Carlos Fernández-Llatas

Orcid: 0000-0002-2819-5597

Affiliations:
  • Technical University of Valencia, Spain


According to our database1, Carlos Fernández-Llatas authored at least 80 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A multinational study on artificial intelligence adoption: Clinical implementers' perspectives.
Int. J. Medical Informatics, 2024

DAMMI:Daily Activities in a Psychologically Annotated Multi-Modal IoT dataset.
CoRR, 2024

A process mining-based error correction approach to improve data quality of an IoT-sourced event log.
CoRR, 2024

Synergy of Information in Multimodal IoT Systems - Discovering the impact of daily behaviour routines on physical activity level.
CoRR, 2024

2023
Process mining and data mining applications in the domain of chronic diseases: A systematic review.
Artif. Intell. Medicine, October, 2023

How to Design Successful Participatory Design Workshops for Digital Health Solutions?
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: A Case Study on Rectal Cancer.
Proceedings of the Process Mining Workshops, 2023

I-PALIA: Discovering BPMN Processes with Duplicated Activities for Healthcare Domains.
Proceedings of the Process Mining Workshops, 2023

Identifying Variation in Personal Daily Routine Through Process Mining: A Case Study.
Proceedings of the Process Mining Workshops, 2023

Ontology Model for Supporting Process Mining on Healthcare-Related Data.
Proceedings of the Artificial Intelligence in Medicine, 2023

2022
Process mining for healthcare: Characteristics and challenges.
J. Biomed. Informatics, 2022

2021
Interactive Process Mining Applied in a Cardiology Outpatient Department.
Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

2020
Interactive Process Indicators for Obesity Modelling Using Process Mining.
Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 2020

Dynamic Models Supporting Personalised Chronic Disease Management through Healthcare Sensors with Interactive Process Mining.
Sensors, 2020

Design and Evaluation of a Solo-Resident Smart Home Testbed for Mobility Pattern Monitoring and Behavioural Assessment.
Sensors, 2020

Process-Centric Customer Analytics: Understanding Visit Purposes of Predicted Age Groups with Discovered Paths.
J. Multiple Valued Log. Soft Comput., 2020

Segmentation of indoor customer paths using intuitionistic fuzzy clustering: Process mining visualization.
J. Intell. Fuzzy Syst., 2020

Innovative informatics methods for process mining in health care.
J. Biomed. Informatics, 2020

Recommendations for enhancing the usability and understandability of process mining in healthcare.
Artif. Intell. Medicine, 2020

A Process Mining Application for the Analysis of Hospital-at-Home Admissions.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Exploration with Process Mining on How Temperature Change Affects Hospital Emergency Departments.
Proceedings of the Process Mining Workshops, 2020

2019
Towards Perceptual Spaces for Empowering Ergonomy in Workplaces by Using Interactive Process Mining.
Proceedings of the Transforming Ergonomics with Personalized Health and Intelligent Workplaces, 2019

Process Choreography for Designing and Automate Individualized Prevention Protocols in Occupational Medicine.
Proceedings of the Transforming Ergonomics with Personalized Health and Intelligent Workplaces, 2019

Analyzing of Gender Behaviors from Paths Using Process Mining: A Shopping Mall Application.
Sensors, 2019

On the Feasibility of Distributed Process Mining in Healthcare.
Proceedings of the Computational Science - ICCS 2019, 2019

Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Dynamic Behavioral Approach to Nutritional Assessment using Process Mining.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

CrowdHEALTH - Collective Wisdom Driving Public Health Policies.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Evaluation of an App Based Questionnaire for the Nutritional Assessment in Elderly Housing.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Comparing Data Base Engines for Building Big Data Analytics in Obesity Detection.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Interactive Data Cleaning for Process Mining: A Case Study of an Outpatient Clinic's Appointment System.
Proceedings of the Business Process Management Workshops, 2019

Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare.
Proceedings of the Business Process Management Workshops, 2019

2018
Integration of Distributed Services and Hybrid Models Based on Process Choreography to Predict and Detect Type 2 Diabetes.
Sensors, 2018

Wearable Sensors Integrated with Internet of Things for Advancing eHealth Care.
Sensors, 2018

Empowering Ergonomy in Workplaces by Individual Behavior Modeling Using Interactive Process Mining Paradigm.
Proceedings of the Intelligent Environments 2018, 2018

Integrated IoT intelligent system for the automatic detection of cardiac variability.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Expectations from a Process Mining Dashboard in Operating Rooms with Analytic Hierarchy Process.
Proceedings of the Business Process Management Workshops, 2018

