Carlos A. Peña-Reyes

Publication Activity (10 Years)

Years Active: 2000-2021
Publications (10 Years): 11

Top Topics

Machine Learning

Computational Chemistry

Gene Expression Datasets

Myocardial Infarction

Top Venues

Publications

Zahra Mungloo-Dilmohamud, Yasmina Jaufeerally-Fakim, Carlos A. Peña-Reyes
Multi-Objective Optimisation for Improved Feature Selection. ICBBT (2021)
Zahra Mungloo-Dilmohamud, Yasmina Jaufeerally-Fakim, Carlos A. Peña-Reyes
Ensemble Feature Selection: Are Stability Metrics a Proxy or a Complement to Predictive Performance? ICBBT (2021)
Zahra Mungloo-Dilmohamud, Yasmina Jaufeerally-Fakim, Carlos A. Peña-Reyes
Stability of Feature Selection Methods: A Study of Metrics Across Different Gene Expression Datasets. IWBBIO (2020)
Juan Fernando López, Jesús Alfonso López Sotelo, Diogo Manuel Carvalho Leite, Carlos A. Peña-Reyes
Applying one-class learning algorithms to predict phage-bacteria interactions. LA-CCI (2019)
Zahra Mungloo-Dilmohamud, Yasmina Jaufeerally-Fakim, Carlos A. Peña-Reyes
Exploring the Stability of Feature Selection Methods across a Palette of Gene Expression Datasets. ICBBE (2019)
Diana Victoria Ramírez López, María Isabel Melo Escobar, Carlos A. Peña-Reyes, Álvaro J. Rojas Arciniegas, Paola Andrea Neuta Arciniegas
Isolation, Characterization, and Agent-Based Modeling of Mesenchymal Stem Cells in a Bio-construct for Myocardial Regeneration Scaffold Design. Data 4 (2) (2019)
Diogo Manuel Carvalho Leite, Xavier Brochet, Grégory Resch, Yok-Ai Que, Aitana Neves, Carlos A. Peña-Reyes
Computational prediction of inter-species relationships through omics data analysis and machine learning. BMC Bioinform. (14) (2018)
Diogo Manuel Carvalho Leite, Juan Fernando López, Xavier Brochet, Miguel Arturo Barreto-Sanz, Yok-Ai Que, Grégory Resch, Carlos A. Peña-Reyes
Exploration of multiclass and one-class learning methods for prediction of phage-bacteria interaction at strain level. BIBM (2018)
Zahra Mungloo-Dilmohamud, Gary Marigliano, Yasmina Jaufeerally-Fakim, Carlos A. Peña-Reyes
A Comparative Study of Feature Selection Methods for Biomarker Discovery. BIBM (2018)
Diana Victoria Ramírez López, Carlos A. Peña-Reyes, Álvaro J. Rojas
Agent-based modeling of mesenchymal stem cells on a 3D-printed bio-device for the regenerative treatment of the infarcted myocardium. BIBM (2018)
Diogo Manuel Carvalho Leite, Xavier Brochet, Grégory Resch, Yok-Ai Que, Aitana Neves, Carlos A. Peña-Reyes
Computational Prediction of Host-Pathogen Interactions Through Omics Data Analysis and Machine Learning. IWBBIO (2) (2017)
Miguel A. Melgarejo, Carlos A. Peña-Reyes
Implementing Interval Type-2 Fuzzy Processors [Developmental Tools]. IEEE Comput. Intell. Mag. 2 (1) (2007)
Carlos A. Peña-Reyes, Moshe Sipper
Applying Fuzzy CoCo to breast cancer diagnosis. CEC (2000)