A fuzzy-genetic approach to breast cancer diagnosis. - Carlos Andrés Peña-Reyes; Moshe Sipper (Artif. Intell. Medicine, 1999)

Applying Fuzzy CoCo to breast cancer diagnosis. - Carlos A. Peña-Reyes; Moshe Sipper (CEC, 2000)

Evolutionary computation in medicine: an overview. - Carlos Andrés Peña-Reyes; Moshe Sipper (Artif. Intell. Medicine, 2000)

Fuzzy CoCo: a cooperative-coevolutionary approach to fuzzy modeling. - Carlos Andrés Peña-Reyes; Moshe Sipper (IEEE Trans. Fuzzy Syst., 2001)

Sensitive, specific, and interpretable: evolving a fuzzy mammographic-interpretation assessment tool. - Carlos Andrés Peña-Reyes; Moshe Sipper; Luis Prieto (FUZZ-IEEE, 2002)

COBRA: An Evolved Online Tool for Mammography Interpretation. - Carlos Andrés Peña-Reyes; Rosa Villa; Luis Prieto; Eduardo Sanchez (IWANN (1), 2003)

An Functional Spiking Neuron Hardware Oriented Model. - Andres Upegui; Carlos Andrés Peña-Reyes; Eduardo Sanchez (IWANN (1), 2003)

Coevolutionary Fuzzy Modeling - Carlos Andrés Peña-Reyes (Springer, 2004)

A Hardware Implementation of a Network of Functional Spiking Neurons with Hebbian Learning. - Andres Upegui; Carlos Andrés Peña-Reyes; Eduardo Sanchez (BioADIT, 2004)

Pro-Two: a hardware based platform for real time type-2 fuzzy inference. - Miguel A. Melgarejo; Antonio García; Carlos Andrés Peña-Reyes (FUZZ-IEEE, 2004)

Hardware architecture and FPGA implementation of a type-2 fuzzy system. - Miguel A. Melgarejo; Carlos Andrés Peña-Reyes (ACM Great Lakes Symposium on VLSI, 2004)

Computational model and architectural proposal for a hardware type-2 fuzzy system. - Miguel A. Melgarejo; Carlos Andrés Peña-Reyes; Antonio García (Neural Networks and Computational Intelligence, 2004)

A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems. - Grégory Mermoud; Andres Upegui; Carlos Andrés Peña-Reyes; Eduardo Sanchez (IWANN, 2005)

An FPGA platform for on-line topology exploration of spiking neural networks. - Andres Upegui; Carlos Andrés Peña-Reyes; Eduardo Sanchez (Microprocess. Microsystems, 2005)

A Method for the Fuzzification of Categorical Variables. - Etienne Jodoin; Carlos Andrés Peña-Reyes; Eduardo Sanchez (FUZZ-IEEE, 2006)

A Genetic-Fuzzy System Approach to Control a Model of the HIV Infection Dynamics. - Miguel A. Melgarejo; Carlos Andrés Peña-Reyes; Eduardo Sanchez (FUZZ-IEEE, 2006)

Implementing Interval Type-2 Fuzzy Processors [Developmental Tools]. - Miguel A. Melgarejo; Carlos A. Peña-Reyes (IEEE Comput. Intell. Mag., 2007)

Fuzzy Growing Hierarchical Self-Organizing Networks. - Miguel Arturo Barreto-Sanz; Andrés Pérez-Uribe; Carlos Andrés Peña-Reyes; Marco Tomassini (ICANN (2), 2008)

Tuning Parameters in Fuzzy Growing Hierarchical Self-Organizing Networks. - Miguel Arturo Barreto-Sanz; Andrés Pérez-Uribe; Carlos Andrés Peña-Reyes; Marco Tomassini (Constructive Neural Networks, 2009)

Extrinsic Evolution of Fuzzy Systems Applied to Disease Diagnosis. - Joël Rossier; Carlos Andrés Peña (ICES, 2010)

Evolving very-compact fuzzy models for gene expression data analysis. - Miguel Arturo Barreto-Sanz; Alexandre Bujard; Carlos Andrés Peña-Reyes (BIBE, 2012)

Living Emerging Worlds for Games. - Nicolas Jakob; Carlos Andrés Peña (WIVACE, 2014)

Towards a Better Understanding of Deep Neural Networks Representations using Deep Generative Networks. - Jérémie Despraz; Stéphane Gomez; Héctor F. Satizábal; Carlos Andrés Peña-Reyes (IJCCI, 2017)