Analyzing Medical Emergency Processes with Process Mining: The Stroke Case.
Proceedings of the Business Process Management Workshops, 2018

2017
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

Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR.
Proceedings of the Knowledge Capture Conference, 2017

PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

pMineR: An Innovative R Library for Performing Process Mining in Medicine.
Proceedings of the Artificial Intelligence in Medicine, 2017

2016
Evaluation of Google Glass Technical Limitations on Their Integration in Medical Systems.
Sensors, 2016

Experiences of a general practitioner in the daily practice about Digital Health Literacy. The real needs.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Challenges in personalized systems for Personal Health Care.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Interactive pattern recognition in cardiovascular disease management. A process mining approach.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems.
Sensors, 2015

Performance assessment of a closed-loop system for diabetes management.
Medical Biol. Eng. Comput., 2015

From data to the decision: A software architecture to integrate predictive modelling in clinical settings.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Diabetes care related process modelling using Process Mining techniques. Lessons learned in the application of Interactive Pattern Recognition: coping with the Spaghetti Effect.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Temporal abstractions to enrich Activity-Based Process Mining corpus with clinical time series.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes.
Sensors, 2013

A TV Commercial Retrieval System based on Audio Features.
Proceedings of the SIGMAP and WINSYS 2013, 2013

Towards privacy-preserving computing on distributed electronic health record data.
Proceedings of the 2013 Middleware Doctoral Symposium, 2013

Heart Cycle: Facilitating the deployment of advanced care processes.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
When the Social Meets the Semantic: Social Semantic Web or Web 2.5.
Future Internet, 2012

Impact of Semantic Technologies to Human Behavior Modeling - A Psychosocial Rationalization.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

Enabling Semantic Resources in the Cloud.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

Towards Semantic Resources in the Cloud.
Proceedings of the Agents and Artificial Intelligence - 4th International Conference, 2012

2011
Enjoy.IT!: A Platform to Integrate Entertainment Services.
Int. J. Ambient Comput. Intell., 2011

Evaluating Mobility Impact on Wireless Sensor Network.
Proceedings of the 13th UKSim-AMSS International Conference on Computer Modelling and Simulation, Cambridge University, Emmanuel College, Cambridge, UK, 30 March, 2011

Ambient Intelligence Based Architecture for Immersive Social Entertainment.
Proceedings of the Ambient Intelligence - Software and Applications, 2011

Remote Control and Tele-operation in the Cloud.
Proceedings of the ICSOFT 2011, 2011

Mobile Cloud Computing Architecture for Ubiquitous Empowering of People with Disabilities.
Proceedings of the ICSOFT 2011, 2011

Metropolitan Ecosystems among Heterogeneous Cognitive Networks: Issues, Solutions and Challenges.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2011

Enabling Semantic Ecosystems among Heterogeneous Cognitive Networks.
Proceedings of the KEOD 2011, 2011

Implementation of the ISO/IEC 24756 for the Interaction Modeling of an AAL Space.
Proceedings of the Universal Access in Human-Computer Interaction. Context Diversity, 2011

Process Choreography for Human Interaction Computer-Aided Simulation.
Proceedings of the Human-Computer Interaction. Design and Development Approaches, 2011

Behaviour patterns detection for persuasive design in Nursing Homes to help dementia patients.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Ambient assisted living spaces validation by services and devices simulation.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Continuous Clinical Pathways Evaluation by using Automatic Learning Algorithms.
Proceedings of the HEALTHINF 2011, 2011

2010
Semantic Sensor Network Architecture for Pro-active Risk Management in the Factories of the Future.
Proceedings of the SSW 2010, 2010

Semantic Sensor Networks for Personalized Health Systems for Risk Prevention.
Proceedings of the SSW 2010, 2010

Semantic Process Choreography for Distributed Sensor Management.
Proceedings of the SSW 2010, 2010

2009
A Modelling Framework for Ambient Assisted Living Validation.
Proceedings of the Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 2009

Workflow Mining Application to Ambient Intelligence Behavior Modeling.
Proceedings of the Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 2009

Life Assistance Protocols (LAP) - A Model for the Personalization of Lifestyle Support for Health and Wellbeing.
Proceedings of the International Conference on eHealth, Telemedicine, and Social Medicine, 2009

2008
Medical Guidelines for the Patient: Introducing the Life Assistance Protocols.
Proceedings of the Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, 2008

2002
Multimedia telehomecare system using standard TV set.
IEEE Trans. Biomed. Eng., 2002

2001
Impact of a broadband interactive televisit/teleconsultation service for residential and working environments.
Proceedings of the AMIA 2001, 2001


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