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Manuel Campos

Manuel Campos Martínez

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affiliation: University of Murcia, Spain

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2020 – today

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2025
[j29]
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Lorena Pujante-Otalora, Manuel Campos, Jose M. Juarez:
Spatiotemporal Epidemiological Similarity Based on Patient Trajectories. IEEE Access 13: 69760-69778 (2025)
[j28]
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Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos:
Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery. Artif. Intell. Medicine 167: 103200 (2025)
[j27]
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Denisse Kim, Bernardo Cánovas-Segura, Manuel Campos, Sergio Aleman Belando, Jose M. Juarez:
Infection Spread and Outbreaks Support with Spatial-Temporal Visualization Tool for Hospitals. J. Medical Syst. 49(1): 85 (2025)
2024
[j26]
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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): 165 (2024)
[j25]
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Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Francisco Mora-Caselles:
Subgroups: A Python library for Subgroup Discovery. SoftwareX 28: 101895 (2024)
[j24]
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Lorena Pujante-Otalora, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura:
Spatiotemporal Data Modelling for Epidemiological Research in Hospitals. IEEE J. Biomed. Health Informatics 28(10): 6280-6291 (2024)
[c53]
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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: 23-36
[c52]
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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: 308-314
[c51]
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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: 346-353
[c50]
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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: 100-105
2023
[j23]
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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): 274 (2023)
[j22]
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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: 104397 (2023)
[j21]
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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: 104422 (2023)
[c49]
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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: 45-50
[c48]
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Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, Jose M. Juarez:
Clinical Data Modeling Combining Agent-Based and Epidemiological Models. HEDA@STAF 2023
[c47]
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Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos:
Discovering Diverse Top-K Characteristic Lists. IDA 2023: 262-273
2022
[c46]
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Denisse Kim, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura:
Visualization for Infection Analysis and Decision Support in Hospitals. DCAI (2) 2022: 153-158
[c45]
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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: 434-451
2021
[j20]
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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: 107469 (2021)
[j19]
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Manuel Campos, Germán Sierra, Esperanza López:
Tensor Renormalization Group for interacting quantum fields. Quantum 5: 586 (2021)
[c44]
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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: 152-156
[c43]
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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: 246-251
[c42]
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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: 741-746
[c41]
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Natalia Iglesias, Jose M. Juarez, Manuel Campos:
Handling Time Constraints in Infection Clinical Pathways Using openEHR TP. MedInfo 2021: 7-11
2020
[j18]
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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: 101751 (2020)
[j17]
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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: 101741 (2020)
[c40]
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  - conf/igarss/Moreno-Martinez20
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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: 2320-2323
[c39]
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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: 98-107
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2010 – 2019

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2019
[j16]
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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)
[j15]
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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: 98-113 (2019)
[c38]
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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: 93-107
[c37]
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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: 269-274
[c36]
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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: 543-546
2018
[j14]
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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: 114-122 (2018)
[j13]
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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): 41-53 (2018)
[c35]
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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: 285-295
[c34]
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Jose M. Juarez, Susan Craw, J. Ricardo Lopez-Delgado, Manuel Campos:
Maintenance of Case Bases: Current Algorithms after Fifty Years. IJCAI 2018: 5457-5463
2017
[c33]
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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: 158-168
[c32]
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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: 91-100
2016
[j12]
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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): 181-197 (2016)
[c31]
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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: 496-501
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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: 99-109
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Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios:
Clinical Decision Support Using Antimicrobial Susceptibility Test Results. CAEPIA 2016: 251-260
[c28]
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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: 261-270
2015
[j11]
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Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi:
Spatiotemporal data visualisation for homecare monitoring of elderly people. Artif. Intell. Medicine 65(2): 97-111 (2015)
[c27]
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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: 277-286
[c26]
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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: 346-355
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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: 258-268
2014
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  - conf/ichi/CamposGJGP14
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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: 247-255
[c23]
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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: 355-361
[c22]
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  - conf/pakdd/Fournier-VigerGCT14
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Philippe Fournier-Viger, Antonio Gomariz, Manuel Campos, Rincy Thomas:
Fast Vertical Mining of Sequential Patterns Using Co-occurrence Information. PAKDD (1) 2014: 40-52
2013
[c21]
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Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi:
Multiple Temporal Axes for Visualising the Behaviour of Elders Living Alone. ICHI 2013: 387-395
[c20]
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Antonio Gomariz, Manuel Campos, Roque Marín, Bart Goethals:
ClaSP: An Efficient Algorithm for Mining Frequent Closed Sequences. PAKDD (1) 2013: 50-61
2011
[j10]
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José M. Juárez, Manuel Campos, José T. Palma, Roque Marín:
T-CARE: temporal case retrieval system. Expert Syst. J. Knowl. Eng. 28(4): 324-338 (2011)
[j9]
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Manuel Campos Martínez, José M. Juárez, José T. Palma, Roque Marín, Francisco Palacios:
Avian influenza: Temporal modeling of a human to human transmission case. Expert Syst. Appl. 38(7): 8865-8885 (2011)
[c19]
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José M. Juárez, Manuel Campos, Antonio Gomariz, Antonio Morales Nicolás:
Computing Problem Oriented Medical Records. KR4HC 2011: 117-130
[c18]
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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: 401-410
2010
[j8]
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José T. Palma, F. C. Gómez de León Hijes, Manuel Campos Martínez, L. Guillén Cárceles:
Scheduling of maintenance work: A constraint-based approach. Expert Syst. Appl. 37(4): 2963-2973 (2010)
[j7]
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Manuel Campos Martínez, José M. Juárez, José T. Palma, Roque Marín:
Using temporal constraints for temporal abstraction. J. Intell. Inf. Syst. 34(1): 57-92 (2010)
[j6]
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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)
[c17]
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Francisco Guil, Francisco Palacios, Manuel Campos, Roque Marín:
On the Evaluation of Mined Frequent Sequences - An Evidence Theory-based Method. HEALTHINF 2010: 263-268
no results

