Daniel Castillo-Secilla

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

High Throughput

Biological Knowledge

Gene Expression

Top Venues

Publications

Juan Carlos Gómez-López, Daniel Castillo-Secilla, Jesús González
Improving the Performance of EA-based Multi-population Models for Feature Selection Problems by Reducing the Individual Size in the Initial Population. GECCO Companion (2024)
Juan Carlos Gómez-López, Daniel Castillo-Secilla, Dragi Kimovski, Jesús González
Boosting NSGA-II-Based Wrappers Speedup for High-Dimensional Data: Application to EEG Classification. IWANN (1) (2023)
Juan Carlos Gómez-López, Daniel Castillo-Secilla, Jesús González, Luis Javier Herrera, Ignacio Rojas
Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure. IWANN (1) (2023)
Daniel Castillo-Secilla, Daniel Redondo-Sánchez, Luis Javier Herrera, Ignacio Rojas, Alberto Guillén
Gene Expression Tools from a Technical Perspective: Current Approaches and Alternative Solutions for the KnowSeq Suite. IWBBIO (1) (2022)
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Yésica Molina-Castro, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion. BMC Bioinform. 22 (1) (2021)
Daniel Castillo-Secilla, Juan Manuel Galvez, Francisco Carrillo-Perez, Marta Verona-Almeida, Daniel Redondo-Sánchez, Francisco M. Ortuño Guzman, Luis Javier Herrera, Ignacio Rojas
KnowSeq R-Bioc package: The automatic smart gene expression tool for retrieving relevant biological knowledge. Comput. Biol. Medicine 133 (2021)
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer. BIOMESIP (2021)
Javier Bajo-Morales, Daniel Castillo-Secilla, Luis Javier Herrera, Ignacio Rojas
COVID-19 Biomarkers Detection Using 'KnowSeq' R Package. BIOMESIP (2021)
Juan Manuel Galvez, Daniel Castillo-Secilla, Luis Javier Herrera, Olga Valenzuela, Octavio Caba, José C. Prados, Francisco M. Ortuño Guzman, Ignacio Rojas
Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Juan Carlos Morales, Francisco Carrillo-Perez, Daniel Castillo-Secilla, Ignacio Rojas, Luis Javier Herrera
Enhancing Breast Cancer Classification via Information and Multi-model Integration. IWBBIO (2020)