La Rosa, Marcello

1. Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
   2018/05/08 by Verenich, Ilya, Dumas, Marlon, La Rosa, Marcello +2 · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Outcome-Oriented Predictive Process Monitoring: Review and Benchmark
   2017/07/21 by Irene Teinemaa, Teinemaa, Irene, Marlon Dumas +5 · 4 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Data Quality and Management #FOS: Computer and information sciences #Software System Performance and Reliability
3. Automated Discovery of Process Models from Event Logs: Review and Benchmark
   2017/05/05 by Augusto, Adriano, Conforti, Raffaele, Dumas, Marlon +5 · 3 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
4. Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction
   2020/03/25 by Taymouri, Farbod, La Rosa, Marcello, Erfani, Sarah +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Blockchains for Business Process Management - Challenges and\n Opportunities
   2017/04/11 by Jan Mendling, Mendling, Jan, Ingo Weber +61 · 2 citations
   Computer Science · #Blockchain Technology Applications and Security
6. Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning
   2023/03/07 by Zahra Dasht Bozorgi, Marlon Dumas, Bozorgi, Zahra Dasht +9 · 2 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
7. Process Query Language: Design, Implementation, and Evaluation
   2019/09/20 by Artem Polyvyanyy, Polyvyanyy, Artem, Arthur H. M. ter Hofstede +7 · 1 citation
   Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Business Process Modeling and Analysis #FOS: Computer and information sciences #Programming Languages (cs.PL) #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE)
8. Business Process Variant Analysis: Survey and Classification
   2019/11/18 by Taymouri, Farbod, La Rosa, Marcello, Dumas, Marlon +1 · 1 citation
   #FOS: Computer and information sciences #Other Computer Science (cs.OH)
9. Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction
   2021/05/15 by Bozorgi, Zahra Dasht, Teinemaa, Irene, Dumas, Marlon +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences
    2021/02/15 by Taymouri, Farbod, La Rosa, Marcello, Erfani, Sarah M. · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Automated Discovery of Process Models with True Concurrency and\n Inclusive Choices
    2021/05/12 by Adriano Augusto, Marlon Dumas, Augusto, Adriano +3 · 1 citation
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE)