Marcello La Rosa

194 papers A* 1A 38B 9Journal 88Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Addressing the Contemporary Challenges of Business Process Compliance. Bus. Inf. Syst. Eng. Nigel Adams, Adriano Augusto, Michael J. Davern, Marcello La Rosa
2025	J	`jnl`	Five guidelines to improve context-aware process selection: an Australian banking perspective. Bus. Process. Manag. J. Nigel Adams, Adriano Augusto, Michael J. Davern, Marcello La Rosa
2024	—	`conf`	Apromore Compliance Center: A No-Code Solution to Process Compliance Management. ICPM Doctoral Consortium / Demo Nigel Adams, Adriano Augusto, Michael J. Davern, Marcello La Rosa
2024	—	`conf`	End-to-end, no-code business process compliance framework for the banking industry. PLC@ICPM Nigel Adams, Adriano Augusto, Michael J. Davern, Marcello La Rosa
2024	J	`jnl`	Process Query Language: Design, Implementation, and Evaluation. Inf. Syst. Artem Polyvyanyy, Arthur H. M. ter Hofstede, Marcello La Rosa, Chun Ouyang, Anastasiia Pika
2023	J	`jnl`	AI-augmented Business Process Management Systems: A Research Manifesto. ACM Trans. Manag. Inf. Syst. Marlon Dumas, Fabiana Fournier, Lior Limonad, Andrea Marrella, Marco Montali, Jana-Rebecca Rehse, Rafael Accorsi, Diego Calvanese, Giuseppe De Giacomo, Dirk Fahland, Avigdor Gal, Marcello La Rosa, Hagen Völzer, Ingo Weber
2023	A	`conf`	Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CAiSE Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
2023	J	`jnl`	Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CoRR Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
2023	J	`jnl`	Prescriptive process monitoring based on causal effect estimation. Inf. Syst. Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2022	J	`jnl`	Augmented Business Process Management Systems: A Research Manifesto. CoRR Marlon Dumas, Fabiana Fournier, Lior Limonad, Andrea Marrella, Marco Montali, Jana-Rebecca Rehse, Rafael Accorsi, Diego Calvanese, Giuseppe De Giacomo, Dirk Fahland, Avigdor Gal, Marcello La Rosa, Hagen Völzer, Ingo Weber
2022	J	`jnl`	Discovering data transfer routines from user interaction logs. Inf. Syst. Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
2022	J	`jnl`	Generalization in Automated Process Discovery: A Framework based on Event Log Patterns. CoRR Daniel Reißner, Abel Armas-Cervantes, Marcello La Rosa
2022	J	`jnl`	Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach. IEEE Trans. Knowl. Data Eng. Adriano Augusto, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Marcello La Rosa
2022	—	`conf`	ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract). ICPM Doctoral Consortium / Demo Zahra Dasht Bozorgi, Aleksei Kopolov, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2022	—	`ch.`	Robotic Process Mining. Process Mining Handbook Marlon Dumas, Marcello La Rosa, Volodymyr Leno, Artem Polyvyanyy, Fabrizio Maria Maggi
2022	J	`jnl`	Special issue: Selected papers of ICPM 2019. Inf. Syst. Josep Carmona, Mieke Jans, Marcello La Rosa
2022	—	`conf`	Why Do Banks Find Business Process Compliance so Challenging? An Australian Perspective. BPM (Forum) Nigel Adams, Adriano Augusto, Michael J. Davern, Marcello La Rosa
2021	A	`conf`	A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences. SDM Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani
2021	J	`jnl`	A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences. CoRR Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani
2021	A	`ed.`	Advanced Information Systems Engineering - 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021, Proceedings CAiSE Marcello La Rosa, Shazia Sadiq, Ernest Teniente
2021	J	`jnl`	Automated Discovery of Process Models with True Concurrency and Inclusive Choices. CoRR Adriano Augusto, Marlon Dumas, Marcello La Rosa
2021	J	`jnl`	Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory. CoRR Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
2021	J	`jnl`	Automated Repair of Process Models with Non-local Constraints Using State-Based Region Theory. Fundam. Informaticae Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
2021	J	`jnl`	Business process variant analysis: Survey and classification. Knowl. Based Syst. Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
