Carlos Fernández-Llatas

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 43

Top Topics

Intuitionistic Fuzzy

Chronic Disease

Top Venues

Business Process Management Workshops

Publications

Mohsen Shirali, Zahra Ahmadi, Carlos Fernández-Llatas, Jose-Luis Bayo-Monton
Synergy of Information in Multimodal IoT Systems - Discovering the impact of daily behaviour routines on physical activity level. CoRR (2024)
Luis Marco-Ruiz, Miguel Angel Tejedor Hernandez, Phuong Dinh Ngo, Alexandra Makhlysheva, Therese Olsen Svenning, Kari Dyb, Taridzo Chomutare, Carlos Fernández-Llatas, Jorge Muñoz-Gama, Maryam Tayefi
A multinational study on artificial intelligence adoption: Clinical implementers' perspectives. Int. J. Medical Informatics 184 (2024)
Mohsen Shirali, Zahra Ahmadi, Carlos Fernández-Llatas, Jose-Luis Bayo-Monton, Gemma Di Federico
A process mining-based error correction approach to improve data quality of an IoT-sourced event log. CoRR (2024)
Mariachiara Savino, Carlos Fernández-Llatas, Roberto Gatta, Giuditta Chiloiro, Silvia Di Franco, Gema Ibáñez-Sánchez, Zoe Valero-Ramon, Maria Antonietta Gambacorta, Vincenzo Valentini, Andrea Damiani
Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: A Case Study on Rectal Cancer. ICPM Workshops (2023)
Gemma Di Federico, Carlos Fernández-Llatas, Zahra Ahmadi, Mohsen Shirali, Andrea Burattin
Identifying Variation in Personal Daily Routine Through Process Mining: A Case Study. ICPM Workshops (2023)
Carlos Fernández-Llatas, Andrea Burattin
I-PALIA: Discovering BPMN Processes with Duplicated Activities for Healthcare Domains. ICPM Workshops (2023)
Kerstin Denecke, François von Kaenel, Marko Miletic, Carlos Fernández-Llatas, Gema Ibáñez-Sánchez, Zoe Valero-Ramon, Antonio Martinez-Millana, María Segura, Octavio Rivera Romero
How to Design Successful Participatory Design Workshops for Digital Health Solutions? MIE (2023)
Kaile Chen, Farhad Abtahi, Juan-Jesus Carrero, Carlos Fernández-Llatas, Fernando Seoane
Process mining and data mining applications in the domain of chronic diseases: A systematic review. Artif. Intell. Medicine 144 (2023)
José Antonio Miñarro-Giménez, Carlos Fernández-Llatas, Begoña Martínez-Salvador, Catalina Martínez-Costa, Mar Marcos, Jesualdo Tomás Fernández-Breis
Ontology Model for Supporting Process Mining on Healthcare-Related Data. AIME (2023)
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
Innovative informatics methods for process mining in health care. J. Biomed. Informatics 134 (2022)
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127 (2022)
Juan José Lull, Adrián Cid-Menéndez, Gema Ibáñez-Sánchez, Pedro Luis Sanchez, Jose-Luis Bayo-Monton, Vicente Traver, Carlos Fernández-Llatas
Interactive Process Mining Applied in a Cardiology Outpatient Department. ICPM Workshops (2021)
Onur Dogan, Basar Öztaysi, Carlos Fernández-Llatas
Segmentation of indoor customer paths using intuitionistic fuzzy clustering: Process mining visualization. J. Intell. Fuzzy Syst. 38 (1) (2020)
Onur Dogan, Basar Öztaysi, Carlos Fernández-Llatas
Process-Centric Customer Analytics: Understanding Visit Purposes of Predicted Age Groups with Discovered Paths. J. Multiple Valued Log. Soft Comput. 35 (1-2) (2020)
Zoe Valero-Ramon, Carlos Fernández-Llatas, Bernardo Valdivieso, Vicente Traver
Dynamic Models Supporting Personalised Chronic Disease Management through Healthcare Sensors with Interactive Process Mining. Sensors 20 (18) (2020)
Juan José Lull, Onur Dogan, Angeles Celda, Jesús Mandingorra, Lenin Lemus, Miguel Ángel Mateo Pla, Javier F. Urchueguía, Gema Ibáñez-Sánchez, Vicente Traver, Carlos Fernández-Llatas
Exploration with Process Mining on How Temperature Change Affects Hospital Emergency Departments. ICPM Workshops (2020)
Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker
Recommendations for enhancing the usability and understandability of process mining in healthcare. Artif. Intell. Medicine 109 (2020)
Ilaria Angela Amantea, Emilio Sulis, Guido Boella, Renata Marinello, Dario Bianca, Enrico Brunetti, Mario Bo, Carlos Fernández-Llatas
