Juan A. Nepomuceno

24 papers B 1C 4Misc 2Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation.
CoRR
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro
2025 J jnl
CoSTI: Consistency models for (a faster) spatio-temporal imputation.
Knowl. Based Syst.
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro
2025 J jnl
Synthetic Data Generation for Healthcare: Exploring Generative Adversarial Networks Variants for Medical Tabular Data.
Int. J. Data Sci. Anal.
Halal Abdulrahman Ahmed, Juan A. Nepomuceno, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro
2024 J jnl
TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models.
CoRR
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro
2023 J jnl
Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study.
Appl. Intell.
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, José Cristóbal Riquelme Santos, Isabel A. Nepomuceno-Chamorro
2023 — conf
Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks.
SOCO (2)
Halal Abdulrahman Ahmed, Juan A. Nepomuceno, Belén Vega-Márquez, Isabel A. Nepomuceno-Chamorro
2020 J jnl
Using prior knowledge in the inference of gene association networks.
Appl. Intell.
Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, José Luis Galván-Rojas, Belén Vega-Márquez, Cristina Rubio-Escudero
2018 J jnl
An application of the Shapley value to the analysis of co-expression networks.
Appl. Netw. Sci.
Giulia Cesari, Encarnación Algaba, Stefano Moretti, Juan A. Nepomuceno
2018 J jnl
Pairwise gene GO-based measures for biclustering of high-dimensional expression data.
BioData Min.
Juan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz
2017 — conf
A Game Theoretic Neighbourhood-Based Relevance Index.
COMPLEX NETWORKS
Giulia Cesari, Encarnación Algaba, Stefano Moretti, Juan A. Nepomuceno
2016 Misc conf
Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure.
HAIS
Juan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz
2015 J jnl
Integrating biological knowledge based on functional annotations for biclustering of gene expression data.
Comput. Methods Programs Biomed.
Juan A. Nepomuceno, Alicia Troncoso Lora, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz
2015 J jnl
Scatter search-based identification of local patterns with positive and negative correlations in gene expression data.
Appl. Soft Comput.
Juan A. Nepomuceno, Alicia Troncoso, Jesús S. Aguilar-Ruiz
2011 — conf
A local search in Scatter Search for improving Biclusters.
NaBIC
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz
2011 J jnl
Biclustering of Gene Expression Data by Correlation-Based Scatter Search.
BioData Min.
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz
2011 C conf
Inferring gene coexpression networks with Biclustering based on Scatter Search.
ISDA
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz
2010 — conf
Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data.
EvoBIO
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz
2010 Misc conf
Evolutionary metaheuristic for biclustering based on linear correlations among genes.
SAC
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz
2009 — conf
A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms.
PRIB
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz
2009 C conf
An Overlapping Control-Biclustering Algorithm from Gene Expression Data
ISDA
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz
2007 C conf
Biclusters Evaluation Based on Shifting and Scaling Patterns.
IDEAL
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez
2006 C conf
A Measure for Data Set Editing by Ordered Projections.
IEA/AIE
Jesús S. Aguilar-Ruiz, Juan A. Nepomuceno, Norberto Díaz-Díaz, Isabel A. Nepomuceno-Chamorro
2006 B conf
Databases Reduction Simultaneously by Ordered Projection.
Discovery Science
Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Sánchez, Jesús S. Aguilar-Ruiz
2006 — conf
RESOP: Un método para la reducción de Bases de Datos.
JISBD
Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Sánchez