2021	J	`jnl`	Capturing rich person-centred discharge information: exploring the challenges in developing a new model. Inf. Technol. People Nyree J. Taylor, Reeva Lederman, Rachelle Bosua, Marcello La Rosa
2021	J	`jnl`	Discovering executable routine specifications from user interaction logs. CoRR Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
2021	J	`jnl`	Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study. Bus. Inf. Syst. Eng. Niels Martin, Dominik Andreas Fischer, Georgi Dimov Kerpedzhiev, Kanika Goel, Sander J. J. Leemans, Maximilian Röglinger, Wil M. P. van der Aalst, Marlon Dumas, Marcello La Rosa, Moe Thandar Wynn
2021	J	`jnl`	Optimization framework for DFG-based automated process discovery approaches. Softw. Syst. Model. Adriano Augusto, Marlon Dumas, Marcello La Rosa, Sander J. J. Leemans, Seppe K. L. M. vanden Broucke
2021	B	`conf`	Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. ICPM Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2021	J	`jnl`	Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. CoRR Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa
2021	J	`jnl`	Robotic Process Mining: Vision and Challenges. Bus. Inf. Syst. Eng. Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
2021	J	`jnl`	Seven Paradoxes of Business Process Management in a Hyper-Connected World. Bus. Inf. Syst. Eng. Daniel Beverungen, Joos C. A. M. Buijs, Jörg Becker, Claudio Di Ciccio, Wil M. P. van der Aalst, Christian Bartelheimer, Jan vom Brocke, Marco Comuzzi, Karsten Kraume, Henrik Leopold, Martin Matzner, Jan Mendling, Nadine Ogonek, Till Post, Manuel Resinas, Kate Revoredo, Adela del-Río-Ortega, Marcello La Rosa, Flávia Maria Santoro, Andreas Solti, Minseok Song, Armin Stein, Matthias Stierle, Verena Wolf
2021	A	`conf`	Structural and Behavioral Biases in Process Comparison Using Models and Logs. ER Anna A. Kalenkova, Artem Polyvyanyy, Marcello La Rosa
2020	A	`conf`	A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics. BPM Anna A. Kalenkova, Artem Polyvyanyy, Marcello La Rosa
2020	—	`ed.`	Advanced Information Systems Engineering - CAiSE Forum 2020, Grenoble, France, June 8-12, 2020, Proceedings CAiSE Forum Nicolas Herbaut, Marcello La Rosa
2020	J	`jnl`	Automated Discovery of Data Transformations for Robotic Process Automation. CoRR Volodymyr Leno, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
2020	—	`conf`	Automated Discovery of Process Models with True Concurrency and Inclusive Choices. ICPM Workshops Adriano Augusto, Marlon Dumas, Marcello La Rosa
2020	B	`conf`	Automated Repair of Process Models Using Non-local Constraints. Petri Nets Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
2020	J	`jnl`	Automated discovery of declarative process models with correlated data conditions. Inf. Syst. Volodymyr Leno, Marlon Dumas, Fabrizio Maria Maggi, Marcello La Rosa, Artem Polyvyanyy
2020	A	`conf`	Automatic Repair of Same-Timestamp Errors in Business Process Event Logs. BPM Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede, Adriano Augusto
2020	A	`conf`	Business Process Variant Analysis Based on Mutual Fingerprints of Event Logs. CAiSE Farbod Taymouri, Marcello La Rosa, Josep Carmona
2020	J	`jnl`	Detecting sudden and gradual drifts in business processes from execution traces. CoRR Abderrahmane Maaradji, Marlon Dumas, Marcello La Rosa, Alireza Ostovar
2020	J	`jnl`	Detection and removal of infrequent behavior from event streams of business processes. Inf. Syst. Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
2020	J	`jnl`	Efficient Conformance Checking using Alignment Computation with Tandem Repeats. CoRR Daniel Reißner, Abel Armas-Cervantes, Marcello La Rosa
2020	J	`jnl`	Encoder-Decoder Generative Adversarial Nets for Suffix Generation and Remaining Time Predication of Business Process Models. CoRR Farbod Taymouri, Marcello La Rosa
2020	B	`conf`	Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs. ICPM Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
2020	J	`jnl`	Identifying candidate routines for Robotic Process Automation from unsegmented UI logs. CoRR Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
2020	A	`conf`	Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. BPM Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
2020	J	`jnl`	Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. CoRR Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
