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ORCIDCarlos A. Peña-Reyes
Person information
- affiliation: University of Applied Sciences Western Switzerland, Vaud, Switzerland
- affiliation (PhD 2002): École Polytechnique Fédérale de Lausanne, Switzerland
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2020 – today
- 2023
[c29]Lara Vázquez-González
, Carlos Andrés Peña-Reyes, Carlos Balsa-Castro, Inmaculada Tomás, María J. Carreira:
An Ensemble-Based Phenotype Classifier to Diagnose Crohn's Disease from 16s rRNA Gene Sequences. IbPRIA 2023: 557-568- 2022
- [j8]Shabnam Ataee, Xavier Brochet, Carlos Andrés Peña-Reyes:
Bacteriophage Genetic Edition Using LSTM. Frontiers Bioinform. 2 (2022) - 2021
- [c28]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: 108-115 - [c27]Zahra Mungloo-Dilmohamud, Yasmina Jaufeerally-Fakim, Carlos A. Peña-Reyes:
Multi-Objective Optimisation for Improved Feature Selection. ICBBT 2021: 155-162 - 2020
- [c26]Shabnam Ataee, Óscar Rodríguez, Xavier Brochet, Carlos Andrés Peña:
Towards BacterioPhage Genetic Edition: Deep Learning Prediction of Phage-Bacterium Interactions. BIBM 2020: 2946-2948 - [c25]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: 659-669
2010 – 2019
- 2019
- [j7]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): 71 (2019) - [c24]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: 7-12 - [c23]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: 1-6 - 2018
- [j6]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. 19-S(14): 151-159 (2018) - [c22]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: 1818-1825 - [c21]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: 2033-2040 - [c20]Zahra Mungloo-Dilmohamud, Gary Marigliano, Yasmina Jaufeerally-Fakim, Carlos A. Peña-Reyes:
A Comparative Study of Feature Selection Methods for Biomarker Discovery. BIBM 2018: 2789-2791 - [i1]Maria Camila Alvarez Trivino, Jérémie Despraz, Jesús Alfonso López Sotelo, Carlos Andrés Peña:
Deep Learning on Retina Images as Screening Tool for Diagnostic Decision Support. CoRR abs/1807.09232 (2018) - 2017
- [c19]Jérémie Despraz, Stéphane Gomez, Héctor F. Satizábal, Carlos Andrés Peña-Reyes:
Exploring Internal Representations of Deep Neural Networks. IJCCI (Selected Papers) 2017: 119-138 - [c18]Jérémie Despraz, Stéphane Gomez, Héctor F. Satizábal, Carlos Andrés Peña-Reyes:
Towards a Better Understanding of Deep Neural Networks Representations using Deep Generative Networks. IJCCI 2017: 215-222 - [c17]Zahra Mungloo-Dilmohamud, Yasmina Jaufeerally-Fakim, Carlos Andrés Peña-Reyes:
A Meta-Review of Feature Selection Techniques in the Context of Microarray Data. IWBBIO (1) 2017: 33-49 - [c16]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: 360-371 - 2014
- [c15]Nicolas Jakob, Carlos Andrés Peña:
Living Emerging Worlds for Games. WIVACE 2014: 37-46 - 2012
- [c14]Miguel Arturo Barreto-Sanz, Alexandre Bujard, Carlos Andrés Peña-Reyes:
Evolving very-compact fuzzy models for gene expression data analysis. BIBE 2012: 356-361 - 2010
- [c13]Joël Rossier, Carlos Andrés Peña:
Extrinsic Evolution of Fuzzy Systems Applied to Disease Diagnosis. ICES 2010: 226-237
2000 – 2009
- 2009
- [p1]Miguel Arturo Barreto-Sanz, Andrés Pérez-Uribe, Carlos Andrés Peña-Reyes, Marco Tomassini:
