

  7. Disconnection Prediction in Mobile P2P Networks using publish/subscribe

    M. de Leoni, M. Mecella, P. Manfrè, V. Franchi, D. Graziano

    In Proc. of the IEEE International Conference on Ultra Modern Communications (ICUMT 2009), 12-14 October 2009, S. Petersburg, Russia.

2008 7 papers

  1. Pervasive and Peer-to-Peer Software Environments for Supporting Disaster Responses.
    (Link to IEEE Site - Subscription needed)

    T. Catarci, M. de Leoni, A. Marrella, M. Mecella, G. Vetere, S. Dustdar et al.

    "IEEE Internet Computing" Journal – Special Issue on Crisis Management - January 2008

  2. A Bayesian Approach for Disconnection Management in Mobile Ad-hoc Network (Extended version)

    M. de Leoni, S. R. Humayoun, M. Mecella, R. Russo

    Ubiquitous Computing and Communication Journal, March 2008

  3. Mobile Ad hoc Networks for Collaborative and Mission-critical Mobile Scenarios: a Practical Study (On-line appendix)

    G. Bertelli, M. de Leoni, M. Mecella, J. Dean

    The 6th IEEE International Workshop on Distributed and Mobile Collaboration (DMC 2008) at WETICE '08, 2008, 23-25 June 2008, Rome, Italy.

  4. Coordinating Mobile Actors in Pervasive and Mobile Scenarios: An AI-based Approach

    M. de Leoni, A. Marrella, M. Mecella, S. Valentini, S. Sardina

    In Proc. of the 2nd IEEE International Workshop on Interdisciplinary Aspects of Coordination Applied to Pervasive Environments: Models and Applications (COMA 2008) at WETICE '08, 2008, 23-25 June 2008,Rome, Italy.

  5. Visual Support for Work Assignment in Process-aware Information Systems
    (Extended version available as Technical Report here)

    M. de Leoni, W. M. P. van der Aalst, A.H.M. ter Hofstede

    In Proc. of the 6th International Conference on Business Process Management (BPM 2008), Milan, Italy, 1-4 September 2008.

  6. Smart Homes for All: Collaborating Services in a for-All Architecture for Domotics

    T. Catarci, F. Cincotti, M. de Leoni, M. Mecella, G. Santucci

    In Proc. of The 4th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom'08), Orlando, USA, 13-16 November 2008

  7. ROME4EU: A Web Service-based Process-aware Information System for Smart devices

    D. Battista, A. De Gaetanis, M. de Leoni et al.

    In Proc. of the International Conference on Service Oriented Computing (ICSOC 2008), Sydney, Australia, 1-4 December 2008. Demo Session

2007 7 papers

  1. Emergency Management: from User Requirements to a Flexible P2P Architecture

    M. de Leoni, M. Mecella, F. De Rosa, M. Mecella, A. Poggi, A. Krek, F. Manti

    In Proc. of the Session on Flexible Service and Data Management Platforms for Crisis Response Session at the 4th International Conference on Information Systems for Crisis Response and Management (ISCRAM), Delft, the Netherlands, May 13th-16th, 2007

  2. Emulating Mobile Ad-hoc Networks of Hand-held Devices. The OCTOPUS Virtual Environment

    F. D’Aprano, M. de Leoni, M. Mecella

    In Proc. of the ACM Workshop on System Evaluation for Mobile Platform: Metrics, Methods, Tools and Platforms (MobiEval) at Mobisys 2007, Puerto Rico 11-14 June 2007

  3. A Bayesian Approach for Disconnection Management

    M. de Leoni, M. Mecella, R. Russo

    In Proc. of the Workshop on Interdisciplinary Aspects of Coordination Applied to Pervasive Environments: Models and Applications (COMA 2007) at the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE-2007), GET/INT, Paris, France, June 18-20, 2007

  4. The WORKPAD P2P Service-Oriented Infrastructure for Emergency Management

    T. Catarci, M. de Leoni, M. Mecella, S. Dustdar, L. Juszczyk et al.

    In Proc. of the 3rd International Workshop on Collaborative Service-oriented P2P Information Systems (COPS 2007) at the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE-2007), GET/INT, Paris, France, June 18-20, 2007.

  5. Automatic Workflow Composition of Mobile Services

    G. De Giacomo, M. de Leoni, M. Mecella, F. Patrizi

    In Proc. of the IEEE International Conference on Web Services (ICWS 2007), Salt Lake City, USA, July, 2007.

  6. Highly Dynamic Adaptation in Process Management Systems through Execution Monitoring

    M. de Leoni, M. Mecella, G. De Giacomo

    In Proc. of the 5th International Conference on Business Process Management (BPM 2007), Brisbane, Australia, 24-28 September 2007.

  7. Resource Disconnection Management in MANET Driven by Process Time Plan

    M. de Leoni, F. De Rosa, M. Mecella, S. Dustdar

    In Proc. of the First International ACM Conference on Autonomic Computing and Communication Systems (AUTONOMICS'07), Rome, Italy, 28-30 October 2007.

2006 2 papers

  1. MOBIDIS: A Pervasive Architecture for Emergency (On-line appendix)

    M. de Leoni, F. De Rosa, M. Mecella

    In Proc. of The 4th International Workshop on Distributed and Mobile Collaboration (DMC 2006)
    at the 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE-2006), University of Manchester, UK, June 26th -28th, 2006.
    AWARDED AS "BEST PAPER" OF DMC 2006 WORKSHOP

  2. WORKPAD: 2-Layered Peer-to-Peer for Emergency Management through Adaptive Processes

    T. Catarci, M. de Leoni, M. Mecella, M. Angelaccio, S. Dustdar et al.

    In Proc. of The 2nd International IEEE Conference on Collaborative Computing: Networking, Applications and Worksharing (COLLABORATECOM 2006), Atlanta, Georgia, USA, November 17th - 20th, 2006