Marcello La Rosa

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 113

Top Venues

Publications

Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Prescriptive process monitoring based on causal effect estimation. Inf. Syst. 116 (2023)
Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CoRR (2023)
Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CAiSE (2023)
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
AI-augmented Business Process Management Systems: A Research Manifesto. ACM Trans. Manag. Inf. Syst. 14 (1) (2023)
Zahra Dasht Bozorgi, Aleksei Kopolov, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract). ICPM Doctoral Consortium / Demo (2022)
Daniel Reißner, Abel Armas-Cervantes, Marcello La Rosa
Generalization in Automated Process Discovery: A Framework based on Event Log Patterns. CoRR (2022)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Discovering data transfer routines from user interaction logs. Inf. Syst. 107 (2022)
Adriano Augusto, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Marcello La Rosa
Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
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
Augmented Business Process Management Systems: A Research Manifesto. CoRR (2022)
Nigel Adams, Adriano Augusto, Michael Davern, Marcello La Rosa
Why Do Banks Find Business Process Compliance so Challenging? An Australian Perspective. BPM (Forum) (2022)
Josep Carmona, Mieke Jans, Marcello La Rosa
Special issue: Selected papers of ICPM 2019. Inf. Syst. 106 (2022)
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani
A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences. CoRR (2021)
Anna A. Kalenkova, Artem Polyvyanyy, Marcello La Rosa
Structural and Behavioral Biases in Process Comparison Using Models and Logs. ER (2021)
Adriano Augusto, Marlon Dumas, Marcello La Rosa
Automated Discovery of Process Models with True Concurrency and Inclusive Choices. CoRR (2021)
Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory. CoRR (2021)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Discovering executable routine specifications from user interaction logs. CoRR (2021)
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
Seven Paradoxes of Business Process Management in a Hyper-Connected World. Bus. Inf. Syst. Eng. 63 (2) (2021)
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
Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study. Bus. Inf. Syst. Eng. 63 (5) (2021)
Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Business process variant analysis: Survey and classification. Knowl. Based Syst. 211 (2021)
Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
Automated Repair of Process Models with Non-local Constraints Using State-Based Region Theory. Fundam. Informaticae 183 (3-4) (2021)
Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Robotic Process Mining: Vision and Challenges. Bus. Inf. Syst. Eng. 63 (3) (2021)
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani
A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences. SDM (2021)
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. CoRR (2021)
Adriano Augusto, Marlon Dumas, Marcello La Rosa, Sander J. J. Leemans, Seppe K. L. M. vanden Broucke
Optimization framework for DFG-based automated process discovery approaches. Softw. Syst. Model. 20 (4) (2021)
Nyree J. Taylor, Reeva Lederman, Rachelle Bosua, Marcello La Rosa
Capturing rich person-centred discharge information: exploring the challenges in developing a new model. Inf. Technol. People 34 (6) (2021)
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. ICPM (2021)
Volodymyr Leno, Marlon Dumas, Fabrizio Maria Maggi, Marcello La Rosa, Artem Polyvyanyy
Automated discovery of declarative process models with correlated data conditions. Inf. Syst. 89 (2020)
Daniel Reißner, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Dirk Fahland, Marcello La Rosa
Scalable alignment of process models and event logs: An approach based on automata and S-components. Inf. Syst. 94 (2020)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Identifying candidate routines for Robotic Process Automation from unsegmented UI logs. CoRR (2020)
Abderrahmane Maaradji, Marlon Dumas, Marcello La Rosa, Alireza Ostovar
Detecting sudden and gradual drifts in business processes from execution traces. CoRR (2020)
Volodymyr Leno, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Automated Discovery of Data Transformations for Robotic Process Automation. CoRR (2020)
Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
Automated Repair of Process Models Using Non-local Constraints. Petri Nets (2020)
Adriano Augusto, Marlon Dumas, Marcello La Rosa
Automated Discovery of Process Models with True Concurrency and Inclusive Choices. ICPM Workshops (2020)
Anna A. Kalenkova, Artem Polyvyanyy, Marcello La Rosa
A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics. BPM (2020)
Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
