Exploració per autor "Muñoz Gama, Jorge"Més informació

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    • Alignment based precision checking 

      Adriansyah, Arya; Muñoz Gama, Jorge; Carmona Vargas, Josep; van Dongen, Boudewijn; Aalst, Wil M.P. van der (Springer, 2012)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      Most organizations have process models describing how cases need to be handled. In fact, legislation and standardization (cf. the Sarbanes-Oxley Act, the Basel II Accord, and the ISO 9000 family of standards) are forcing ...

    • Alignment based precision checking 

      Adriansyah, Arya; Muñoz Gama, Jorge; Carmona Vargas, Josep; van Dongen, Boudewijn; Aalst, Wil M.P. van der (2012)
      Text en actes de congrés
      Accés restringit per decisió de l'autor
      In this paper, we show an application of alignments between process models and their executions to measure their precision.We show that pre-alignment improves the accuracy existing precision measurement technique, even ...

    • Conformance checking in the large: partitioning and topology 

      Muñoz Gama, Jorge; Carmona Vargas, Josep; Van der Aalst, Wil M. P. (2012)
      Comunicació de congrés
      Accés restringit per política de l'editorial
      The torrents of event data generated by today’s systems are an important enabler for process mining. However, at the same time, the size and variability of the resulting event logs are challenging for today’s process mining ...

    • Conformance checking in UML artifact-centric business process models 

      Estañol Lamarca, Montserrat; Muñoz Gama, Jorge; Carmona Vargas, Josep; Teniente López, Ernest (2019-08)
      Article
      Accés obert
      Business artifacts have appeared as a new paradigm to capture the information required for the complete execution and reasoning of a business process. Likewise, conformance checking is gaining popularity as a crucial ...

    • Decomposing alignment-based conformance checking of data-aware process models 

      Leoni, Massimiliano de; Muñoz Gama, Jorge; Carmona Vargas, Josep; van der Aalst, Wil M. P. (Springer, 2014)
      Text en actes de congrés
      Accés obert
      Process mining techniques relate observed behavior to modeled behavior, e.g., the automatic discovery of a Petri net based on an event log. Process mining is not limited to process discovery and also includes conformance ...

    • Enhancing precision in process conformance: stability, confidence and severity 

      Muñoz Gama, Jorge; Carmona Vargas, Josep (2011)
      Report de recerca
      Accés obert
      Process Conformance is becoming a crucial area due to the changing nature of processes within an Information System. By confronting specifications against system executions (the main problem tackled in process conformance), ...

    • Event-based real-time decomposed conformance analysis 

      vanden Broucke, Seppe; Muñoz Gama, Jorge; Carmona Vargas, Josep; Baesens, Bart; Vanthienen, Jan (2013-12-13)
      Report de recerca
      Accés obert
      Process mining deals with the extraction of knowledge from event logs. One important task within this research field is denoted as conformance checking, which aims to diagnose deviations and discrepancies between modeled ...

    • Event-based real-time decomposed conformance analysis 

      vanden Broucke, Seppe; Muñoz Gama, Jorge; Carmona Vargas, Josep; Baesens, Bart; Vanthienen, Jan (Springer, 2014)
      Text en actes de congrés
      Accés obert
      Process mining deals with the extraction of knowledge from event logs. One important task within this research field is denoted as conformance checking, which aims to diagnose deviations and discrepancies between modeled ...

    • Hierarchical conformance checking of process models based on event logs 

      Muñoz Gama, Jorge; Carmona Vargas, Josep; Aalst, Wil M.P. van der (2013)
      Report de recerca
      Accés obert
      Process mining techniques aim to extract knowledge from event logs. Conformance checking is one of the hard problems in process mining: it aims to diagnose and quantify the mismatch between observed and modeled behavior. ...

    • Hierarchical conformance checking of process models based on event logs 

      Muñoz Gama, Jorge; Carmona Vargas, Josep; Aalst, Wil M.P. van der (Springer Berlin Heidelberg, 2013)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      Process mining techniques aim to extract knowledge from event logs. Conformance checking is one of the hard problems in process mining: it aims to diagnose and quantify the mismatch between observed and modeled behavior. ...

    • Measuring precision of modeled behavior 

      Adriansyah, Arya; Muñoz Gama, Jorge; Carmona Vargas, Josep; Van Dongen, Boudewijn; van der Aalst, Wil M. P. (2015-02-01)
      Article
      Accés obert
      Conformance checking techniques compare observed behavior (i.e., event logs) with modeled behavior for a variety of reasons. For example, discrepancies between a normative process model and recorded behavior may point to ...

    • Process mining for healthcare: Characteristics and challenges 

      Muñoz Gama, Jorge; Martin, Niels; Fernández Llatas, Carlos; Johnson, Owen A.; Sepúlveda Fernández, Marcos; Helm, Emmanuel; Gálvez Yanjari, Víctor; Rojas, Eric; Martínez Millana, Antonio; Carmona Vargas, Josep (2022-03)
      Article
      Accés obert
      Process mining techniques can be used to analyse business processes using the data logged during their execution. These techniques are leveraged in a wide range of domains, including healthcare, where it focuses mainly on ...

    • Process Mining: descobrint models formals a partir de logs d’un sistema 

      Muñoz Gama, Jorge (Universitat Politècnica de Catalunya, 2009-06)
      Projecte/Treball Final de Carrera
      Accés obert
      L’objectiu d’aquest projecte és el desenvolupament d’una eina que faciliti certs aspectes del Process Mining. En concret, es pretén crear una aplicació que complementi el funcionament de l’eina Genet

    • Single-entry single-exit decomposed conformance checking 

      Muñoz Gama, Jorge; Carmona Vargas, Josep; Van der Aalst, Wil M. P. (2014-12)
      Article
      Accés restringit per política de l'editorial
      An exponential growth of event data can be witnessed across all industries. Devices connected to the internet (internet of things), social interaction, mobile computing, and cloud computing provide new sources of event ...