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Listar por palabra clave "Process mining"

Mostrando ítems 1-20 de 20

Analyzing of Gender Behaviors from Paths Using Process Mining: A Shopping Mall Application

Dogan, Onur; Bayo-Monton, Jose Luis; Fernández Llatas, Carlos; Oztaysi, Basar (MDPI AG, 2019-01-29)

[EN] The study presents some results of customer paths¿ analysis in a shopping mall. Bluetooth-based technology is used to collect data. The event log containing spatiotemporal information is analyzed with process mining. ...
Análisis y descubrimiento de patrones de comportamiento en estudiantes de cursos online

Vázquez Mendoza, Jorge Alberto (Universitat Politècnica de València, 2021-10-18)

[ES] Las tecnologías educativas emergentes a nivel mundial han tenido un considerable impacto en el aprendizaje de la población, entre las mas destacadas tenemos los cursos MOOC, los cuales, se estima que para el año 2024 ...
Análisis, diseño e implementación de técnicas de Minería de Procesos para la mejora continua de los procesos de atención del departamento de urgencias

García Lago, Pablo (Universitat Politècnica de València, 2022-10-10)

[ES] Desde que Hipócrates introdujo el principio de no maleficiencia se ha resaltado la importancia de aplicar buenas prácticas profesionales para promover la salud de los pacientes, pero no fue hasta finales del siglo ...
Desarrollo de técnicas de mejora de calidad de información en sistemas de localización a tiempo real para creación de modelos de predicción en entornos hospitalarios

Vicente Gómez, Adrián (Universitat Politècnica de València, 2019-09-02)

[ES] Los hospitales son entornos de una alta complejidad en los cuales se llevan a cabo diariamente cientos de procesos en los que se ven implicados tanto pacientes como profesionales sanitarios. El control y seguimiento ...
Desarrollo de un módulo del estándar XES para el análisis de datos y estudio comparativo de distintas aplicaciones basadas en minería de procesos en un contexto clínico

Bulnes Caicoya, Samuel José (Universitat Politècnica de València, 2024-10-08)

[ES] Según la OMS, la población mundial cada vez está más envejecida, sufriendo de más enfermedades crónicas, lo que aumenta considerablemente el gasto por paciente, y hace tambalear la sostenibilidad de los sistemas de ...
Design and Evaluation of a Solo-Resident Smart Home Testbed for Mobility Pattern Monitoring and Behavioural Assessment

Shirali, Mohsen; Bayo-Monton, Jose Luis; Fernández Llatas, Carlos; Ghassemian, Mona; Traver Salcedo, Vicente (MDPI AG, 2020-12)

[EN] Aging population increase demands for solutions to help the solo-resident elderly live independently. Unobtrusive data collection in a smart home environment can monitor and assess elderly residents' health state based ...
Dynamic Models Supporting Personalised Chronic Disease Management through Healthcare Sensors with Interactive Process Mining

Valero Ramon, Zoe; Fernández Llatas, Carlos; Valdivieso, Bernardo; Traver Salcedo, Vicente (MDPI AG, 2020-09)

[EN] Rich streams of continuous data are available through Smart Sensors representing a unique opportunity to develop and analyse risk models in healthcare and extract knowledge from data. There is a niche for developing ...
Individual Behavior Modeling with Sensors Using Process Mining

Dogan, Onur; Martinez-Millana, Antonio; Rojas, Eric; Sepulveda, Marcos; Munoz Gama, Jorge; Traver Salcedo, Vicente; Fernández Llatas, Carlos (MDPI AG, 2019-07-09)

[EN] Understanding human behavior can assist in the adoption of satisfactory health interventions and improved care. One of the main problems relies on the definition of human behaviors, as human activities depend on ...
Interactive Process Mining Techniques to Co-create Interactive Process Indicators to Evaluate and Characterize the Clinical Practice in Emergency Departments

Ibáñez Sánchez, Gema (Universitat Politècnica de València, 2024-01-23)

[ES] Según la Organización Mundial de la Salud, la esperanza de vida ha aumentado en seis años en las últimas dos décadas. Esto ha llevado a un aumento de las enfermedades crónicas entre la población. Como consecuencia, ...
Learning alternative ways of performing a task

Nieves, D.; Ramírez Quintana, María José; Montserrat Aranda, Carlos; Ferri Ramírez, César; Hernández-Orallo, José (Elsevier, 2020-06-15)

[EN] A common way of learning to perform a task is to observe how it is carried out by experts. However, it is well known that for most tasks there is no unique way to perform them. This is especially noticeable the more ...
Nuevas herramientas de mineria de procesos sobre Big Data en el ámbito sanitario

Li, Cheng (Universitat Politècnica de València, 2019-08-01)