2020	B	`conf`	Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. ICPM Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2020	J	`jnl`	Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. CoRR Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2020	—	`conf`	Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs. BPM (PhD/Demos) Volodymyr Leno, Stanislav Deviatykh, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
2020	J	`jnl`	Robust Drift Characterization from Event Streams of Business Processes. ACM Trans. Knowl. Discov. Data Alireza Ostovar, Sander J. J. Leemans, Marcello La Rosa
2020	J	`jnl`	Scalable alignment of process models and event logs: An approach based on automata and S-components. Inf. Syst. Daniel Reißner, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Dirk Fahland, Marcello La Rosa
2019	A	`conf`	A Probabilistic Approach to Event-Case Correlation for Process Mining. ER Dina Bayomie, Claudio Di Ciccio, Marcello La Rosa, Jan Mendling
2019	—	`conf`	Action Logger: Enabling Process Mining for Robotic Process Automation. BPM (PhD/Demos) Volodymyr Leno, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
2019	J	`jnl`	Automated Discovery of Process Models from Event Logs: Review and Benchmark. IEEE Trans. Knowl. Data Eng. Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Andrea Marrella, Massimo Mecella, Allar Soo
2019	J	`jnl`	Business Process Variant Analysis based on Mutual Fingerprints of Event Logs. CoRR Farbod Taymouri, Marcello La Rosa, Josep Carmona
2019	J	`jnl`	Business Process Variant Analysis: Survey and Classification. CoRR Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
2019	—	`conf`	Discovering Automatable Routines from User Interaction Logs. BPM Forum Antonio Bosco, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Giancarlo Fortino
2019	J	`jnl`	Local Concurrency Detection in Business Process Event Logs. ACM Trans. Internet Techn. Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Abderrahmane Maaradji
2019	A	`conf`	Metaheuristic Optimization for Automated Business Process Discovery. BPM Adriano Augusto, Marlon Dumas, Marcello La Rosa
2019	J	`jnl`	Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Trans. Knowl. Discov. Data Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
2019	J	`jnl`	Predicting process performance: A white-box approach based on process models. J. Softw. Evol. Process. Ilya Verenich, Marlon Dumas, Marcello La Rosa, Hoang Nguyen
2019	—	`ed.`	Proceedings of the Doctoral Consortium Papers Presented at the 31st International Conference on Advanced Information Systems Engineering (CAiSE 2019), Rome, Italy, June 3-7, 2019. CAiSE (Doctoral Consortium) Marcello La Rosa, Pierluigi Plebani, Manfred Reichert
2019	J	`jnl`	Process Query Language: Design, Implementation, and Evaluation. CoRR Artem Polyvyanyy, Arthur H. M. ter Hofstede, Marcello La Rosa, Chun Ouyang, Anastasiia Pika
2019	J	`jnl`	Scalable Alignment of Process Models and Event Logs: An Approach Based on Automata and S-Components. CoRR Daniël Reißner, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Dirk Fahland, Marcello La Rosa
2019	J	`jnl`	Split miner: automated discovery of accurate and simple business process models from event logs. Knowl. Inf. Syst. Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2019	J	`jnl`	Stage-based discovery of business process models from event logs. Inf. Syst. Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi
2019	—	`ch.`	Structuring Business Process Management. The Art of Structuring Jan Mendling, Marlon Dumas, Marcello La Rosa, Hajo A. Reijers
2019	J	`jnl`	Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Trans. Intell. Syst. Technol. Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
2019	—	`conf`	The Rise of Enforceable Business Processes from the Hashes of Blockchain-Based Smart Contracts. BPMDS/EMMSAD@CAiSE Sara Migliorini, Mauro Gambini, Carlo Combi, Marcello La Rosa
2018	A	`conf`	Abstract-and-Compare: A Family of Scalable Precision Measures for Automated Process Discovery. BPM Adriano Augusto, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Daniel Reißner
2018	J	`jnl`	Automated discovery of structured process models from event logs: The discover-and-structure approach. Data Knowl. Eng. Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Giorgio Bruno
