Carlos A. Peña-Reyes

Orcid: 0000-0002-2113-6498

Affiliations:
  • University of Applied Sciences Western Switzerland, Vaud, Switzerland
  • École Polytechnique Fédérale de Lausanne, Switzerland (PhD 2002)


According to our database1, Carlos A. Peña-Reyes authored at least 40 papers between 1999 and 2023.

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

Timeline

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Bibliography

2023
An Ensemble-Based Phenotype Classifier to Diagnose Crohn's Disease from 16s rRNA Gene Sequences.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022
Bacteriophage Genetic Edition Using LSTM.
Frontiers Bioinform., 2022

2021
Multi-Objective Optimisation for Improved Feature Selection.
Proceedings of the ICBBT 2021: 13th International Conference on Bioinformatics and Biomedical Technology, Xi'an, China, May 21, 2021

Ensemble Feature Selection: Are Stability Metrics a Proxy or a Complement to Predictive Performance?
Proceedings of the ICBBT 2021: 13th International Conference on Bioinformatics and Biomedical Technology, Xi'an, China, May 21, 2021

2020
Stability of Feature Selection Methods: A Study of Metrics Across Different Gene Expression Datasets.
Proceedings of the Bioinformatics and Biomedical Engineering, 2020

Towards BacterioPhage Genetic Edition: Deep Learning Prediction of Phage-Bacterium Interactions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Isolation, Characterization, and Agent-Based Modeling of Mesenchymal Stem Cells in a Bio-construct for Myocardial Regeneration Scaffold Design.
Data, 2019

Applying one-class learning algorithms to predict phage-bacteria interactions.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019

Exploring the Stability of Feature Selection Methods across a Palette of Gene Expression Datasets.
Proceedings of the ICBBE '19: 2019 6th International Conference on Biomedical and Bioinformatics Engineering, 2019

2018
Deep Learning on Retina Images as Screening Tool for Diagnostic Decision Support.
CoRR, 2018

Computational prediction of inter-species relationships through omics data analysis and machine learning.
BMC Bioinform., 2018

A Comparative Study of Feature Selection Methods for Biomarker Discovery.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Agent-based modeling of mesenchymal stem cells on a 3D-printed bio-device for the regenerative treatment of the infarcted myocardium.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Exploration of multiclass and one-class learning methods for prediction of phage-bacteria interaction at strain level.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
A Meta-Review of Feature Selection Techniques in the Context of Microarray Data.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Computational Prediction of Host-Pathogen Interactions Through Omics Data Analysis and Machine Learning.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Exploring Internal Representations of Deep Neural Networks.
Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017

Towards a Better Understanding of Deep Neural Networks Representations using Deep Generative Networks.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

2014
Living Emerging Worlds for Games.
Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

2012
Evolving very-compact fuzzy models for gene expression data analysis.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2010
Extrinsic Evolution of Fuzzy Systems Applied to Disease Diagnosis.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

2009
Tuning Parameters in Fuzzy Growing Hierarchical Self-Organizing Networks.
Proceedings of the Constructive Neural Networks, 2009

2008
Fuzzy Growing Hierarchical Self-Organizing Networks.
Proceedings of the Artificial Neural Networks, 2008

2007
Implementing Interval Type-2 Fuzzy Processors [Developmental Tools].
IEEE Comput. Intell. Mag., 2007

2006
A Genetic-Fuzzy System Approach to Control a Model of the HIV Infection Dynamics.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

A Method for the Fuzzification of Categorical Variables.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
An FPGA platform for on-line topology exploration of spiking neural networks.
Microprocess. Microsystems, 2005

A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004
Computational model and architectural proposal for a hardware type-2 fuzzy system.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

Hardware architecture and FPGA implementation of a type-2 fuzzy system.
Proceedings of the 14th ACM Great Lakes Symposium on VLSI 2004, 2004

Pro-Two: a hardware based platform for real time type-2 fuzzy inference.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

A Hardware Implementation of a Network of Functional Spiking Neurons with Hebbian Learning.
Proceedings of the Biologically Inspired Approaches to Advanced Information Technology, 2004

Coevolutionary Fuzzy Modeling
Lecture Notes in Computer Science 3204, Springer, ISBN: 3-540-22994-9, 2004

2003
An Functional Spiking Neuron Hardware Oriented Model.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

COBRA: An Evolved Online Tool for Mammography Interpretation.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002
Sensitive, specific, and interpretable: evolving a fuzzy mammographic-interpretation assessment tool.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
Fuzzy CoCo: a cooperative-coevolutionary approach to fuzzy modeling.
IEEE Trans. Fuzzy Syst., 2001

2000
Evolutionary computation in medicine: an overview.
Artif. Intell. Medicine, 2000

Applying Fuzzy CoCo to breast cancer diagnosis.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999
A fuzzy-genetic approach to breast cancer diagnosis.
Artif. Intell. Medicine, 1999


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