Databases Reduction Simultaneously by Ordered Projection. - Isabel A. Nepomuceno-Chamorro; Juan A. Nepomuceno; Roberto Ruiz Sánchez; Jesús S. Aguilar-Ruiz (Discovery Science, 2006)

A Measure for Data Set Editing by Ordered Projections. - Jesús S. Aguilar-Ruiz; Juan A. Nepomuceno; Norberto Díaz-Díaz; Isabel A. Nepomuceno-Chamorro (IEA/AIE, 2006)

RESOP: Un método para la reducción de Bases de Datos. - Isabel A. Nepomuceno-Chamorro; Juan A. Nepomuceno; Roberto Ruiz Sánchez (JISBD, 2006)

Biclusters Evaluation Based on Shifting and Scaling Patterns. - Juan A. Nepomuceno; Alicia Troncoso Lora; Jesús S. Aguilar-Ruiz; Jorge García-Gutiérrez (IDEAL, 2007)

An Overlapping Control-Biclustering Algorithm from Gene Expression Data - Juan A. Nepomuceno; Alicia Troncoso Lora; Jesús S. Aguilar-Ruiz (ISDA, 2009)

A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms. - Juan A. Nepomuceno; Alicia Troncoso Lora; Jesús S. Aguilar-Ruiz (PRIB, 2009)

Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data. - Juan A. Nepomuceno; Alicia Troncoso Lora; Jesús S. Aguilar-Ruiz (EvoBIO, 2010)

Evolutionary metaheuristic for biclustering based on linear correlations among genes. - Juan A. Nepomuceno; Alicia Troncoso Lora; Jesús S. Aguilar-Ruiz (SAC, 2010)

Inferring gene coexpression networks with Biclustering based on Scatter Search. - Juan A. Nepomuceno; Alicia Troncoso Lora; Jesús S. Aguilar-Ruiz (ISDA, 2011)

A local search in Scatter Search for improving Biclusters. - Juan A. Nepomuceno; Alicia Troncoso Lora; Jesús S. Aguilar-Ruiz (NaBIC, 2011)

Biclustering of Gene Expression Data by Correlation-Based Scatter Search. - Juan A. Nepomuceno; Alicia Troncoso Lora; Jesús S. Aguilar-Ruiz (BioData Min., 2011)

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)

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)

Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure. - Juan A. Nepomuceno; Alicia Troncoso; Isabel A. Nepomuceno-Chamorro; Jesús S. Aguilar-Ruiz (HAIS, 2016)

A Game Theoretic Neighbourhood-Based Relevance Index. - Giulia Cesari; Encarnación Algaba; Stefano Moretti 001; Juan A. Nepomuceno (COMPLEX NETWORKS, 2017)

An application of the Shapley value to the analysis of co-expression networks. - Giulia Cesari; Encarnación Algaba; Stefano Moretti 001; Juan A. Nepomuceno (Appl. Netw. Sci., 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)

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)

Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks. - Halal Abdulrahman Ahmed; Juan A. Nepomuceno; Belén Vega-Márquez; Isabel A. Nepomuceno-Chamorro (SOCO (2), 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., 2023)

TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models. - Javier Solís-García; Belén Vega-Márquez; Juan A. Nepomuceno; Isabel A. Nepomuceno-Chamorro (CoRR, 2024)

CoSTI: Consistency models for (a faster) spatio-temporal imputation. - Javier Solís-García; Belén Vega-Márquez; Juan A. Nepomuceno; Isabel A. Nepomuceno-Chamorro (Knowl. Based Syst., 2025)