2018	J	`jnl`	Blockchains for Business Process Management - Challenges and Opportunities. ACM Trans. Manag. Inf. Syst. Jan Mendling, Ingo Weber, Wil M. P. van der Aalst, Jan vom Brocke, Cristina Cabanillas, Florian Daniel, Søren Debois, Claudio Di Ciccio, Marlon Dumas, Schahram Dustdar, Avigdor Gal, Luciano García-Bañuelos, Guido Governatori, Richard Hull, Marcello La Rosa, Henrik Leopold, Frank Leymann, Jan Recker, Manfred Reichert, Hajo A. Reijers, Stefanie Rinderle-Ma, Andreas Solti, Michael Rosemann, Stefan Schulte, Munindar P. Singh, Tijs Slaats, Mark Staples, Barbara Weber, Matthias Weidlich, Mathias Weske, Xiwei Xu, Liming Zhu
2018	—	`conf`	Checking Business Process Correctness in Apromore. CAiSE Forum Fabrizio Fornari, Marcello La Rosa, Andrea Polini, Barbara Re, Francesco Tiezzi
2018	J	`jnl`	Complete and Interpretable Conformance Checking of Business Processes. IEEE Trans. Software Eng. Luciano García-Bañuelos, Nick van Beest, Marlon Dumas, Marcello La Rosa, Willem Mertens
2018	J	`jnl`	Discovering Process Maps from Event Streams. CoRR Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
2018	B	`conf`	Discovering process maps from event streams. ICSSP Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
2018	J	`jnl`	Editorial special issue: Selected papers of BPM 2016. Inf. Syst. Marcello La Rosa, Peter Loos, Oscar Pastor, Manfred Reichert
2018	A	`conf`	Filtering Spurious Events from Event Streams of Business Processes. CAiSE Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
2018	—	`book`	Fundamentals of Business Process Management, Second Edition Marlon Dumas, Marcello La Rosa, Jan Mendling, Hajo A. Reijers
2018	A	`conf`	Multi-perspective Comparison of Business Process Variants Based on Event Logs. ER Hoang Nguyen, Marlon Dumas, Marcello La Rosa, Arthur H. M. ter Hofstede
2018	—	`conf`	Predictive Process Monitoring in Apromore. CAiSE Forum Ilya Verenich, Stanislav Mõskovski, Simon Raboczi, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
2018	J	`jnl`	Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring. CoRR Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
2017	J	`jnl`	Automated Discovery of Process Models from Event Logs: Review and Benchmark. CoRR Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Andrea Marrella, Massimo Mecella, Allar Soo
2017	J	`jnl`	Blockchains for Business Process Management - Challenges and Opportunities. CoRR Jan Mendling, Ingo Weber, Wil M. P. van der Aalst, Jan vom Brocke, Cristina Cabanillas, Florian Daniel, Søren Debois, Claudio Di Ciccio, Marlon Dumas, Schahram Dustdar, Avigdor Gal, Luciano García-Bañuelos, Guido Governatori, Richard Hull, Marcello La Rosa, Henrik Leopold, Frank Leymann, Jan Recker, Manfred Reichert, Hajo A. Reijers, Stefanie Rinderle-Ma, Andreas Rogge-Solti, Michael Rosemann, Stefan Schulte, Munindar P. Singh, Tijs Slaats, Mark Staples, Barbara Weber, Matthias Weidlich, Mathias Weske, Xiwei Xu, Liming Zhu
2017	J	`jnl`	Business Process Variability Modeling: A Survey. ACM Comput. Surv. Marcello La Rosa, Wil M. P. van der Aalst, Marlon Dumas, Fredrik Milani
2017	A	`conf`	Characterizing Drift from Event Streams of Business Processes. CAiSE Alireza Ostovar, Abderrahmane Maaradji, Marcello La Rosa, Arthur H. M. ter Hofstede
2017	—	`conf`	Checking Business Process Modeling Guidelines in Apromore. BPM (Demos) Fabrizio Fornari, Stefania Gnesi, Marcello La Rosa, Andrea Polini, Barbara Re, Giorgio Oronzo Spagnolo
2017	J	`jnl`	Detecting Sudden and Gradual Drifts in Business Processes from Execution Traces. IEEE Trans. Knowl. Data Eng. Abderrahmane Maaradji, Marlon Dumas, Marcello La Rosa, Alireza Ostovar
2017	A	`conf`	Discovering Causal Factors Explaining Business Process Performance Variation. CAiSE Bart F. A. Hompes, Abderrahmane Maaradji, Marcello La Rosa, Marlon Dumas, Joos C. A. M. Buijs, Wil M. P. van der Aalst
2017	J	`jnl`	Filtering Out Infrequent Behavior from Business Process Event Logs. IEEE Trans. Knowl. Data Eng. Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede
2017	—	`conf`	Incremental and Interactive Business Process Model Repair in Apromore. BPM (Demos) Abel Armas-Cervantes, Nick R. T. P. van Beest, Marcello La Rosa, Marlon Dumas, Simon Raboczi
2017	—	`conf`	Interactive and Incremental Business Process Model Repair. OTM Conferences (1) Abel Armas-Cervantes, Nick R. T. P. van Beest, Marcello La Rosa, Marlon Dumas, Luciano García-Bañuelos
2017	A	`conf`	Mining Business Process Stages from Event Logs. CAiSE Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi
2017	—	`conf`	Modeling Business Process Variability: Are We Done Yet? SPLC (A) Marcello La Rosa
2017	—	`conf`	Nirdizati: A Web-Based Tool for Predictive Process Monitoring. BPM (Demos) Kerwin Jorbina, Andrii Rozumnyi, Ilya Verenich, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Marcello La Rosa, Simon Raboczi
2017	J	`jnl`	Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. CoRR Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
2017	A	`conf`	Predictive Business Process Monitoring with LSTM Neural Networks. CAiSE Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas
2017	—	`ed.`	Proceedings of the 21st International Systems and Software Product Line Conference, SPLC 2017, Volume B, Sevilla, Spain, September 25-29, 2017 SPLC (B) Maurice H. ter Beek, Walter Cazzola, Oscar Díaz, Marcello La Rosa, Roberto E. Lopez-Herrejon, Thomas Thüm, Javier Troya, Antonio Ruiz Cortés, David Benavides
2017	—	`conf`	Scalable Conformance Checking of Business Processes. OTM Conferences (1) Daniel Reißner, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Abel Armas-Cervantes
2017	A*	`conf`	Split Miner: Discovering Accurate and Simple Business Process Models from Event Logs. ICDM Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa
2017	B	`conf`	White-box prediction of process performance indicators via flow analysis. ICSSP Ilya Verenich, Hoang Nguyen, Marcello La Rosa, Marlon Dumas
2016	A	`conf`	Automated Discovery of Structured Process Models: Discover Structured vs. Discover and Structure. ER Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Giorgio Bruno
2016	—	`conf`	BPMN Miner 2.0: Discovering Hierarchical and Block-Structured BPMN Process Models. BPM (Demos) Raffaele Conforti, Adriano Augusto, Marcello La Rosa, Marlon Dumas, Luciano García-Bañuelos
2016	J	`jnl`	BPMN Miner: Automated discovery of BPMN process models with hierarchical structure. Inf. Syst. Raffaele Conforti, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa
2016	—	`conf`	Behavior-based Process Comparison in Apromore. BPM (Demos) Abel Armas-Cervantes, Nick R. T. P. van Beest, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa
2016	J	`jnl`	Business Process Deviance Mining: Review and Evaluation. CoRR Hoang Nguyen, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Suriadi Suriadi
2016	A	`ed.`	Business Process Management - 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings BPM Marcello La Rosa, Peter Loos, Oscar Pastor
2016	J	`jnl`	Business Process Management - Don't Forget to Improve the Process! Bus. Inf. Syst. Eng. Wil M. P. van der Aalst, Marcello La Rosa, Flávia Maria Santoro
2016	—	`ed.`	Business Process Management Forum - BPM Forum 2016, Rio de Janeiro, Brazil, September 18-22, 2016, Proceedings BPM (Forum) Marcello La Rosa, Peter Loos, Oscar Pastor
2016	A	`conf`	Business Process Performance Mining with Staged Process Flows. CAiSE Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi
2016	A	`conf`	Detecting Drift from Event Streams of Unpredictable Business Processes. ER Alireza Ostovar, Abderrahmane Maaradji, Marcello La Rosa, Arthur H. M. ter Hofstede, Boudewijn F. van Dongen
2016	J	`jnl`	Interview with Michael Rosemann on "The Role of Business Process Management in Modern Organizations". Bus. Inf. Syst. Eng. Marcello La Rosa
2016	A	`conf`	Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering. CAiSE Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino
2016	J	`jnl`	Predictive Business Process Monitoring with LSTM Neural Networks. CoRR Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas
2015	J	`jnl`	A recommendation system for predicting risks across multiple business process instances. Decis. Support Syst. Raffaele Conforti, Massimiliano de Leoni, Marcello La Rosa, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede
2015	—	`conf`	Analysis of Business Process Variants in Apromore. BPM (Demos) Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Abderrahmane Maaradji, Hoang Nguyen, Alireza Ostovar, Simon Raboczi
2015	—	`conf`	Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring. Business Process Management Workshops Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino
