6 citations · 6 across the 6 of their papers we have counts for
7 papers
A Privacy-Preserving Approach to Conformance Checking
Luis Rodríguez-Flores, Luciano García-Bañuelos, Abel Armas-Cervantes +1
Conformance checking, one of the main process mining operations, aims to identify discrepancies between a process model and an event log. The model represents the expected behaviou…
Pragmos: A Process Agentic Modeling System
Pedro-Aarón Hernández-Ávalos, Luciano García-Bañuelos
The advent of Large Language Models (LLMs) has significantly transformed tasks across Software Engineering. In the context of Business Process Management, LLMs are now being explor…
Secure Conformance Checking using Token-based Replay and Homomorphic Encryption
Luis-Armando Rodríguez-Flores, Luciano García-Bañuelos, Abel Armas-Cervantes +1
Conformance checking, one of the main process mining operations, aims to identify discrepancies between a process model and an event log. The model represents the expected behaviou…
A labeled dataset of simulated phlebotomy procedures for medical AI: polygon annotations for object detection and human-object interaction
Raúl Jiménez Cruz, César Torres-Huitzil, Marco Franceschetti +3
This data article presents a dataset of 11,884 labeled images documenting a simulated blood extraction (phlebotomy) procedure performed on a training arm. Images were extracted fro…
Bootstrapping Generalization of Process Models Discovered From Event Data
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Process mining extracts value from the traces recorded in the event logs of IT-systems, with process discovery the task of inferring a process model for a log emitted by some unkno…
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining
Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio +6
This paper presents a command-line tool, called Entropia, that implements a family of conformance checking measures for process mining founded on the notion of entropy from informa…