A Process Mining Application for the Analysis of Hospital-at-Home Admissions. MIE (2020)
Mohsen Shirali, Jose-Luis Bayo-Monton, Carlos Fernández-Llatas, Mona Ghassemian, Vicente Traver Salcedo
Design and Evaluation of a Solo-Resident Smart Home Testbed for Mobility Pattern Monitoring and Behavioural Assessment. Sensors 20 (24) (2020)
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
Innovative informatics methods for process mining in health care. J. Biomed. Informatics 109 (2020)
Onur Dogan, Jose-Luis Bayo-Monton, Carlos Fernández-Llatas, Basar Öztaysi
Analyzing of Gender Behaviors from Paths Using Process Mining: A Shopping Mall Application. Sensors 19 (3) (2019)
Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani
On the Feasibility of Distributed Process Mining in Healthcare. ICCS (5) (2019)
Zoe Valero-Ramon, Carlos Fernández-Llatas, Antonio Martinez-Millana, Vicente Traver
A Dynamic Behavioral Approach to Nutritional Assessment using Process Mining. CBMS (2019)
Antonio Martinez-Millana, Zoe Valero-Ramon, Carlos Fernández-Llatas, Purificacion Garcia-Segovia, Vicente Traver Salcedo
Evaluation of an App Based Questionnaire for the Nutritional Assessment in Elderly Housing. CBMS (2019)
Lydia Montandon, Dimosthenis Kyriazis, Zoe Valero-Ramon, Carlos Fernández-Llatas, Vicente Traver
CrowdHEALTH - Collective Wisdom Driving Public Health Policies. CBMS (2019)
Roberto Gatta, Mauro Vallati, Carlos Fernández-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel A. Cuendet, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano
Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. Business Process Management Workshops (2019)
Carlos Martinez-Millana, Antonio Martinez-Millana, Carlos Fernández-Llatas, Bernardo Valdivieso Martinez, Vicente Traver Salcedo
Comparing Data Base Engines for Building Big Data Analytics in Obesity Detection. CBMS (2019)
Niels Martin, Antonio Martinez-Millana, Bernardo Valdivieso, Carlos Fernández-Llatas
Interactive Data Cleaning for Process Mining: A Case Study of an Outpatient Clinic's Appointment System. Business Process Management Workshops (2019)
Joyce Pebesma, Antonio Martinez-Millana, Lucia Sacchi, Carlos Fernández-Llatas, Pasquale De Cata, Luca Chiovato, Riccardo Bellazzi, Vicente Traver
Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining. EMBC (2019)
Antonio Martinez-Millana, Jose-Luis Bayo-Monton, María Argente-Pla, Carlos Fernández-Llatas, Juan Francisco Merino-Torres, Vicente Traver Salcedo
Integration of Distributed Services and Hybrid Models Based on Process Choreography to Predict and Detect Type 2 Diabetes. Sensors 18 (1) (2018)
Carlos Fernández-Llatas, Gema Ibáñez-Sánchez, Vicente Traver, Fernando Seoane
Empowering Ergonomy in Workplaces by Individual Behavior Modeling Using Interactive Process Mining Paradigm. Intelligent Environments (Workshops) (2018)
Carlos Fernández-Llatas, Gema Ibáñez-Sánchez, Angeles Celda, Jesús Mandingorra, Lucia Aparici Tortajada, Antonio Martinez-Millana, Jorge Munoz-Gama, Marcos Sepúlveda, Eric Rojas, Víctor Gálvez, Daniel Capurro, Vicente Traver
Analyzing Medical Emergency Processes with Process Mining: The Stroke Case. Business Process Management Workshops (2018)
Jose-Luis Bayo-Monton, Antonio Martinez-Millana, Weisi Han, Carlos Fernández-Llatas, Yan Sun, Vicente Traver
Wearable Sensors Integrated with Internet of Things for Advancing eHealth Care. Sensors 18 (6) (2018)
Antonio Martinez-Millana, Carmen Palao, Carlos Fernández-Llatas, Paulo de Carvalho, Anna M. Bianchi, Vicente Traver
Integrated IoT intelligent system for the automatic detection of cardiac variability. EMBC (2018)
Antonio Martinez-Millana, Aroa Lizondo, Roberto Gatta, Vicente Traver, Carlos Fernández-Llatas
Expectations from a Process Mining Dashboard in Operating Rooms with Analytic Hierarchy Process. Business Process Management Workshops (2018)
Eric Rojas, Carlos Fernández-Llatas, Vicente Traver, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro
PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room. BPM (Demos) (2017)
Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Eric Rojas, Andrea Damiani, Lucia Sacchi, Berardino De Bari, Arianna Dagliati, Carlos Fernández-Llatas, Matteo Montesi, Antonio Marchetti, Maurizio Castellano, Vincenzo Valentini
Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR. K-CAP (2017)
Roberto Gatta, Jacopo Lenkowicz, Mauro Vallati, Eric Rojas, Andrea Damiani, Lucia Sacchi, Berardino De Bari, Arianna Dagliati, Carlos Fernández-Llatas, Matteo Montesi, Antonio Marchetti, Maurizio Castellano, Vincenzo Valentini
pMineR: An Innovative R Library for Performing Process Mining in Medicine. AIME (2017)
Carlos Fernández-Llatas, Vicente Traver, José Enrique Borrás Morell, Antonio Martinez-Millana, Randi Karlsen
Are Health Videos from Hospitals, Health Organizations, and Active Users Available to Health Consumers? An Analysis of Diabetes Health Video Ranking in YouTube. Comput. Math. Methods Medicine 2017 (2017)
Antonio Martinez-Millana, Jose-Luis Bayo-Monton, Aroa Lizondo, Carlos Fernández-Llatas, Vicente Traver
Evaluation of Google Glass Technical Limitations on Their Integration in Medical Systems. Sensors 16 (12) (2016)
Manuel Traver, Ignacio Basagoiti, Antonio Martinez-Millana, Carlos Fernández-Llatas, Vicente Traver
Experiences of a general practitioner in the daily practice about Digital Health Literacy. The real needs. EMBC (2016)
Carlos Fernández-Llatas, Jose-Luis Bayo-Monton, Alvaro Martinez-Romero, José-Miguel Benedí, Vicente Traver
Interactive pattern recognition in cardiovascular disease management. A process mining approach. BHI (2016)
Carlos Fernández-Llatas, Alvaro Martinez-Romero, Anna M. Bianchi, Jorge Henriques, Paulo Carvalho, Vicente Traver
Challenges in personalized systems for Personal Health Care. BHI (2016)
Carlos Fernández-Llatas, Aroa Lizondo, Eduardo Monton Sanchez, José-Miguel Benedí, Vicente Traver
Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems. Sensors 15 (12) (2015)
Carlos Fernández-Llatas, Antonio Martinez-Millana, Alvaro Martinez-Romero, José-Miguel Benedí, Vicente Traver
Diabetes care related process modelling using Process Mining techniques. Lessons learned in the application of Interactive Pattern Recognition: coping with the Spaghetti Effect. EMBC (2015)
Antonio Martinez-Millana, Carlos Fernández-Llatas, Lucia Sacchi, Daniele Segagni, Sergio Guillén, Riccardo Bellazzi, Vicente Traver
From data to the decision: A software architecture to integrate predictive modelling in clinical settings. EMBC (2015)
Antonio Martinez-Millana, Giuseppe Fico, Carlos Fernández-Llatas, Vicente Traver
Performance assessment of a closed-loop system for diabetes management. Medical Biol. Eng. Comput. 53 (12) (2015)
Carlos Fernández-Llatas, Lucia Sacchi, José-Miguel Benedí, Arianna Dagliati, Vicente Traver, Riccardo Bellazzi
Temporal abstractions to enrich Activity-Based Process Mining corpus with clinical time series. BHI (2014)
Carlos Fernández-Llatas, José-Miguel Benedí, Juan Miguel García-Gómez, Vicente Traver
Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes. Sensors 13 (11) (2013)
José Enrique Borrás Morell, Jorge Igual, Carlos Fernández-Llatas, Vicente Traver
A TV Commercial Retrieval System based on Audio Features. SIGMAP (2013)
Teresa Meneu, Vicente Traver, Sergio Guillén, Bernardo Valdivieso, José-Miguel Benedí, Carlos Fernández-Llatas
Heart Cycle: Facilitating the deployment of advanced care processes. EMBC (2013)
Kassaye Yitbarek Yigzaw, Johan Gustav Bellika, Anders Andersen, Gunnar Hartvigsen, Carlos Fernández-Llatas
Towards privacy-preserving computing on distributed electronic health record data. Middleware Doctoral Symposium (2013)
Salvatore F. Pileggi, Carlos Fernández-Llatas, Vicente Traver
When the Social Meets the Semantic: Social Semantic Web or Web 2.5. Future Internet 4 (3) (2012)
Salvatore F. Pileggi, Gema Ibáñez, Carlos Fernández-Llatas, Juan-Carlos Naranjo-Martinez
Enabling Semantic Resources in the Cloud. ICAART (1) (2012)
