Adriano Augusto

Discovering executable routine specifications from user interaction logs

Volodymyr Leno, Adriano Augusto, Marcello La Rosa, Artem Polyvyanyy, Marlon Dumas, Fabrizio Maggi

Report  |  2021

Identifying candidate routines for Robotic Process Automation from unsegmented UI logs

Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy

Conference Proceedings  |  2020  |  Proceedings of the 2020 2nd International Conference on Process Mining (ICPM)

Robotic Process Automation (RPA) is a technology to develop software bots that automate repetitive sequences of interactions betwe..

Accurate and efficient discovery of process models from event logs (extended abstract)

A Augusto

Conference Proceedings  |  2020  |  CEUR Workshop Proceedings

Automated Discovery of Process Models with True Concurrency and Inclusive Choices

Adriano Augusto, Marlon Dumas, Marcello La Rosa

Conference Proceedings  |  2020  |  Process Mining Conference 2020

Enterprise information systems allow companies to maintain detailed records of their business process executions. These records ca..

Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach

Adriano Augusto, Raffaele Conforti, Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa

Journal article  |  2020  |  IEEE Transactions on Knowledge and Data Engineering

Detection of statistically significant differences between process variants through declarative rules

Adriano Augusto, Alessio Cecconi, Claudio Di Ciccio

Report  |  2020

Services and products are often offered via the execution of processes that vary according to the context, requirements, or custom..

Automatic Repair of Same-Timestamp Errors in Business Process Event Logs

Raffaele Conforti, Marcello La Rosa, Arthur ter Hofstede, Adriano Augusto

Conference Proceedings  |  2020  |  Conference on Business Process Management - BPM 2020

This paper contributes an approach for automatically correcting “same timestamp” errors in business process event logs. These erro..

Optimization Framework for DFG-based Automated Process Discovery Approaches

Adriano Augusto, Marlon Dumas, Marcello La Rosa, Sander Leemans, Seppe Vanden Broucke

Journal article  |  2020  |  Software and System Modeling

The problem of automatically discovering business process models from event logs has been intensely investigated in the past two d..

Metaheuristic Optimization for Automated Business Process Discovery

A Augusto, M Dumas, M La Rosa

Conference Proceedings  |  2019  |  17th International Conference, Business Process Management (BPM 2019)

The problem of automated discovery of process models from event logs has been intensely investigated in the past two decades, lead..

Split Miner: Automated Discovery of Accurate and Simple Business Process Models from Event Logs

A Augusto, R Conforti, M Dumas, M La Rosa, A Polyvyanyy

Journal article  |  2019  |  Knowledge and Information Systems

The problem of automated discovery of process models from event logs has been intensively researched in the past two decades. Desp..