Detection and removal of infrequent behavior from event streams of business processes. Inf. Syst. 90 (2020)
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. ICPM (2020)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs. ICPM (2020)
Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede, Adriano Augusto
Automatic Repair of Same-Timestamp Errors in Business Process Event Logs. BPM (2020)
Farbod Taymouri, Marcello La Rosa, Josep Carmona
Business Process Variant Analysis Based on Mutual Fingerprints of Event Logs. CAiSE (2020)
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. BPM (2020)
Farbod Taymouri, Marcello La Rosa
Encoder-Decoder Generative Adversarial Nets for Suffix Generation and Remaining Time Predication of Business Process Models. CoRR (2020)
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. CoRR (2020)
Volodymyr Leno, Stanislav Deviatykh, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs. BPM (PhD/Demos) (2020)
Daniel Reißner, Abel Armas-Cervantes, Marcello La Rosa
Efficient Conformance Checking using Alignment Computation with Tandem Repeats. CoRR (2020)
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. CoRR (2020)
Alireza Ostovar, Sander J. J. Leemans, Marcello La Rosa
Robust Drift Characterization from Event Streams of Business Processes. ACM Trans. Knowl. Discov. Data 14 (3) (2020)
Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi
Stage-based discovery of business process models from event logs. Inf. Syst. 84 (2019)
Volodymyr Leno, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Action Logger: Enabling Process Mining for Robotic Process Automation. BPM (PhD/Demos) (2019)
Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Split miner: automated discovery of accurate and simple business process models from event logs. Knowl. Inf. Syst. 59 (2) (2019)
Daniël Reißner, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Dirk Fahland, Marcello La Rosa
Scalable Alignment of Process Models and Event Logs: An Approach Based on Automata and S-Components. CoRR (2019)
Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Abderrahmane Maaradji
Local Concurrency Detection in Business Process Event Logs. ACM Trans. Internet Techn. 19 (1) (2019)
Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Business Process Variant Analysis: Survey and Classification. CoRR (2019)
Antonio Bosco, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Giancarlo Fortino
Discovering Automatable Routines from User Interaction Logs. BPM Forum (2019)
Farbod Taymouri, Marcello La Rosa, Josep Carmona
Business Process Variant Analysis based on Mutual Fingerprints of Event Logs. CoRR (2019)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
Artem Polyvyanyy, Arthur H. M. ter Hofstede, Marcello La Rosa, Chun Ouyang, Anastasiia Pika
Process Query Language: Design, Implementation, and Evaluation. CoRR (2019)
Sara Migliorini, Mauro Gambini, Carlo Combi, Marcello La Rosa
The Rise of Enforceable Business Processes from the Hashes of Blockchain-Based Smart Contracts. BPMDS/EMMSAD@CAiSE (2019)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Hoang Nguyen
Predicting process performance: A white-box approach based on process models. J. Softw. Evol. Process. 31 (6) (2019)
Dina Bayomie, Claudio Di Ciccio, Marcello La Rosa, Jan Mendling
A Probabilistic Approach to Event-Case Correlation for Process Mining. ER (2019)
Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Andrea Marrella, Massimo Mecella, Allar Soo
Automated Discovery of Process Models from Event Logs: Review and Benchmark. IEEE Trans. Knowl. Data Eng. 31 (4) (2019)
Adriano Augusto, Marlon Dumas, Marcello La Rosa
Metaheuristic Optimization for Automated Business Process Discovery. BPM (2019)
Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Trans. Knowl. Discov. Data 13 (2) (2019)
Adriano Augusto, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Daniel Reißner
Abstract-and-Compare: A Family of Scalable Precision Measures for Automated Process Discovery. BPM (2018)
Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Giorgio Bruno
Automated discovery of structured process models from event logs: The discover-and-structure approach. Data Knowl. Eng. 117 (2018)
Hoang Nguyen, Marlon Dumas, Marcello La Rosa, Arthur H. M. ter Hofstede
Multi-perspective Comparison of Business Process Variants Based on Event Logs. ER (2018)
Luciano García-Bañuelos, Nick van Beest, Marlon Dumas, Marcello La Rosa, Willem Mertens
Complete and Interpretable Conformance Checking of Business Processes. IEEE Trans. Software Eng. 44 (3) (2018)
Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
Filtering Spurious Events from Event Streams of Business Processes. CAiSE (2018)
Fabrizio Fornari, Marcello La Rosa, Andrea Polini, Barbara Re, Francesco Tiezzi
Checking Business Process Correctness in Apromore. CAiSE Forum (2018)
Marcello La Rosa, Peter Loos, Oscar Pastor, Manfred Reichert
