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CC4Spark: Distributing Event Logs and big complex Conformance Checking problems
(CEUR Workshop Proceedings (CEUR-WS.org), 2021)
Conformance checking is one of the disciplines that best exposes the power of process mining, since it allows detecting anomalies and deviations in business processes, helping to assess and improve the quality of these. ...
Ponencia
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PAIS-DQ: Extending Process-Aware Information Systems to support Data Quality in PAIS life-cycle
(IEEE Computer Society, 2016)
The successful execution of a Business Process implies to use data with an adequate level of quality, thereby enabling the output of processes to be obtained in accordance with users requirements. The necessity to be ...
Artículo
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Tactical Business-Process-Decision Support based on KPIs Monitoring and Validation
(Elsevier, 2018)
Key Performance Indicators (KPIs) can be used to evaluate the success of an organization, facilitating the detection of the deviations and unexpected evolution of the behaviour of a company. The difficulty for enterprises ...
Ponencia
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DMN for Data Quality Measurement and Assessment
(Springer, 2019)
Data Quality assessment is aimed at evaluating the suitability of a dataset for an intended task. The extensive literature on data quality describes the various methodologies for assessing data quality by means of data ...
Artículo
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CSP y Bases de Datos Restrictivas
(Asociación Española para la Inteligencia Artificial, 2003)
Las Bases de Datos Restrictivas se originaron ante la necesidad de representar de forma m´as compacta y modular datos de gran tama˜no. De esta forma, y como medio para tratar datos continuos como es el caso de los ...
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Artículo
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Improving the determination of minimal hitting sets in model-based diagnosis using constraint databases
(Elsevier, 2006)
In model-based diagnosis, minimal hitting sets are usually used to identify which components may fail in a system. This work presents a set of algorithms to improve the determination of all Minimal Hitting Sets. Our proposal ...
Artículo
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Compliance validation and diagnosis of business data constraints in business processes at runtime
(Elsevier, 2015)
Business processes involve data that can be modified and updated by various activities at any time. The data involved in a business process can be associated with flow elements or data stored. These data must satisfy the ...
Ponencia
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FABIOLA: Towards the resolution of constraint optimization problems in big data environment
(Association for Information Systems (AIS), 2017)
The optimization problems can be found in several examples within companies, such as the minimization of the production costs, the faults produced, or the maximization of customer loyalty. The resolution of them is a ...
Ponencia
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Using Distributed CSPs to Model Business Processes Agreement in Software Multiprocess
(SciTePress, 2011)
A business process consists of a set of activities which are performed in a coordination way to obtain an objective. Sometimes the definition of this objective using only a classic business processes management is not ...