Manuel Campos

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 39

Top Topics

Equivalence Class

Subgroup Discovery

Decision Support

Surface Reflectance

Top Venues

J. Biomed. Informatics

Publications

Cristóbal Bernardo-Castiñeira, Germán Bou, Manuel Campos, Bernardo Cánovas-Segura, Sergio Figueiras Gómez, Carlos Gómez-Rodríguez, Enrique Míguez Rey, Jesús Vilares
GRALENIA: Antimicrobial Resistance Management based on Natural Language and Artificial Intelligence. SEPLN (Projects and Demonstrations) (2024)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
A Methodology Based on Subgroup Discovery to Generate Reduced Subgroup Sets for Patient Phenotyping. BIOSTEC (2) (2024)
Lorena Pujante-Otalora, Manuel Campos, Jose M. Juarez, Maria-Esther Vidal
Comparison Between Graph Databases and RDF Engines for Modelling Epidemiological Investigation of Nosocomial Infections. BIOSTEC (2) (2024)
Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, José M. Juárez
Spatial-Temporal Visualization Tool for Hospital Support for Infection Spread and Outbreaks. BIOSTEC (2) (2024)
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Gomariz, Bernardo Cánovas-Segura, Marta Lorente-Ros, Jose A. Lorente
Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos
Novel Approach for Phenotyping Based on Diverse Top-K Subgroup Lists. AIME (2023)
Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, Jose M. Juarez
Clinical Data Modeling Combining Agent-Based and Epidemiological Models. HEDA@STAF (2023)
Lorena Pujante-Otalora, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez
The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review. J. Biomed. Informatics 143 (2023)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos
Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework. J. Biomed. Informatics 143 (2023)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
VLSD - An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate. Algorithms 16 (6) (2023)
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos
Discovering Diverse Top-K Characteristic Lists. IDA (2023)
Denisse Kim, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
Visualization for Infection Analysis and Decision Support in Hospitals. DCAI (2) (2022)
Enrique Valero-Leal, Manuel Campos, Jose M. Juarez
Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping. PKDD/ECML Workshops (1) (2022)
Manuel Campos, German Sierra, Esperanza Lopez
Tensor Renormalization Group for interacting quantum fields. Quantum 5 (2021)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
A methodology based on Trace-based clustering for patient phenotyping. Knowl. Based Syst. 232 (2021)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, José M. Juárez, Manuel Campos
Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets. AIME (2021)
Natalia Iglesias, Jose M. Juarez, Manuel Campos
Handling Time Constraints in Infection Clinical Pathways Using openEHR TP. MedInfo (2021)
Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás
Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information. HEALTHINF (2021)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm. AIME (2021)
Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy. Artif. Intell. Medicine 102 (2020)
Natalia Iglesias, Jose M. Juarez, Manuel Campos
Comprehensive analysis of rule formalisms to represent clinical guidelines: Selection criteria and case study on antibiotic clinical guidelines. Artif. Intell. Medicine 103 (2020)
Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Gustau Camps-Valls, Marco P. Maneta, Jordi Muñoz-Marí, Nathaniel P. Robinson, José E. Adsuara, Manuel Campos, F. Javier García-Haro, Adrián Pérez-Suay, Nicholas Clinton, John S. Kimball, Steven W. Running
Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine. IGARSS (2020)
Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás
Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models. IWBBIO (2020)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos, Francisco Palacios
A lightweight acquisition of expert rules for interoperable clinical decision support systems. Knowl. Based Syst. 167 (2019)
Antonio López Martínez-Carrasco, Jose M. Juarez, Manuel Campos, Antonio Morales Nicolás, Francisco Palacios, Lucía López-Rodríguez
