Juan A. Nepomuceno

According to our database, Juan A. Nepomuceno authored at least 20 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study.

Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, José Cristóbal Riquelme Santos, Isabel A. Nepomuceno-Chamorro

Appl. Intell., December, 2023

Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks.

Halal Abdulrahman Ahmed, Juan A. Nepomuceno, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

2020

Using prior knowledge in the inference of gene association networks.

Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, José Luis Galván-Rojas, Belén Vega-Márquez, Cristina Rubio-Escudero

Appl. Intell., 2020

2018

Pairwise gene GO-based measures for biclustering of high-dimensional expression data.

Juan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz

BioData Min., 2018

An application of the Shapley value to the analysis of co-expression networks.

Giulia Cesari, Encarnación Algaba, Stefano Moretti, Juan A. Nepomuceno

Appl. Netw. Sci., 2018

2017

A Game Theoretic Neighbourhood-Based Relevance Index.

Giulia Cesari, Encarnación Algaba, Stefano Moretti, Juan A. Nepomuceno

Proceedings of the Complex Networks & Their Applications VI, 2017

2016

Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure.

Juan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz

Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2015

Integrating biological knowledge based on functional annotations for biclustering of gene expression data.

Juan A. Nepomuceno, Alicia Troncoso Lora, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz

Comput. Methods Programs Biomed., 2015

Scatter search-based identification of local patterns with positive and negative correlations in gene expression data.

Juan A. Nepomuceno, Alicia Troncoso, Jesús S. Aguilar-Ruiz

Appl. Soft Comput., 2015

2011

Biclustering of Gene Expression Data by Correlation-Based Scatter Search.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz

BioData Min., 2011

A local search in Scatter Search for improving Biclusters.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Inferring gene coexpression networks with Biclustering based on Scatter Search.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010

Evolutionary metaheuristic for biclustering based on linear correlations among genes.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz

Proceedings of the Evolutionary Computation, 2010

2009

A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz

Proceedings of the Pattern Recognition in Bioinformatics, 2009

An Overlapping Control-Biclustering Algorithm from Gene Expression Data

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2007

Biclusters Evaluation Based on Shifting and Scaling Patterns.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2006

RESOP: Un método para la reducción de Bases de Datos.

Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Sánchez

Proceedings of the XI Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2006), 2006

A Measure for Data Set Editing by Ordered Projections.

Jesús S. Aguilar-Ruiz, Juan A. Nepomuceno, Norberto Díaz-Díaz, Isabel A. Nepomuceno-Chamorro

Proceedings of the Advances in Applied Artificial Intelligence, 2006

Databases Reduction Simultaneously by Ordered Projection.

Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Sánchez, Jesús S. Aguilar-Ruiz

Proceedings of the Discovery Science, 9th International Conference, 2006