Juan A. Nepomuceno - researchr alias

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2023

Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial NetworksHalal Abdulrahman Ahmed, Juan A. Nepomuceno, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro. softcomp 2023: 111-120 [doi]

Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental studyJavier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, José Cristóbal Riquelme Santos, Isabel A. Nepomuceno-Chamorro. apin, 53(24):30691-30705, December 2023. [doi]

2020

Using prior knowledge in the inference of gene association networksIsabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, José Luis Galván-Rojas, Belén Vega-Márquez, Cristina Rubio-Escudero. apin, 50(11):3882-3893, 2020. [doi]

2018

An application of the Shapley value to the analysis of co-expression networksGiulia Cesari, Encarnación Algaba, Stefano Moretti, Juan A. Nepomuceno. ans, 3(1), 2018. [doi]

Pairwise gene GO-based measures for biclustering of high-dimensional expression dataJuan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz. biodatamining, 11(1), 2018. [doi]

2017

A Game Theoretic Neighbourhood-Based Relevance IndexGiulia Cesari, Encarnación Algaba, Stefano Moretti, Juan A. Nepomuceno. complexnetworks 2018: 29-40 [doi]

2016

Biclustering of Gene Expression Data Based on SimUI Semantic Similarity MeasureJuan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz. HAIS 2016: 685-693 [doi]

2015

Integrating biological knowledge based on functional annotations for biclustering of gene expression dataJuan A. Nepomuceno, Alicia Troncoso Lora, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz. cmpb, 119(3):163-180, 2015. [doi]

Scatter search-based identification of local patterns with positive and negative correlations in gene expression dataJuan A. Nepomuceno, Alicia Troncoso, Jesús S. Aguilar-Ruiz. asc, 35:637-651, 2015. [doi]

2011

Biclustering of Gene Expression Data by Correlation-Based Scatter SearchJuan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz. biodatamining, 4:3, 2011. [doi]

A local search in Scatter Search for improving BiclustersJuan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz. nabic 2011: 521-526 [doi]

Inferring gene coexpression networks with Biclustering based on Scatter SearchJuan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz. isda 2011: 1091-1096 [doi]

2010

Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression DataJuan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz. evoW 2010: 122-133 [doi]

Evolutionary metaheuristic for biclustering based on linear correlations among genesJuan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz. SAC 2010: 1143-1147 [doi]

2009

A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic AlgorithmsJuan A. Nepomuceno, Alicia Troncoso Lora, JesÃºs S. Aguilar-Ruiz. prib 2009: 199-210 [doi]

An Overlapping ControlJuan A. Nepomuceno, Alicia Troncoso Lora, JesÃºs S. Aguilar-Ruiz. isda 2009: 1239-1244 [doi]

2007

Biclusters Evaluation Based on Shifting and Scaling PatternsJuan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez. ideal 2007: 840-849 [doi]

2006

A Measure for Data Set Editing by Ordered ProjectionsJesús S. Aguilar-Ruiz, Juan A. Nepomuceno, Norberto Díaz-Díaz, Isabel A. Nepomuceno-Chamorro. ieaaie 2006: 1339-1348 [doi]

RESOP: Un método para la reducción de Bases de DatosIsabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Sánchez. jisbd 2006: 261-270

Databases Reduction Simultaneously by Ordered ProjectionIsabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Sánchez, Jesús S. Aguilar-Ruiz. dis 2006: 337-341 [doi]

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