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ORCIDManuel Campos
Manuel Campos Martínez
Person information
- affiliation: University of Murcia, Spain
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2020 – today
- 2024
[j26]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]Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Francisco Mora-Caselles:
Subgroups: A Python library for Subgroup Discovery. SoftwareX 28: 101895 (2024) - [j24]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]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]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]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]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]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]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]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]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]Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, Jose M. Juarez:
Clinical Data Modeling Combining Agent-Based and Epidemiological Models. HEDA@STAF 2023 - [c47]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]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]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]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]Manuel Campos, German Sierra, Esperanza Lopez:
Tensor Renormalization Group for interacting quantum fields. Quantum 5: 586 (2021) - [c44]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]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]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]Natalia Iglesias, Jose M. Juarez, Manuel Campos:
Handling Time Constraints in Infection Clinical Pathways Using openEHR TP. MedInfo 2021: 7-11 - 2020
- [j18]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]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]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]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
2010 – 2019
- 2019
- [j16]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]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]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]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]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]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]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]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]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]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]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]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]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 - [c30]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 - [c29]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]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]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]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]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 - [c25]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
- [c24]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]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]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]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]Antonio Gomariz, Manuel Campos, Roque Marín, Bart Goethals:
ClaSP: An Efficient Algorithm for Mining Frequent Closed Sequences. PAKDD (1) 2013: 50-61 - 2011
- [j10]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]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]José M. Juárez, Manuel Campos, Antonio Gomariz, Antonio Morales Nicolás:
Computing Problem Oriented Medical Records. KR4HC 2011: 117-130 - [c18]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]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]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]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]Francisco Guil, Francisco Palacios, Manuel Campos, Roque Marín:
On the Evaluation of Mined Frequent Sequences - An Evidence Theory-based Method. HEALTHINF 2010: 263-268
2000 – 2009
- 2009
- [j5]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]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]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]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]José M. Juárez, Patricia Martinez, Manuel Campos, José T. Palma:
Step-Guided Clinical Workflow Fulfilment Measure for Clinical Guidelines. EUROCAST 2009: 255-262 - [c13]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]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]Manuel Campos:
Temporal abstraction based in constraint networks. Inteligencia Artif. 12(39): 51-54 (2008) - [j2]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]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]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]Manuel Campos, José T. Palma, Roque Marín:
Temporal Data Mining with Temporal Constraints. AIME 2007: 67-76 - [c8]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]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]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]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]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]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]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]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
1990 – 1999
- 1993
- [c1]Manuel Campos, Carlos A. De Moura:
A Parallel Scheme for Inverse Scattering. PPSC 1993: 569-572
Coauthor Index
Jose M. Juarez
aka: José M. Juárez
aka: José M. Juárez
[j26] [j25] [j24] [c53] [c52] [c51] [j23] [j22] [j21] [c49] [c48] [c47] [c46] [c45] [j20] [c44] [c43] [c42] [c41] [j18] [j17] [c39] [j16] [j15] [c38] [c37] [c36] [j14] [j13] [c34] [c33] [c32] [j12] [c31] [c29] [c28] [j11] [c27] [c26] [c25] [c24] [c23] [c21] [j10] [j9] [c19] [j7] [j5] [j4] [c16] [c15] [c14] [c13] [c12] [j2] [c10] [c8] [j1] [c7] [c6] [c5] [c4]
Antonio Lopez-Martinez-Carrasco
aka: Antonio López Martínez-Carrasco
aka: Antonio López Martínez-Carrasco
Francisco Palacios Ortega
aka: Francisco Palacios
aka: Francisco Palacios
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