[ES] Más y más técnicas han estado surgiendo para realizar el análisis de Big Data. Recientemente, este tipo de técnicas de negocios se han utilizado en el sector de la salud. La minería de procesos se centra en el patrón ...
On the Feasibility of Distributed Process Mining in Healthcare

Gatta, Roberto; Vallati, Mauro; Lenkowicz, Jacopo; Masciocchi, Carlota; Cellini, Francesco; Boldrini, Luca; Fernández Llatas, Carlos; Valentini, Vincenzo; Damiani, Andrea (Springer, 2019-06-14)

[EN] Process mining is gaining significant importance in the healthcare domain, where the quality of services depends on the suitable and efficient execution of processes. A pivotal challenge for the application of process ...
Process Mining Dashboard in Operating Rooms: Analysis of Staff Expectations with Analytic Hierarchy Process

Martinez-Millana, Antonio; Lizondo, Aroa; Gatta, Roberto; Vera, Salvador; Traver Salcedo, Vicente; Fernández Llatas, Carlos (MDPI AG, 2019-01-02)

[EN] The widespread adoption of real-time location systems is boosting the development of software applications to track persons and assets in hospitals. Among the vast amount of applications, real-time location systems ...
Process mining for healthcare: Characteristics and challenges

Munoz Gama, Jorge; Martin, Niels; Fernández Llatas, Carlos; Johnson, Owen A.; Sepúlveda, Marcos; Helm, Emmanuel; Galvez-Yanjari, Victor; Rojas, Eric; Martinez-Millana, Antonio; Aloini, Davide; Amantea, Ilaria Angela; Andrews, Robert; Arias, Michael; Beerepoot, Iris; Benevento, Elisabetta; Ibáñez Sánchez, Gema; Traver Salcedo, Vicente; Valero Ramon, Zoe (Elsevier, 2022-03)

[EN] 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 ...
Process mining for individualised behaviour modeling using wireless tracking in nursing homes

Fernández Llatas, Carlos; Benedí Ruiz, José Miguel; García Gómez, Juan Miguel; Traver Salcedo, Vicente (MDPI, 2013-11)

The analysis of human behavior patterns is increasingly used for several research fields. The individualized modeling of behavior using classical techniques requires too much time and resources to be effective. A possible ...
Process mining methodology for health process tracking using real-time indoor location systems

Fernández Llatas, Carlos; Lizondo, Aroa; Montón Sánchez, Eduardo; Benedí Ruiz, José Miguel; Traver Salcedo, Vicente (MDPI, 2015-11)

[EN] The definition of efficient and accurate health processes in hospitals is crucial for ensuring an adequate quality of service. Knowing and improving the behavior of the surgical processes in a hospital can improve the ...
Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining

Rojas, Eric; Sepúlveda, Marcos; Munoz-Gama, Jorge; Capurro, Daniel; Traver Salcedo, Vicente; Fernández Llatas, Carlos (MDPI AG, 2017-03-21)

[EN] In order to improve the efficiency and effectiveness of Emergency Rooms (ER), it is important to provide answers to frequently-posed questions regarding all relevant processes executed therein. Process mining provides ...
Segmentation of indoor customer paths using intuitionistic fuzzy clustering: Process mining visualization

Dogan, Onur; Oztaysi, Basar; Fernández Llatas, Carlos (IOS Press, 2020-01-09)

[EN] There are some studies and methods in the literature to understand customer needs and behaviors from the path. However, path analysis has a complex structure because the many customers can follow many different paths. ...
Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case

Ibáñez Sánchez, Gema; Fernández Llatas, Carlos; Martinez-Millana, Antonio; Celda, Angeles; Mandingorra, Jesus; Aparici-Tortajada, Lucía; Valero Ramon, Zoe; Munoz-Gama, Jorge; Sepúlveda, Marcos; Rojas, Eric; Gálvez, Víctor; Capurro, Daniel; Traver Salcedo, Vicente (MDPI AG, 2019-05-02)

[EN] The application of Value-based Healthcare requires not only the identification of key processes in the clinical domain but also an adequate analysis of the value chain delivered to the patient. Data Science and Big ...
What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper

Gatta, Roberto; Vallati, Mauro; Fernández Llatas, Carlos; Martinez-Millana, Antonio; Orini, Stefania; Sacchi, Luccia; Lenkowicz, Jacopo; Marcos, Mar; Munoz-Gama, Jorge; Cuendet, Michel A.; de Bari, Berardino; Marco-Ruiz, Luis; Stefanini, Alessandro; Valero Ramon, Zoe; Michielin, Olivier (MDPI AG, 2020-09)

[EN] In the age of Evidence-Based Medicine, Clinical Guidelines (CGs) are recognized to be an indispensable tool to support physicians in their daily clinical practice. Medical Informatics is expected to play a relevant ...