Exploring Internal Representations of Deep Neural Networks. - Jérémie Despraz; Stéphane Gomez; Héctor F. Satizábal; Carlos Andrés Peña-Reyes (IJCCI (Selected Papers), 2017)

Computational Prediction of Host-Pathogen Interactions Through Omics Data Analysis and Machine Learning. - Diogo Manuel Carvalho Leite; Xavier Brochet; Grégory Resch; Yok-Ai Que; Aitana Neves; Carlos A. Peña-Reyes (IWBBIO (2), 2017)

A Meta-Review of Feature Selection Techniques in the Context of Microarray Data. - Zahra Mungloo-Dilmohamud; Yasmina Jaufeerally-Fakim; Carlos Andrés Peña-Reyes (IWBBIO (1), 2017)

Exploration of multiclass and one-class learning methods for prediction of phage-bacteria interaction at strain level. - Diogo Manuel Carvalho Leite; Juan Fernando López; Xavier Brochet; Miguel Arturo Barreto-Sanz; Yok-Ai Que; Grégory Resch; Carlos A. Peña-Reyes (BIBM, 2018)

Agent-based modeling of mesenchymal stem cells on a 3D-printed bio-device for the regenerative treatment of the infarcted myocardium. - Diana Victoria Ramírez López; Carlos A. Peña-Reyes; Álvaro J. Rojas (BIBM, 2018)

A Comparative Study of Feature Selection Methods for Biomarker Discovery. - Zahra Mungloo-Dilmohamud; Gary Marigliano; Yasmina Jaufeerally-Fakim; Carlos A. Peña-Reyes (BIBM, 2018)

Computational prediction of inter-species relationships through omics data analysis and machine learning. - Diogo Manuel Carvalho Leite; Xavier Brochet; Grégory Resch; Yok-Ai Que; Aitana Neves; Carlos A. Peña-Reyes (BMC Bioinform., 2018)

Deep Learning on Retina Images as Screening Tool for Diagnostic Decision Support. - Maria Camila Alvarez Trivino; Jérémie Despraz; Jesús Alfonso López Sotelo; Carlos Andrés Peña (CoRR, 2018)

Exploring the Stability of Feature Selection Methods across a Palette of Gene Expression Datasets. - Zahra Mungloo-Dilmohamud; Yasmina Jaufeerally-Fakim; Carlos A. Peña-Reyes (ICBBE, 2019)

Applying one-class learning algorithms to predict phage-bacteria interactions. - Juan Fernando López; Jesús Alfonso López Sotelo; Diogo Manuel Carvalho Leite; Carlos A. Peña-Reyes (LA-CCI, 2019)

Isolation, Characterization, and Agent-Based Modeling of Mesenchymal Stem Cells in a Bio-construct for Myocardial Regeneration Scaffold Design. - Diana Victoria Ramírez López; María Isabel Melo Escobar; Carlos A. Peña-Reyes; Álvaro J. Rojas Arciniegas; Paola Andrea Neuta Arciniegas (Data, 2019)

Towards BacterioPhage Genetic Edition: Deep Learning Prediction of Phage-Bacterium Interactions. - Shabnam Ataee; Óscar Rodríguez; Xavier Brochet; Carlos Andrés Peña (BIBM, 2020)

Stability of Feature Selection Methods: A Study of Metrics Across Different Gene Expression Datasets. - Zahra Mungloo-Dilmohamud; Yasmina Jaufeerally-Fakim; Carlos A. Peña-Reyes (IWBBIO, 2020)

Ensemble Feature Selection: Are Stability Metrics a Proxy or a Complement to Predictive Performance? - Zahra Mungloo-Dilmohamud; Yasmina Jaufeerally-Fakim; Carlos A. Peña-Reyes (ICBBT, 2021)

Multi-Objective Optimisation for Improved Feature Selection. - Zahra Mungloo-Dilmohamud; Yasmina Jaufeerally-Fakim; Carlos A. Peña-Reyes (ICBBT, 2021)

Bacteriophage Genetic Edition Using LSTM. - Shabnam Ataee; Xavier Brochet; Carlos Andrés Peña-Reyes (Frontiers Bioinform., 2022)

An Ensemble-Based Phenotype Classifier to Diagnose Crohn's Disease from 16s rRNA Gene Sequences. - Lara Vázquez-González; Carlos Andrés Peña-Reyes; Carlos Balsa-Castro; Inmaculada Tomás; María J. Carreira (IbPRIA, 2023)