2015	J	`jnl`	Detecting approximate clones in business process model repositories. Inf. Syst. Marcello La Rosa, Marlon Dumas, Chathura C. Ekanayake, Luciano García-Bañuelos, Jan Recker, Arthur H. M. ter Hofstede
2015	A	`conf`	Fast and Accurate Business Process Drift Detection. BPM Abderrahmane Maaradji, Marlon Dumas, Marcello La Rosa, Alireza Ostovar
2015	A	`conf`	Log Delta Analysis: Interpretable Differencing of Business Process Event Logs. BPM Nick R. T. P. van Beest, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa
2015	—	`conf`	Process Querying in Apromore. BPM (Demos) Artem Polyvyanyy, Luigi Corno, Raffaele Conforti, Simon Raboczi, Marcello La Rosa, Giancarlo Fortino
2015	J	`jnl`	Special issue on best papers from the "BPM 2012" workshops. Inf. Syst. E Bus. Manag. Marcello La Rosa, Pnina Soffer
2015	B	`conf`	Strategic business process management. ICSSP Marcello La Rosa
2015	J	`jnl`	Untanglings: a novel approach to analyzing concurrent systems. Formal Aspects Comput. Artem Polyvyanyy, Marcello La Rosa, Chun Ouyang, Arthur H. M. ter Hofstede
2014	A	`conf`	Beyond Tasks and Gateways: Discovering BPMN Models with Subprocesses, Boundary Events and Activity Markers. BPM Raffaele Conforti, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa
2014	J	`jnl`	Controlled automated discovery of collections of business process models. Inf. Syst. Luciano García-Bañuelos, Marlon Dumas, Marcello La Rosa, Jochen De Weerdt, Chathura C. Ekanayake
2014	J	`jnl`	Current Research in Risk-aware Business Process Management - Overview, Comparison, and Gap Analysis. Commun. Assoc. Inf. Syst. Suriadi Suriadi, Burkhard Weiß, Axel Winkelmann, Arthur H. M. ter Hofstede, Michael Adams, Raffaele Conforti, Colin J. Fidge, Marcello La Rosa, Chun Ouyang, Anastasiia Pika, Michael Rosemann, Moe Thandar Wynn
2014	A	`conf`	Indexing and Efficient Instance-Based Retrieval of Process Models Using Untanglings. CAiSE Artem Polyvyanyy, Marcello La Rosa, Arthur H. M. ter Hofstede
2014	—	`ch.`	Liquid business process model collections. Modeling and Simulation-Based Systems Engineering Handbook Wil M. P. van der Aalst, Marcello La Rosa, Arthur H. M. ter Hofstede, Moe Thandar Wynn
2014	—	`conf`	Mining Business Process Deviance: A Quest for Accuracy. OTM Conferences Hoang Nguyen, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Suriadi Suriadi
2014	J	`jnl`	Simplifying Process Model Abstraction: Techniques for Generating Model Names (Extended Abstract). EMISA Forum Henrik Leopold, Jan Mendling, Hajo A. Reijers, Marcello La Rosa
2014	J	`jnl`	Simplifying process model abstraction: Techniques for generating model names. Inf. Syst. Henrik Leopold, Jan Mendling, Hajo A. Reijers, Marcello La Rosa
2014	B	`conf`	The 4C Spectrum of Fundamental Behavioral Relations for Concurrent Systems. Petri Nets Artem Polyvyanyy, Matthias Weidlich, Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede
2013	—	`conf`	A Software Framework for Risk-Aware Business Process Management. CAiSE Forum Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede, Giancarlo Fortino, Massimiliano de Leoni, Wil M. P. van der Aalst, Michael Adams
2013	—	`conf`	APQL: A Process-Model Query Language. AP-BPM Arthur H. M. ter Hofstede, Chun Ouyang, Marcello La Rosa, Liang Song, Jianmin Wang, Artem Polyvyanyy
2013	—	`ed.`	Business Process Management Workshops - BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers Business Process Management Workshops Marcello La Rosa, Pnina Soffer
2013	J	`jnl`	Business Process Model Merging: An Approach to Business Process Consolidation. ACM Trans. Softw. Eng. Methodol. Marcello La Rosa, Marlon Dumas, Reina Uba, Remco M. Dijkman
2013	J	`jnl`	Efficient querying of large process model repositories. Comput. Ind. Tao Jin, Jianmin Wang, Marcello La Rosa, Arthur H. M. ter Hofstede, Lijie Wen
2013	J	`jnl`	Fast detection of exact clones in business process model repositories. Inf. Syst. Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa, Reina Uba
2013	—	`book`	Fundamentals of Business Process Management. Marlon Dumas, Marcello La Rosa, Jan Mendling, Hajo A. Reijers
2013	—	`conf`	Process Monitoring Using Sensors in YAWL. YAWL Symposium Raffaele Conforti, Marcello La Rosa, Giancarlo Fortino