Interpretable Patient Subgrouping Using Trace-Based Clustering. AIME (2019)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos, Francisco Palacios
Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems. J. Biomed. Informatics 94 (2019)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios
Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable Methods. KR4HC/ProHealth/TEAAM@AIME (2019)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios
Improving Interpretable Prediction Models for Antimicrobial Resistance. CBMS (2019)
Jose M. Juarez, Susan Craw, J. Ricardo Lopez-Delgado, Manuel Campos
Maintenance of Case Bases: Current Algorithms after Fifty Years. IJCAI (2018)
Andrej Fajfar, Manuel Campos, Francisco Palacios, Bernardo Cánovas-Segura, Gregor Stiglic, Roque Marín
Risk Factors for Development of Antibiotic Resistance of Enterococcus Faecium to Vancomycin. A Subgroup Discovery Approach. CAEPIA (2018)
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente
Impact of time series discretization on intensive care burn unit survival classification. Prog. Artif. Intell. 7 (1) (2018)
Antonio Morales Nicolás, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Francisco Palacios, Roque Marín
A decision support system for antibiotic prescription based on local cumulative antibiograms. J. Biomed. Informatics 84 (2018)
Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios, Roque Marín
A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN. CITI (2017)
Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Roque Marín, Francisco Palacios
A Process-Oriented Approach for Supporting Clinical Decisions for Infection Management. ICHI (2017)
Francisco Palacios, Manuel Campos, Jose M. Juarez, S. E. Cosgrove, E. Avdic, Bernardo Cánovas-Segura, Antonio Morales Nicolás, M. E. Martínez-Nuñez, T. Molina-García, P. García-Hierro, J. Cacho-Calvo
A Clinical Decision Support System for an Antimicrobial Stewardship Program. HEALTHINF (2016)
Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, José M. Juárez, Francisco Palacios
Development of a clinical decision support system for antibiotic management in a hospital environment. Prog. Artif. Intell. 5 (3) (2016)
Antonio Morales Nicolás, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez, Francisco Palacios
Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital. CAEPIA (2016)
Manuel Campos, Antonio Gomariz, M. Balsa, María Ángeles Rol, Juan Antonio Madrid, F. J. Garcia
Age Classification Through the Evaluation of Circadian Rhythms of Wrist Temperature. CAEPIA (2016)
Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios
Clinical Decision Support Using Antimicrobial Susceptibility Test Results. CAEPIA (2016)
Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Jose M. Juarez
BPMN-Based Representation and Comparison of Clinical Pathways for Catheter-Related Bloodstream Infections. ICHI (2015)
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente
Using Multivariate Sequential Patterns to Improve Survival Prediction in Intensive Care Burn Unit. AIME (2015)
Natalia Iglesias, Jose M. Juarez, Manuel Campos, Francisco Palacios
Computable Representation of Antimicrobial Recommendations Using Clinical Rules: A Clinical Information Systems Perspective. IWINAC (1) (2015)
Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi
Spatiotemporal data visualisation for homecare monitoring of elderly people. Artif. Intell. Medicine 65 (2) (2015)
Philippe Fournier-Viger, Antonio Gomariz, Manuel Campos, Rincy Thomas
Fast Vertical Mining of Sequential Patterns Using Co-occurrence Information. PAKDD (1) (2014)
Jose M. Juarez, Guadalupe Garcia-Fernandez, Manuel Campos, Begona Martinez, Martirio Antequera, Carmen Antunez
Experiences on Computerised Neuropsychological Tests for Dementia Using a Mobile Touchable Interface. ICHI (2014)
Manuel Campos, Beatriz Garcia, Jose M. Juarez, Juan M. Guillamon, Francisco Palacios
What Do Doctors Need for Effective Adoption and Integration of Clinical Guidelines into Daily Practice? ICHI (2014)
Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi
Multiple Temporal Axes for Visualising the Behaviour of Elders Living Alone. ICHI (2013)
Antonio Gomariz, Manuel Campos, Roque Marín, Bart Goethals