Tuning Parameters in Fuzzy Growing Hierarchical Self-Organizing Networks. Constructive Neural Networks 2009: 261-279 - 2008
- [c12]Miguel Arturo Barreto-Sanz, Andrés Pérez-Uribe, Carlos Andrés Peña-Reyes, Marco Tomassini:
Fuzzy Growing Hierarchical Self-Organizing Networks. ICANN (2) 2008: 713-722 - 2007
- [j5]Miguel A. Melgarejo, Carlos A. Peña-Reyes:
Implementing Interval Type-2 Fuzzy Processors [Developmental Tools]. IEEE Comput. Intell. Mag. 2(1): 63-71 (2007) - 2006
- [c11]Etienne Jodoin, Carlos Andrés Peña-Reyes, Eduardo Sanchez:
A Method for the Fuzzification of Categorical Variables. FUZZ-IEEE 2006: 831-838 - [c10]Miguel A. Melgarejo, Carlos Andrés Peña-Reyes, Eduardo Sanchez:
A Genetic-Fuzzy System Approach to Control a Model of the HIV Infection Dynamics. FUZZ-IEEE 2006: 2323-2330 - 2005
- [j4]Andres Upegui, Carlos Andrés Peña-Reyes, Eduardo Sanchez:
An FPGA platform for on-line topology exploration of spiking neural networks. Microprocess. Microsystems 29(5): 211-223 (2005) - [c9]Grégory Mermoud, Andres Upegui, Carlos Andrés Peña-Reyes, Eduardo Sanchez:
A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems. IWANN 2005: 572-581 - [e1]Oswaldo Velez-Langs, Carlos Andrés Peña-Reyes:
Memorias del Congreso Internacional de Inteligencia Computacional, Montería, Colombia, Agosto 10-12 de 2005. Universidad del Sinu 2005 [contents] - 2004
- [b1]Carlos Andrés Peña-Reyes:
Coevolutionary Fuzzy Modeling. Lecture Notes in Computer Science 3204, Springer 2004, ISBN 3-540-22994-9 - [c8]Andres Upegui, Carlos Andrés Peña-Reyes, Eduardo Sanchez:
A Hardware Implementation of a Network of Functional Spiking Neurons with Hebbian Learning. BioADIT 2004: 233-243 - [c7]Miguel A. Melgarejo, Antonio García, Carlos Andrés Peña-Reyes:
Pro-Two: a hardware based platform for real time type-2 fuzzy inference. FUZZ-IEEE 2004: 977-982 - [c6]Miguel A. Melgarejo, Carlos Andrés Peña-Reyes:
Hardware architecture and FPGA implementation of a type-2 fuzzy system. ACM Great Lakes Symposium on VLSI 2004: 458-461 - [c5]Miguel A. Melgarejo, Carlos Andrés Peña-Reyes, Antonio García:
Computational model and architectural proposal for a hardware type-2 fuzzy system. Neural Networks and Computational Intelligence 2004: 279-284 - 2003
- [c4]Andres Upegui, Carlos Andrés Peña-Reyes, Eduardo Sanchez:
An Functional Spiking Neuron Hardware Oriented Model. IWANN (1) 2003: 136-143 - [c3]Carlos Andrés Peña-Reyes, Rosa Villa, Luis Prieto, Eduardo Sanchez:
COBRA: An Evolved Online Tool for Mammography Interpretation. IWANN (1) 2003: 726-733 - 2002
- [c2]Carlos Andrés Peña-Reyes, Moshe Sipper, Luis Prieto:
Sensitive, specific, and interpretable: evolving a fuzzy mammographic-interpretation assessment tool. FUZZ-IEEE 2002: 837-842 - 2001
- [j3]Carlos Andrés Peña-Reyes, Moshe Sipper:
Fuzzy CoCo: a cooperative-coevolutionary approach to fuzzy modeling. IEEE Trans. Fuzzy Syst. 9(5): 727-737 (2001) - 2000
- [j2]Carlos Andrés Peña-Reyes, Moshe Sipper:
Evolutionary computation in medicine: an overview. Artif. Intell. Medicine 19(1): 1-23 (2000) - [c1]Carlos A. Peña-Reyes, Moshe Sipper:
Applying Fuzzy CoCo to breast cancer diagnosis. CEC 2000: 1168-1175
1990 – 1999
- 1999
- [j1]Carlos Andrés Peña-Reyes, Moshe Sipper:
A fuzzy-genetic approach to breast cancer diagnosis. Artif. Intell. Medicine 17(2): 131-155 (1999)
Coauthor Index
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