2013	J	`jnl`	Real-time risk monitoring in business processes: A sensor-based approach. J. Syst. Softw. Raffaele Conforti, Marcello La Rosa, Giancarlo Fortino, Arthur H. M. ter Hofstede, Jan Recker, Michael Adams
2013	A	`conf`	Slice, Mine and Dice: Complexity-Aware Automated Discovery of Business Process Models. BPM Chathura C. Ekanayake, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa
2013	A	`conf`	Supporting Risk-Informed Decisions during Business Process Execution. CAiSE Raffaele Conforti, Massimiliano de Leoni, Marcello La Rosa, Wil M. P. van der Aalst
2012	A	`conf`	Approximate Clone Detection in Repositories of Business Process Models. BPM Chathura C. Ekanayake, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa, Arthur H. M. ter Hofstede
2012	—	`conf`	Automated Risk Mitigation in Business Processes. OTM Conferences (1) Raffaele Conforti, Arthur H. M. ter Hofstede, Marcello La Rosa, Michael Adams
2012	—	`conf`	Detecting Approximate Clones in Process Model Repositories with Apromore. BPM (Demos) Chathura C. Ekanayake, Felix Mannhardt, Luciano García-Bañuelos, Marcello La Rosa, Marlon Dumas, Arthur H. M. ter Hofstede
2012	J	`jnl`	Ensuring correctness during process configuration via partner synthesis. Inf. Syst. Wil M. P. van der Aalst, Niels Lohmann, Marcello La Rosa
2012	—	`conf`	Improving Business Process Models Using Observed Behavior. SIMPDA Joos C. A. M. Buijs, Marcello La Rosa, Hajo A. Reijers, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2012	J	`jnl`	Managing large collections of business process models - Current techniques and challenges. Comput. Ind. Remco M. Dijkman, Marcello La Rosa, Hajo A. Reijers
2012	—	`ch.`	SOA Approaches. Handbook of Service Description Thomas Kohlborn, Marcello La Rosa
2012	J	`jnl`	Thresholds for error probability measures of business process models. J. Syst. Softw. Jan Mendling, Laura Sánchez-González, Félix García, Marcello La Rosa
2012	A	`conf`	Understanding Business Process Models: The Costs and Benefits of Structuredness. CAiSE Marlon Dumas, Marcello La Rosa, Jan Mendling, Raul Mäesalu, Hajo A. Reijers, Nataliia Semenenko
2012	J	`jnl`	Understanding user differences in open-source workflow management system usage intentions. Inf. Syst. Jan Recker, Marcello La Rosa
2011	J	`jnl`	APROMORE: An advanced process model repository. Expert Syst. Appl. Marcello La Rosa, Hajo A. Reijers, Wil M. P. van der Aalst, Remco M. Dijkman, Jan Mendling, Marlon Dumas, Luciano García-Bañuelos
2011	A	`conf`	Automated Error Correction of Business Process Models. BPM Mauro Gambini, Marcello La Rosa, Sara Migliorini, Arthur H. M. ter Hofstede
2011	A	`conf`	Clone Detection in Repositories of Business Process Models. BPM Reina Uba, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa
2011	J	`jnl`	Configurable multi-perspective business process models. Inf. Syst. Marcello La Rosa, Marlon Dumas, Arthur H. M. ter Hofstede, Jan Mendling
2011	A	`conf`	Discovering Characteristics of Stochastic Collections of Process Models. BPM Kees M. van Hee, Marcello La Rosa, Zheng Liu, Natalia Sidorova
2011	—	`conf`	Fragment-Based Version Management for Repositories of Business Process Models. OTM Conferences (1) Chathura C. Ekanayake, Marcello La Rosa, Arthur H. M. ter Hofstede, Marie-Christine Fauvet
2011	—	`conf`	History-Aware, Real-Time Risk Detection in Business Processes. OTM Conferences (1) Raffaele Conforti, Giancarlo Fortino, Marcello La Rosa, Arthur H. M. ter Hofstede
2011	J	`jnl`	Managing Process Model Complexity Via Abstract Syntax Modifications. IEEE Trans. Ind. Informatics Marcello La Rosa, Petia Wohed, Jan Mendling, Arthur H. M. ter Hofstede, Hajo A. Reijers, Wil M. P. van der Aalst
2011	J	`jnl`	Managing Process Model Complexity via Concrete Syntax Modifications. IEEE Trans. Ind. Informatics Marcello La Rosa, Arthur H. M. ter Hofstede, Petia Wohed, Hajo A. Reijers, Jan Mendling, Wil M. P. van der Aalst
2011	J	`jnl`	Open Source Software for Workflow Management: The Case of YAWL. IEEE Softw. Michael Adams, Arthur H. M. ter Hofstede, Marcello La Rosa
2011	—	`conf`	Process Mining Manifesto. Business Process Management Workshops (1) 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 E. 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
2010	—	`ch.`	Appendix A The Order Fulfillment Process Model. Modern Business Process Automation Marcello La Rosa, Stephan Clemens, Arthur H. M. ter Hofstede, Nick Russell
