Raúl Cruz-Barbosa

37 papers C 3Misc 2Journal 17Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the explanation of COVID-19 blood test variables using fuzzy models.
J. Intell. Fuzzy Syst.
Arturo Téllez-Velázquez, Pierre A. Delice, Rafael Salgado-Leyva, Raúl Cruz-Barbosa
2026 J jnl
Optimizing Deep Neural Networks with Differential Evolution for COVID-19 Diagnosis.
Computación y Sistemas (CyS)
Néstor U. Hernández-Cortez, Arturo Téllez-Velázquez, Prometeo Cortés-Antonio, Patricia Melin, Raúl Cruz-Barbosa
2025 J jnl
Semantic Reasoning Using Standard Attention-Based Models: An Application to Chronic Disease Literature.
Big Data Cogn. Comput.
Yalbi Itzel Balderas-Martínez, José Armando Sánchez-Rojas, Arturo Téllez-Velázquez, Flavio Juárez-Martínez, Raúl Cruz-Barbosa, Enrique Guzmán-Ramírez, Iván García-Pacheco, Ignacio Arroyo-Fernández
2021 J jnl
Common Sense Knowledge Learning for Open Vocabulary Neural Reasoning: A First View into Chronic Disease Literature.
CoRR
Ignacio Arroyo-Fernández, José Armando Sánchez-Rojas, Arturo Téllez-Velázquez, Flavio Juárez-Martínez, Raúl Cruz-Barbosa, Enrique Guzmán-Ramírez, Yalbi Itzel Balderas-Martínez
2021 — conf
Lung-Nodule Segmentation Using a Convolutional Neural Network with the U-Net Architecture.
MCPR
Vicente Hernández-Solis, Arturo Téllez-Velázquez, Antonio Orantes-Molina, Raúl Cruz-Barbosa
2021 J jnl
On the Feasibility of Fast Fourier Transform Separability Property for Distributed Image Processing.
Sci. Program.
Arturo Téllez-Velázquez, Raúl Cruz-Barbosa
2020 J jnl
Mass segmentation of mammograms using Markov models associated with constrained clustering.
Medical Biol. Eng. Comput.
Raúl Cruz-Barbosa, Saiveth Hernández-Hernández, Luis Enrique Sucar
2019 J jnl
A Spark image processing toolkit.
Concurr. Comput. Pract. Exp.
Arturo Téllez-Velázquez, Raúl Cruz-Barbosa
2018 J jnl
A CUDA-streams inference machine for non-singleton fuzzy systems.
Concurr. Comput. Pract. Exp.
Arturo Téllez-Velázquez, Raúl Cruz-Barbosa
2018 J jnl
A Feasible Genetic Optimization Strategy for Parametric Interval Type-2 Fuzzy Logic Systems.
Int. J. Fuzzy Syst.
Arturo Téllez-Velázquez, Herón Molina-Lozano, Luis A. Villa-Vargas, Raúl Cruz-Barbosa, Esther Lugo-González, Ildar Z. Batyrshin, Imre J. Rudas
2018 — conf
Improving Breast Mass Classification Through Kernel Methods and the Fusion of Clinical Data and Image Descriptors.
MCPR
Saiveth Hernández-Hernández, Antonio Orantes-Molina, Raúl Cruz-Barbosa
2017 J jnl
Análisis exploratorio para la caracterización de la adicción a la cocaína a través del aprendizaje computacional.
Res. Comput. Sci.
Arturo Téllez-Velázquez, Eduardo A. Garza-Villareal, Jorge J. González-Olvera, Raúl Cruz-Barbosa
2015 — conf
Improving Bayesian Networks Breast Mass Diagnosis by Using Clinical Data.
MCPR
Verónica Rodríguez-López, Raúl Cruz-Barbosa
2015 J jnl
The influence of alignment-free sequence representations on the semi-supervised classification of class C G protein-coupled receptors.
Medical Biol. Eng. Comput.
Raúl Cruz-Barbosa, Alfredo Vellido, Jesús Giraldo
2014 — conf
On the Breast Mass Diagnosis Using Bayesian Networks.