Editorial special issue: Selected papers of BPM 2016. Inf. Syst. 78 (2018)
Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Discovering Process Maps from Event Streams. CoRR (2018)
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
Blockchains for Business Process Management - Challenges and Opportunities. ACM Trans. Manag. Inf. Syst. 9 (1) (2018)
Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Discovering process maps from event streams. ICSSP (2018)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring. CoRR (2018)
Ilya Verenich, Stanislav Mõskovski, Simon Raboczi, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Predictive Process Monitoring in Apromore. CAiSE Forum (2018)
Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Andrea Marrella, Massimo Mecella, Allar Soo
Automated Discovery of Process Models from Event Logs: Review and Benchmark. CoRR (2017)
Bart F. A. Hompes, Abderrahmane Maaradji, Marcello La Rosa, Marlon Dumas, Joos C. A. M. Buijs, Wil M. P. van der Aalst
Discovering Causal Factors Explaining Business Process Performance Variation. CAiSE (2017)
Alireza Ostovar, Abderrahmane Maaradji, Marcello La Rosa, Arthur H. M. ter Hofstede
Characterizing Drift from Event Streams of Business Processes. CAiSE (2017)
Ilya Verenich, Hoang Nguyen, Marcello La Rosa, Marlon Dumas
White-box prediction of process performance indicators via flow analysis. ICSSP (2017)
Daniel Reißner, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Abel Armas-Cervantes
Scalable Conformance Checking of Business Processes. OTM Conferences (1) (2017)
Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede
Filtering Out Infrequent Behavior from Business Process Event Logs. IEEE Trans. Knowl. Data Eng. 29 (2) (2017)
Kerwin Jorbina, Andrii Rozumnyi, Ilya Verenich, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Marcello La Rosa, Simon Raboczi
Nirdizati: A Web-Based Tool for Predictive Process Monitoring. BPM (Demos) (2017)
Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. CoRR (2017)
Marcello La Rosa, Wil M. P. van der Aalst, Marlon Dumas, Fredrik Milani
Business Process Variability Modeling: A Survey. ACM Comput. Surv. 50 (1) (2017)
Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi
Mining Business Process Stages from Event Logs. CAiSE (2017)
Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa
Split Miner: Discovering Accurate and Simple Business Process Models from Event Logs. ICDM (2017)
Marcello La Rosa
Modeling Business Process Variability: Are We Done Yet? SPLC (A) (2017)
Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas
Predictive Business Process Monitoring with LSTM Neural Networks. CAiSE (2017)
Fabrizio Fornari, Stefania Gnesi, Marcello La Rosa, Andrea Polini, Barbara Re, Giorgio Oronzo Spagnolo
Checking Business Process Modeling Guidelines in Apromore. BPM (Demos) (2017)
Abel Armas-Cervantes, N. R. T. P. van Beest, Marcello La Rosa, Marlon Dumas, Luciano García-Bañuelos
Interactive and Incremental Business Process Model Repair. OTM Conferences (1) (2017)
Abderrahmane Maaradji, Marlon Dumas, Marcello La Rosa, Alireza Ostovar
Detecting Sudden and Gradual Drifts in Business Processes from Execution Traces. IEEE Trans. Knowl. Data Eng. 29 (10) (2017)
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
Blockchains for Business Process Management - Challenges and Opportunities. CoRR (2017)
Abel Armas-Cervantes, N. R. T. P. van Beest, Marcello La Rosa, Marlon Dumas, Simon Raboczi
Incremental and Interactive Business Process Model Repair in Apromore. BPM (Demos) (2017)
Abel Armas-Cervantes, N. R. T. P. van Beest, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa
Behavior-based Process Comparison in Apromore. BPM (Demos) (2016)
Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Giorgio Bruno
Automated Discovery of Structured Process Models: Discover Structured vs. Discover and Structure. ER (2016)
Raffaele Conforti, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa
BPMN Miner: Automated discovery of BPMN process models with hierarchical structure. Inf. Syst. 56 (2016)
Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi
Business Process Performance Mining with Staged Process Flows. CAiSE (2016)
Wil M. P. van der Aalst, Marcello La Rosa, Flávia Maria Santoro
Business Process Management - Don't Forget to Improve the Process! Bus. Inf. Syst. Eng. 58 (1) (2016)
Raffaele Conforti, Adriano Augusto, Marcello La Rosa, Marlon Dumas, Luciano García-Bañuelos
BPMN Miner 2.0: Discovering Hierarchical and Block-Structured BPMN Process Models. BPM (Demos) (2016)
Alireza Ostovar, Abderrahmane Maaradji, Marcello La Rosa, Arthur H. M. ter Hofstede, Boudewijn F. van Dongen
Detecting Drift from Event Streams of Unpredictable Business Processes. ER (2016)
Marcello La Rosa
Interview with Michael Rosemann on "The Role of Business Process Management in Modern Organizations". Bus. Inf. Syst. Eng. 58 (1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marcello La Rosa