2010	J	`jnl`	Business Process Extensibility. Enterp. Model. Inf. Syst. Archit. Sören Balko, Arthur H. M. ter Hofstede, Alistair Barros, Marcello La Rosa, Michael Adams
2010	A	`conf`	Correctness Ensuring Process Configuration: An Approach Based on Partner Synthesis. BPM Wil M. P. van der Aalst, Niels Lohmann, Marcello La Rosa, Jingxin Xu
2010	—	`conf`	Efficient and Accurate Retrieval of Business Process Models through Indexing - (Short Paper). OTM Conferences (1) Tao Jin, Jianmin Wang, Nianhua Wu, Marcello La Rosa, Arthur H. M. ter Hofstede
2010	A	`conf`	Managing Process Model Collections with AProMoRe. ICSOC Marie-Christine Fauvet, Marcello La Rosa, M. Sadegh, Abdurrahman Alshareef, Remco M. Dijkman, Luciano García-Bañuelos, Hajo A. Reijers, Wil M. P. van der Aalst, Marlon Dumas, Jan Mendling
2010	—	`conf`	Merging Business Process Models. OTM Conferences (1) Marcello La Rosa, Marlon Dumas, Reina Uba, Remco M. Dijkman
2010	J	`jnl`	Preserving correctness during business process model configuration. Formal Aspects Comput. Wil M. P. van der Aalst, Marlon Dumas, Florian Gottschalk, Arthur H. M. ter Hofstede, Marcello La Rosa, Jan Mendling
2010	—	`ed.`	Proceedings of the Business Process Management 2010 Demonstration Track, Hoboken, NJ, USA, September 14-16, 2010 BPM (Demos) Marcello La Rosa
2010	—	`ch.`	Process Configuration. Modern Business Process Automation Florian Gottschalk, Marcello La Rosa
2010	—	`ch.`	The Architecture. Modern Business Process Automation Michael Adams, Marlon Dumas, Marcello La Rosa
2010	—	`ch.`	The Design Environment. Modern Business Process Automation Stephan Clemens, Marcello La Rosa, Arthur H. M. ter Hofstede
2009	A	`conf`	Configurable Process Models: Experiences from a Municipality Case Study. CAiSE Florian Gottschalk, Teun A. C. Wagemakers, Monique H. Jansen-Vullers, Wil M. P. van der Aalst, Marcello La Rosa
2009	—	`conf`	Controlled Flexibility and Lifecycle Management of Business Processes through Extensibility. EMISA Sören Balko, Arthur H. M. ter Hofstede, Alistair Barros, Marcello La Rosa
2009	—	`ch.`	Modeling Business Process Variability for Design-Time Configuration. Handbook of Research on Business Process Modeling Marcello La Rosa, Marlon Dumas, Arthur H. M. ter Hofstede
2009	J	`jnl`	Questionnaire-based variability modeling for system configuration. Softw. Syst. Model. Marcello La Rosa, Wil M. P. van der Aalst, Marlon Dumas, Arthur H. M. ter Hofstede
2009	—	`conf`	Synergia - Comprehensive Tool Support for Configurable Process Models. BPM (Demos) Marcello La Rosa, Florian Gottschalk
2009	—	`conf`	YAWL: Power through Patterns. BPM (Demos) Michael Adams, Stephan Clemens, Marcello La Rosa, Arthur H. M. ter Hofstede
2008	A	`conf`	Beyond Control-Flow: Extending Business Process Configuration to Roles and Objects. ER Marcello La Rosa, Marlon Dumas, Arthur H. M. ter Hofstede, Jan Mendling, Florian Gottschalk
2008	J	`jnl`	Configurable Workflow Models. Int. J. Cooperative Inf. Syst. Florian Gottschalk, Wil M. P. van der Aalst, Monique H. Jansen-Vullers, Marcello La Rosa
2008	B	`conf`	Correctness-Preserving Configuration of Business Process Models. FASE Wil M. P. van der Aalst, Marlon Dumas, Florian Gottschalk, Arthur H. M. ter Hofstede, Marcello La Rosa, Jan Mendling
2008	—	`conf`	Domain-Driven Process Adaptation in Emergency Scenarios. Business Process Management Workshops Marcello La Rosa, Jan Mendling
2008	J	`jnl`	Toward Web-Scale Workflows for Film Production. IEEE Internet Comput. Chun Ouyang, Marcello La Rosa, Arthur H. M. ter Hofstede, Marlon Dumas, Katherine Shortland
2007	—	`conf`	Linking Domain Models and Process Models for Reference Model Configuration. Business Process Management Workshops Marcello La Rosa, Florian Gottschalk, Marlon Dumas, Wil M. P. van der Aalst
2007	A	`conf`	Questionnaire-driven Configuration of Reference Process Models. CAiSE Marcello La Rosa, Johannes Lux, Stefan Seidel, Marlon Dumas, Arthur H. M. ter Hofstede
2006	—	`conf`	On Collaborations and Choreographies. Technologies for Collaborative Business Process Management Giorgio Bruno, Giulia Bruno, Marcello La Rosa
2005	—	`conf`	From Collaboration Models to BPEL Processes Through Service Models. Business Process Management Workshops Giorgio Bruno, Marcello La Rosa