Raúl Cruz-Barbosa

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 9

Top Topics

Image Processing

Fourier Transform

Top Venues

Concurr. Comput. Pract. Exp.

Medical Biol. Eng. Comput.

Publications

Arturo Téllez-Velázquez, Raúl Cruz-Barbosa
On the Feasibility of Fast Fourier Transform Separability Property for Distributed Image Processing. Sci. Program. 2021 (2021)
Vicente Hernández-Solis, Arturo Téllez-Velázquez, Antonio Orantes-Molina, Raúl Cruz-Barbosa
Lung-Nodule Segmentation Using a Convolutional Neural Network with the U-Net Architecture. MCPR (2021)
Ignacio Arroyo-Fernández, José Armando Sánchez-Rojas, Arturo Téllez-Velázquez, Flavio Juárez-Martínez, Raúl Cruz-Barbosa, Enrique Guzmán-Ramírez, Yalbi Itzel Balderas-Martínez
Common Sense Knowledge Learning for Open Vocabulary Neural Reasoning: A First View into Chronic Disease Literature. CoRR (2021)
Raúl Cruz-Barbosa, Saiveth Hernández-Hernández, Luis Enrique Sucar
Mass segmentation of mammograms using Markov models associated with constrained clustering. Medical Biol. Eng. Comput. 58 (10) (2020)
Arturo Téllez-Velázquez, Raúl Cruz-Barbosa
A Spark image processing toolkit. Concurr. Comput. Pract. Exp. 31 (17) (2019)
Saiveth Hernández-Hernández, Antonio Orantes-Molina, Raúl Cruz-Barbosa
Improving Breast Mass Classification Through Kernel Methods and the Fusion of Clinical Data and Image Descriptors. MCPR (2018)
Arturo Téllez-Velázquez, Herón Molina-Lozano, Luis A. Villa-Vargas, Raúl Cruz-Barbosa, Esther Lugo-González, Ildar Z. Batyrshin, Imre J. Rudas
A Feasible Genetic Optimization Strategy for Parametric Interval Type-2 Fuzzy Logic Systems. Int. J. Fuzzy Syst. 20 (1) (2018)
Arturo Téllez-Velázquez, Raúl Cruz-Barbosa
A CUDA-streams inference machine for non-singleton fuzzy systems. Concurr. Comput. Pract. Exp. 30 (8) (2018)
Arturo Téllez-Velázquez, Eduardo A. Garza-Villareal, Jorge J. González-Olvera, Raúl Cruz-Barbosa
Análisis exploratorio para la caracterización de la adicción a la cocaína a través del aprendizaje computacional. Res. Comput. Sci. 136 (2017)
Verónica Rodríguez-López, Raúl Cruz-Barbosa
Improving Bayesian Networks Breast Mass Diagnosis by Using Clinical Data. MCPR (2015)
Raúl Cruz-Barbosa, Alfredo Vellido, Jesús Giraldo
The influence of alignment-free sequence representations on the semi-supervised classification of class C G protein-coupled receptors. Medical Biol. Eng. Comput. 53 (2) (2015)
Verónica Rodríguez-López, Raúl Cruz-Barbosa
On the Breast Mass Diagnosis Using Bayesian Networks. MICAI (2) (2014)
Raúl Cruz-Barbosa, Alfredo Vellido
Aprendizaje generativo de variedades para la exploración de datos parcialmente etiquetados. Computación y Sistemas 17 (4) (2013)
Raúl Cruz-Barbosa, Alfredo Vellido, Jesús Giraldo
Advances in Semi-Supervised Alignment-Free Classication of G Protein-Coupled Receptors. IWBBIO (2013)
Caroline König, Raúl Cruz-Barbosa, René Alquézar, Alfredo Vellido
SVM-Based Classification of Class C GPCRs from Alignment-Free Physicochemical Transformations of Their Sequences. ICIAP Workshops (2013)
Felix Emilio Luis-Pérez, Raúl Cruz-Barbosa, Gabriela Álvarez-Olguin
Regional Flood Frequency Estimation for the Mexican Mixteca Region by Clustering Techniques. MICAI (2) (2011)
Raúl Cruz-Barbosa, David Bautista-Villavicencio, Alfredo Vellido
Comparative Diagnostic Accuracy of Linear and Nonlinear Feature Extraction Methods in a Neuro-oncology Problem. MCPR (2011)
Verónica Rodríguez-López, Raúl Cruz-Barbosa
Leukocytes Classification using Bayesian Networks. ICAART (1) (2011)
Raúl Cruz-Barbosa, Alfredo Vellido
Semi-Supervised Analysis of Human Brain Tumours from Partially Labeled MRS Information, Using Manifold Learning Models. Int. J. Neural Syst. 21 (1) (2011)
Raúl Cruz-Barbosa, David Bautista-Villavicencio, Alfredo Vellido
On the Computation of the Geodesic Distance with an Application to Dimensionality Reduction in a Neuro-Oncology Problem. CIARP (2011)
Raúl Cruz-Barbosa, Alfredo Vellido
Semi-supervised geodesic Generative Topographic Mapping. Pattern Recognit. Lett. 31 (3) (2010)
Raúl Cruz-Barbosa, Alfredo Vellido
Comparative Evaluation of Semi-supervised Geodesic GTM. HAIS (2009)
Raúl Cruz-Barbosa, Alfredo Vellido
Semi-supervised Outcome Prediction for a Type of Human Brain Tumour Using Partially Labeled MRS Information. IDEAL (2009)
Raúl Cruz-Barbosa, Alfredo Vellido
Two-Stage Clustering of a Human Brain Tumour Dataset using Manifold Learning Models. BIOSIGNALS (2) (2008)
Raúl Cruz-Barbosa, Alfredo Vellido
Unfolding the Manifold in Generative Topographic Mapping. HAIS (2008)
Raúl Cruz-Barbosa, Alfredo Vellido
On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model. IDEAL (2008)
Raúl Cruz-Barbosa, Alfredo Vellido
Geodesic Generative Topographic Mapping. IBERAMIA (2008)
Raúl Cruz-Barbosa, Alfredo Vellido
On the Initialization of Two-Stage Clustering with Class-GTM. CAEPIA (2007)
Raúl Cruz-Barbosa, Alfredo Vellido
On the Influence of Class Information in the Two-Stage Clustering of a Human Brain Tumour Dataset. MICAI (2007)
Raúl Cruz-Barbosa, Alfredo Vellido
On the improvement of brain tumour data clustering using class information. STAIRS (2006)