Ana Belén Sánchez-Calzón, Carlos Fernández-Llatas, Salvatore Flavio Pileggi, Teresa Meneu
Impact of Semantic Technologies to Human Behavior Modeling - A Psychosocial Rationalization. ICAART (1) (2012)
Salvatore F. Pileggi, Carlos Fernández-Llatas
Towards Semantic Resources in the Cloud. ICAART (Revised Selected Papers) (2012)
Carlos Fernández-Llatas, Gema Ibáñez, Pilar Sala, Salvatore F. Pileggi, Juan-Carlos Naranjo
Mobile Cloud Computing Architecture for Ubiquitous Empowering of People with Disabilities. ICSOFT (1) (2011)
Carlos Fernández-Llatas, Juan Miguel García-Gómez, Javier Vicente, Juan-Carlos Naranjo, Montserrat Robles, José-Miguel Benedí, Vicente Traver
Behaviour patterns detection for persuasive design in Nursing Homes to help dementia patients. EMBC (2011)
Carlos Fernández-Llatas, Juan Bautista Mocholí, Pilar Sala, Juan-Carlos Naranjo, Salvatore F. Pileggi, Sergio Guillén, Vicente Traver
Ambient assisted living spaces validation by services and devices simulation. EMBC (2011)
Salvatore F. Pileggi, Carlos Fernández-Llatas, Vicente Traver
Metropolitan Ecosystems among Heterogeneous Cognitive Networks: Issues, Solutions and Challenges. IC3K (2011)
Salvatore F. Pileggi, Carlos Fernández-Llatas, Teresa Meneu
Evaluating Mobility Impact on Wireless Sensor Network. UKSim (2011)
Carlos Fernández-Llatas, Teresa Meneu, José-Miguel Benedí, Vicente Traver
Continuous Clinical Pathways Evaluation by using Automatic Learning Algorithms. HEALTHINF (2011)
Carlos Fernández-Llatas, Juan Bautista Mocholí, Pilar Sala, Juan-Carlos Naranjo
Process Choreography for Human Interaction Computer-Aided Simulation. HCI (1) (2011)
M. Amparo Navarro-Salvador, Ana Belén Sánchez-Calzón, Carlos Fernández-Llatas, Teresa Meneu
Enjoy.IT!: A Platform to Integrate Entertainment Services. Int. J. Ambient Comput. Intell. 3 (4) (2011)
Salvatore F. Pileggi, Carlos Fernández-Llatas, Vicente Traver
Remote Control and Tele-operation in the Cloud. ICSOFT (1) (2011)
Pilar Sala, Carlos Fernández-Llatas, Juan Bautista Mocholí, Pablo Presencia, Juan-Carlos Naranjo
Implementation of the ISO/IEC 24756 for the Interaction Modeling of an AAL Space. HCI (7) (2011)
Salvatore F. Pileggi, Carlos Fernández-Llatas, Vicente Traver
Enabling Semantic Ecosystems among Heterogeneous Cognitive Networks. KEOD (2011)
M. Amparo Navarro-Salvador, Ana Belén Sánchez-Calzón, Carlos Fernández-Llatas, Maria Teresa Meneu
Ambient Intelligence Based Architecture for Immersive Social Entertainment. ISAmI (2011)
Agustín Moyano, Óscar Lázaro, Carlos Fernández-Llatas
Semantic Sensor Network Architecture for Pro-active Risk Management in the Factories of the Future. SSW (2010)
Teresa Meneu, Antonio Martínez, Carlos Fernández-Llatas, Ainara González, Vicente Traver
Semantic Sensor Networks for Personalized Health Systems for Risk Prevention. SSW (2010)
Carlos Fernández-Llatas, Juan Bautista Mocholí, Agustín Moyano, Teresa Meneu
Semantic Process Choreography for Distributed Sensor Management. SSW (2010)
Carlos Fernández-Llatas, Juan-Pablo Lázaro, José-Miguel Benedí
Workflow Mining Application to Ambient Intelligence Behavior Modeling. HCI (6) (2009)
Juan-Carlos Naranjo, Carlos Fernández-Llatas, Pilar Sala, Michael Hellenschmidt, Franco Mercalli
A Modelling Framework for Ambient Assisted Living Validation. HCI (6) (2009)
Teresa Meneu, Vicente Traver, Carlos Fernández-Llatas, Riccardo Serafin, David Domínguez, Sergio Guillén
Life Assistance Protocols (LAP) - A Model for the Personalization of Lifestyle Support for Health and Wellbeing. eTELEMED (2009)
Sergio Guillén, María Teresa Arredondo, Vicente Traver, J. M. García, Carlos Fernández-Llatas
Multimedia telehomecare system using standard TV set. IEEE Trans. Biomed. Eng. 49 (12) (2002)
Miguel Ángel Valero, María Teresa Arredondo, Sergio Guillén, Vicente Traver, Carlos Fernández-Llatas, Ignacio Basagoiti, Francisco del Nogal, P. Gallar, José Insausti
Impact of a broadband interactive televisit/teleconsultation service for residential and working environments. AMIA (2001)