Manuel Campos
Orcid: 0000-0002-5233-3769Affiliations:
- University of Murcia, Spain
According to our database1,
Manuel Campos
authored at least 75 papers
between 1993 and 2024.
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on publons.com
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on orcid.org
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Bibliography
2024
Comparison Between Graph Databases and RDF Engines for Modelling Epidemiological Investigation of Nosocomial Infections.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
A Methodology Based on Subgroup Discovery to Generate Reduced Subgroup Sets for Patient Phenotyping.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
Spatial-Temporal Visualization Tool for Hospital Support for Infection Spread and Outbreaks.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
VLSD - An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate.
Algorithms, June, 2023
The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review.
J. Biomed. Informatics, 2023
Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework.
J. Biomed. Informatics, 2023
Proceedings of the Advances in Intelligent Data Analysis XXI, 2023
Proceedings of the 3rd International Health Data Workshop (HEDA 2023) co-located with Software Technologies: Applications and Foundations (STAF 2023), 2023
Proceedings of the Artificial Intelligence in Medicine, 2023
2022
Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022
Proceedings of the Distributed Computing and Artificial Intelligence, 2022
2021
Knowl. Based Syst., 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm.
Proceedings of the Artificial Intelligence in Medicine, 2021
Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets.
Proceedings of the Artificial Intelligence in Medicine, 2021
2020
Comprehensive analysis of rule formalisms to represent clinical guidelines: Selection criteria and case study on antibiotic clinical guidelines.
Artif. Intell. Medicine, 2020
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy.
Artif. Intell. Medicine, 2020
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
A lightweight acquisition of expert rules for interoperable clinical decision support systems.
Knowl. Based Syst., 2019
Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems.
J. Biomed. Informatics, 2019
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Proceedings of the Artificial Intelligence in Medicine, 2019
Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019
2018
Impact of time series discretization on intensive care burn unit survival classification.
Prog. Artif. Intell., 2018
A decision support system for antibiotic prescription based on local cumulative antibiograms.
J. Biomed. Informatics, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Risk Factors for Development of Antibiotic Resistance of Enterococcus Faecium to Vancomycin. A Subgroup Discovery Approach.
Proceedings of the Advances in Artificial Intelligence, 2018
2017
A Process-Oriented Approach for Supporting Clinical Decisions for Infection Management.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN.
Proceedings of the Technologies and Innovation - Third International Conference, 2017
2016
Development of a clinical decision support system for antibiotic management in a hospital environment.
Prog. Artif. Intell., 2016
Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital.
Proceedings of the Advances in Artificial Intelligence, 2016
Proceedings of the Advances in Artificial Intelligence, 2016
Proceedings of the Advances in Artificial Intelligence, 2016
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
2015
Artif. Intell. Medicine, 2015
Computable Representation of Antimicrobial Recommendations Using Clinical Rules: A Clinical Information Systems Perspective.
Proceedings of the Artificial Computation in Biology and Medicine, 2015
BPMN-Based Representation and Comparison of Clinical Pathways for Catheter-Related Bloodstream Infections.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
Using Multivariate Sequential Patterns to Improve Survival Prediction in Intensive Care Burn Unit.
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Experiences on Computerised Neuropsychological Tests for Dementia Using a Mobile Touchable Interface.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
What Do Doctors Need for Effective Adoption and Integration of Clinical Guidelines into Daily Practice?
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013
2011
Expert Syst. Appl., 2011
Proceedings of the Foundations on Natural and Artificial Computation, 2011
Proceedings of the Knowledge Representation for Health-Care, 2011
2010
A New Integrated Variable Based on Thermometry, Actimetry and Body Position (TAP) to Evaluate Circadian System Status in Humans.
PLoS Comput. Biol., 2010
Expert Syst. Appl., 2010
On the Evaluation of Mined Frequent Sequences - An Evidence Theory-based Method.
Proceedings of the HEALTHINF 2010, 2010
2009
Neurocomputing, 2009
Expert Syst. Appl., 2009
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009
Proceedings of the ICTAI 2009, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of the Current Topics in Artificial Intelligence, 2009
Severity Evaluation Support for Burns Unit Patients Based on Temporal Episodic Knowledge Retrieval.
Proceedings of the Artificial Intelligence in Medicine, 2009
2008
Expert Syst. Appl., 2008
Intensive Care Unit Platform for Health Care Quality and Intelligent Systems Support.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008
Requirements Engineering to Audit Privacy Issues in Medical and Health Software.
Proceedings of the First International Conference on Health Informatics, 2008
2007
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007
Proceedings of the Artificial Intelligence in Medicine, 2007
2006
Fuzzy theory approach for temporal model-based diagnosis: An application to medical domains.
Artif. Intell. Medicine, 2006
2005
Proceedings of the Mechanisms, 2005
Proceedings of the Computer Aided Systems Theory, 2005
2004
Acquisition of Causal and Temporal Knowledge in Medical Domains. A Web-Based Approach.
Proceedings of the Engineering Knowledge in the Age of the Semantic Web, 2004
A Fuzzy Approach to Temporal Model-Based Diagnosis for Intensive Care Units.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
2003
Temporal Data Management and Knowledge Acquisition Issues in Medical Decision Support Systems.
Proceedings of the Computer Aided Systems Theory, 2003
Proceedings of the Current Topics in Artificial Intelligence, 2003
1993
A Parallel Scheme for Inverse Scattering.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993