ClaSP: An Efficient Algorithm for Mining Frequent Closed Sequences. PAKDD (1) (2013)
Roque Marín, Manuel Campos, Antonio Gomariz, A. Lopez, María Ángeles Rol, Juan Antonio Madrid
Complexity Changes in Human Wrist Temperature Circadian Rhythms through Ageing. IWINAC (1) (2011)
José M. Juárez, Manuel Campos, José T. Palma, Roque Marín
: temporal case retrieval system. Expert Syst. J. Knowl. Eng. 28 (4) (2011)
José M. Juárez, Manuel Campos, Antonio Gomariz, Antonio Morales Nicolás
Computing Problem Oriented Medical Records. KR4HC (2011)
Elisabet Ortiz-Tudela, Antonio Martinez-Nicolas, Manuel Campos, María Ángeles Rol, Juan Antonio Madrid
A New Integrated Variable Based on Thermometry, Actimetry and Body Position (TAP) to Evaluate Circadian System Status in Humans. PLoS Comput. Biol. 6 (11) (2010)
Francisco Guil, Francisco Palacios, Manuel Campos, Roque Marín
On the Evaluation of Mined Frequent Sequences - An Evidence Theory-based Method. HEALTHINF (2010)
José M. Juárez, Patricia Martinez, Manuel Campos, José T. Palma
Step-Guided Clinical Workflow Fulfilment Measure for Clinical Guidelines. EUROCAST (2009)
José M. Juárez, Manuel Campos, Antonio Gomariz, José T. Palma, Roque Marín
A Reuse-Based CBR System Evaluation in Critical Medical Scenarios. ICTAI (2009)
Guido Sciavicco, José M. Juárez, Manuel Campos
Quality Checking of Medical Guidelines Using Interval Temporal Logics: A Case-Study. IWINAC (2) (2009)
José M. Juárez, Tamara Riestra, Manuel Campos, Antonio Morales Nicolás, José T. Palma, Roque Marín
Medical knowledge management for specific hospital departments. Expert Syst. Appl. 36 (10) (2009)
José M. Juárez, Manuel Campos, José T. Palma, Francisco Palacios, Roque Marín
Severity Evaluation Support for Burns Unit Patients Based on Temporal Episodic Knowledge Retrieval. AIME (2009)
Manuel Campos, José M. Juárez, Jose Salort, José T. Palma, Roque Marín
Reasoning in dynamic systems: From raw data to temporal abstract information. Neurocomputing 72 (4-6) (2009)
José M. Juárez, Manuel Campos, Antonio Gomariz, José T. Palma, Roque Marín
CBR Outcome Evaluation for High Similar Cases: A Preliminary Approach. CAEPIA (2009)
José M. Juárez, Manuel Campos, José T. Palma, Roque Marín
Computing context-dependent temporal diagnosis in complex domains. Expert Syst. Appl. 35 (3) (2008)
Miguel A. Martínez, José Ambrosio Toval Álvarez, Manuel Campos
Requirements Engineering to Audit Privacy Issues in Medical and Health Software. HEALTHINF (2) (2008)
Manuel Campos, Antonio Morales Nicolás, José M. Juárez, J. Sarlort, José T. Palma, Roque Marín
Intensive Care Unit Platform for Health Care Quality and Intelligent Systems Support. DCAI (2008)
Manuel Campos
Temporal abstraction based in constraint networks. Inteligencia Artif. 12 (39) (2008)
Manuel Campos, José T. Palma, Roque Marín
Temporal Data Mining with Temporal Constraints. AIME (2007)
Manuel Campos, José M. Juárez, Jose Salort, José T. Palma, Roque Marín
Temporal Abstraction of States Through Fuzzy Temporal Constraint Networks. IWINAC (1) (2007)
José T. Palma, José M. Juárez, Manuel Campos, Roque Marín
Fuzzy theory approach for temporal model-based diagnosis: An application to medical domains. Artif. Intell. Medicine 38 (2) (2006)
José M. Juárez, José T. Palma, Manuel Campos, Jose Salort, Antonio Morales Nicolás, Roque Marín
A Model-Based Architecture for Fuzzy Temporal Diagnosis. EUROCAST (2005)
José T. Palma, José M. Juárez, Manuel Campos, Roque Marín
A Fuzzy Temporal Diagnosis Algorithm and a Hypothesis Discrimination Proposal. IWINAC (1) (2005)
José T. Palma, Manuel Campos, José M. Juárez, Antonio Morales Nicolás
Acquisition of Causal and Temporal Knowledge in Medical Domains. A Web-Based Approach. EKAW (2004)
José T. Palma, José M. Juárez, Manuel Campos, Roque Marín
A Fuzzy Approach to Temporal Model-Based Diagnosis for Intensive Care Units. ECAI (2004)
Manuel Campos, José T. Palma, Roque Marín, B. Llamas, A. González
A Model for Fuzzy Temporal Reasoning on a Database. CAEPIA (2003)
Manuel Campos, José T. Palma, B. Llamas, A. González, M. Menárguez, Roque Marín
Temporal Data Management and Knowledge Acquisition Issues in Medical Decision Support Systems. EUROCAST (2003)
Manuel Campos, Carlos A. De Moura
A Parallel Scheme for Inverse Scattering. PPSC (1993)