MICAI (2)
Verónica Rodríguez-López, Raúl Cruz-Barbosa
2013 — conf
Advances in Semi-Supervised Alignment-Free Classication of G Protein-Coupled Receptors.
IWBBIO
Raúl Cruz-Barbosa, Alfredo Vellido, Jesús Giraldo
2013 J jnl
Aprendizaje generativo de variedades para la exploración de datos parcialmente etiquetados.
Computación y Sistemas
Raúl Cruz-Barbosa, Alfredo Vellido
2013 — conf
SVM-Based Classification of Class C GPCRs from Alignment-Free Physicochemical Transformations of Their Sequences.
ICIAP Workshops
Caroline König, Raúl Cruz-Barbosa, René Alquézar, Alfredo Vellido
2011 — conf
Comparative Diagnostic Accuracy of Linear and Nonlinear Feature Extraction Methods in a Neuro-oncology Problem.
MCPR
Raúl Cruz-Barbosa, David Bautista-Villavicencio, Alfredo Vellido
2011 — conf
Leukocytes Classification using Bayesian Networks.
ICAART (1)
Verónica Rodríguez-López, Raúl Cruz-Barbosa
2011 J jnl
On Geodesic Distance Computation: An Experimental Study.
Res. Comput. Sci.
David Bautista-Villavicencio, Raúl Cruz-Barbosa
2011 J jnl
On Leukocytes Classification: A Comparative Study.
Res. Comput. Sci.
Raúl Cruz-Barbosa, Verónica Rodríguez-López
2011 C conf
On the Computation of the Geodesic Distance with an Application to Dimensionality Reduction in a Neuro-Oncology Problem.
CIARP
Raúl Cruz-Barbosa, David Bautista-Villavicencio, Alfredo Vellido
2011 — conf
Regional Flood Frequency Estimation for the Mexican Mixteca Region by Clustering Techniques.
MICAI (2)
Felix Emilio Luis-Pérez, Raúl Cruz-Barbosa, Gabriela Álvarez-Olguin
2011 J jnl
Semi-Supervised Analysis of Human Brain Tumours from Partially Labeled MRS Information, Using Manifold Learning Models.
Int. J. Neural Syst.
Raúl Cruz-Barbosa, Alfredo Vellido
2010 J jnl
Semi-supervised geodesic Generative Topographic Mapping.
Pattern Recognit. Lett.
Raúl Cruz-Barbosa, Alfredo Vellido
2009 Misc conf
Comparative Evaluation of Semi-supervised Geodesic GTM.
HAIS
Raúl Cruz-Barbosa, Alfredo Vellido
2009 — —
Generative manifold learning for the exploration of partially labeled data.
Raúl Cruz-Barbosa
2009 C conf
Semi-supervised Outcome Prediction for a Type of Human Brain Tumour Using Partially Labeled MRS Information.
IDEAL
Raúl Cruz-Barbosa, Alfredo Vellido
2008 — conf
Geodesic Generative Topographic Mapping.
IBERAMIA
Raúl Cruz-Barbosa, Alfredo Vellido
2008 C conf
On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model.
IDEAL
Raúl Cruz-Barbosa, Alfredo Vellido
2008 — conf
Two-Stage Clustering of a Human Brain Tumour Dataset using Manifold Learning Models.
BIOSIGNALS (2)
Raúl Cruz-Barbosa, Alfredo Vellido
2008 Misc conf
Unfolding the Manifold in Generative Topographic Mapping.
HAIS
Raúl Cruz-Barbosa, Alfredo Vellido
2007 — conf
On the Influence of Class Information in the Two-Stage Clustering of a Human Brain Tumour Dataset.
MICAI
Raúl Cruz-Barbosa, Alfredo Vellido
2007 — conf
On the Initialization of Two-Stage Clustering with Class-GTM.
CAEPIA
Raúl Cruz-Barbosa, Alfredo Vellido
2006 — conf
On the improvement of brain tumour data clustering using class information.
STAIRS
Raúl Cruz-Barbosa, Alfredo Vellido
2002 J jnl
Reconocimiento de Símbolos Musicales usando una Combinación de Técnicas de PDI y RNA.
Res. Comput. Sci.
Raúl Cruz-Barbosa