Adriano Augusto

Identifying candidate routines for robotic process automation from unsegmented ui logs

V Leno, A Augusto, M Dumas, M La Rosa, FM Maggi, A Polyvyanyy

Report  |  2020

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

A Augusto

Conference Proceedings  |  2020  |  CEUR Workshop Proceedings

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..

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

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

Conference Proceedings  |  2020  |  Lecture Notes in Artificial Intelligence

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

Optimized Discovery of Process Models From Event Logs: Framework and Evaluation

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

Report  |  2020

considers several instantiations of the framework corresponding to four optimization metaheuristics, three automated process disco..

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..

Automated Discovery of Process Models from Event Logs: Review and Benchmark

A Augusto, R Conforti, M Dumas, M La Rosa, FM Maggi, A Marrella, M Mecella, A Soo

Journal article  |  2019  |  IEEE Transactions on Knowledge and Data Engineering

Process mining allows analysts to exploit logs of historical executions of business processes to extract insights regarding the ac..

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

A Augusto, Abel Armas Cervantes, Raffaele Conforti, Marlon Dumas, Marcello LA ROSA, Daniel Reissner

Report  |  2019

Discovering Automatable Routines From User Interaction Logs

Antonio Bosco, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Giancarlo Fortino

Report  |  2019  |  Lecture Notes in Business Information Processing

The complexity and rigidity of legacy applications in modern organizations engender situations where workers need to perform repet..