Juan A. Nepomuceno

Orcid: 0000-0003-2851-951X

According to our database1, Juan A. Nepomuceno authored at least 21 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models.
CoRR, 2024

2023
Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study.
Appl. Intell., December, 2023

Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks.
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.
Appl. Intell., 2020

2018
Pairwise gene GO-based measures for biclustering of high-dimensional expression data.
BioData Min., 2018

An application of the Shapley value to the analysis of co-expression networks.
Appl. Netw. Sci., 2018

2017
A Game Theoretic Neighbourhood-Based Relevance Index.
Proceedings of the Complex Networks & Their Applications VI, 2017

2016
Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure.
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.
Comput. Methods Programs Biomed., 2015

Scatter search-based identification of local patterns with positive and negative correlations in gene expression data.
Appl. Soft Comput., 2015

2011
Biclustering of Gene Expression Data by Correlation-Based Scatter Search.
BioData Min., 2011

A local search in Scatter Search for improving Biclusters.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Inferring gene coexpression networks with Biclustering based on Scatter Search.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010
Evolutionary metaheuristic for biclustering based on linear correlations among genes.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data.
Proceedings of the Evolutionary Computation, 2010

2009
A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms.
Proceedings of the Pattern Recognition in Bioinformatics, 2009

An Overlapping Control-Biclustering Algorithm from Gene Expression Data
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2007
Biclusters Evaluation Based on Shifting and Scaling Patterns.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2006
RESOP: Un método para la reducción de Bases de Datos.
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.
Proceedings of the Advances in Applied Artificial Intelligence, 2006

Databases Reduction Simultaneously by Ordered Projection.
Proceedings of the Discovery Science, 9th International Conference, 2006


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