2000 – 2009

see FAQ

What is the meaning of the colors in the publication lists?

2009
[j5]
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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): 12214-12224 (2009)
[j4]
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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): 871-878 (2009)
[c16]
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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: 36-45
[c15]
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José M. Juárez, Manuel Campos, Antonio Gomariz, José T. Palma, Roque Marín:
CBR Outcome Evaluation for High Similar Cases: A Preliminary Approach. CAEPIA 2009: 131-140
[c14]
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José M. Juárez, Patricia Martinez, Manuel Campos, José T. Palma:
Step-Guided Clinical Workflow Fulfilment Measure for Clinical Guidelines. EUROCAST 2009: 255-262
[c13]
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José M. Juárez, Manuel Campos, Antonio Gomariz, José T. Palma, Roque Marín:
A Reuse-Based CBR System Evaluation in Critical Medical Scenarios. ICTAI 2009: 261-268
[c12]
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Guido Sciavicco, José M. Juárez, Manuel Campos:
Quality Checking of Medical Guidelines Using Interval Temporal Logics: A Case-Study. IWINAC (2) 2009: 158-167
2008
[j3]
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Manuel Campos:
Temporal abstraction based in constraint networks. Inteligencia Artif. 12(39): 51-54 (2008)
[j2]
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José M. Juárez, Manuel Campos, José T. Palma, Roque Marín:
Computing context-dependent temporal diagnosis in complex domains. Expert Syst. Appl. 35(3): 991-1010 (2008)
[c11]
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Miguel A. Martínez, José Ambrosio Toval Álvarez, Manuel Campos:
Requirements Engineering to Audit Privacy Issues in Medical and Health Software. HEALTHINF (2) 2008: 74-81
[c10]
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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: 366-374
2007
[c9]
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Manuel Campos, José T. Palma, Roque Marín:
Temporal Data Mining with Temporal Constraints. AIME 2007: 67-76
[c8]
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Manuel Campos, José M. Juárez, Jose Salort, José T. Palma, Roque Marín:
Temporal Abstraction of States Through Fuzzy Temporal Constraint Networks. IWINAC (1) 2007: 607-616
2006
[j1]
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  - journals/artmed/PalmaJCM06
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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): 197-218 (2006)
2005
[c7]
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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: 241-246
[c6]
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José T. Palma, José M. Juárez, Manuel Campos, Roque Marín:
A Fuzzy Temporal Diagnosis Algorithm and a Hypothesis Discrimination Proposal. IWINAC (1) 2005: 459-468
2004
[c5]
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José T. Palma, José M. Juárez, Manuel Campos, Roque Marín:
A Fuzzy Approach to Temporal Model-Based Diagnosis for Intensive Care Units. ECAI 2004: 868-872
[c4]
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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: 513-514
2003
[c3]
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Manuel Campos, José T. Palma, Roque Marín, B. Llamas, A. González:
A Model for Fuzzy Temporal Reasoning on a Database. CAEPIA 2003: 57-65
[c2]
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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: 208-219
no results

1990 – 1999

see FAQ

What is the meaning of the colors in the publication lists?

1993
[c1]
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Manuel Campos, Carlos A. De Moura:
A Parallel Scheme for Inverse Scattering. PPSC 1993: 569-572
no results

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