John Edison Arevalo Ovalle

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 11

Top Topics

Unsupervised Feature Learning

Automatic Classification

Image Representation

Image Annotation

Top Venues

CLEF (Working Notes)

Artif. Intell. Medicine

Publications

John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González
Gated multimodal networks. Neural Comput. Appl. 32 (14) (2020)
Oscar J. Perdomo, John Edison Arevalo Ovalle, Fabio A. González
Combining morphometric features and convolutional networks fusion for glaucoma diagnosis. SIPAIM (2017)
Suraj Maharjan, John Edison Arevalo Ovalle, Manuel Montes-y-Gómez, Fabio A. González, Thamar Solorio
A Multi-task Approach to Predict Likability of Books. EACL (1) (2017)
John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González
Gated Multimodal Units for Information Fusion. CoRR (2017)
John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González
Gated Multimodal Units for Information Fusion. ICLR (Workshop) (2017)
John Edison Arevalo Ovalle, Fabio A. González, Raúl Ramos-Pollán, José Luís Oliveira, Miguel Ángel Guevara-López
Representation learning for mammography mass lesion classification with convolutional neural networks. Comput. Methods Programs Biomed. 127 (2016)
Luis Pellegrin, Jorge A. Vanegas, John Edison Arevalo Ovalle, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
A Two-Step Retrieval Method for Image Captioning. CLEF (2016)
Sebastian Otálora, Angel Cruz-Roa, John Edison Arevalo Ovalle, Manfredo Atzori, Anant Madabhushi, Alexander R. Judkins, Fabio A. González, Henning Müller, Adrien Depeursinge
Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma. MICCAI (1) (2015)
John Edison Arevalo Ovalle, Angel Cruz-Roa, Viviana Arias, Eduardo Romero, Fabio A. González
An unsupervised feature learning framework for basal cell carcinoma image analysis. Artif. Intell. Medicine 64 (2) (2015)
John Edison Arevalo Ovalle, Fabio A. González, Raúl Ramos-Pollán, José Luís Oliveira, Miguel Ángel Guevara-López
Convolutional neural networks for mammography mass lesion classification. EMBC (2015)
Luis Pellegrin, Jorge A. Vanegas, John Edison Arevalo Ovalle, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
INAOE-UNAL at ImageCLEF 2015: Scalable Concept Image Annotation. CLEF (Working Notes) (2015)
John Edison Arevalo Ovalle, Raúl Ramos-Pollán, Fabio A. González
Distributed Cache Strategies for Machine Learning Classification Tasks over Cluster Computing Resources. CARLA (2014)
Jorge A. Vanegas, John Edison Arevalo Ovalle, Fabio A. González
Unsupervised feature learning for content-based histopathology image retrieval. CBMI (2014)
Jorge A. Vanegas, John Edison Arevalo Ovalle, Juan Sebastian Otálora Montenegro, Fabian Páez, Santiago A. Pérez-Rubiano, Fabio A. González
MindLab at ImageCLEF 2014: Scalable Concept Image Annotation. CLEF (Working Notes) (2014)
Angel Alfonso Cruz-Roa, John Edison Arevalo Ovalle, Anant Madabhushi, Fabio Augusto González Osorio
A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection. MICCAI (2) (2013)
Raúl Ramos-Pollán, Fabio A. González, Juan C. Caicedo, Angel Cruz-Roa, Jorge E. Camargo, Jorge A. Vanegas, Santiago A. Perez, José David Bermeo, Juan Sebastian Otálora Montenegro, Paola K. Rozo, John Edison Arevalo Ovalle
BIGS: A framework for large-scale image processing and analysis over distributed and heterogeneous computing resources. eScience (2012)
Andrea Rueda, John Edison Arevalo Ovalle, Angel Cruz-Roa, Eduardo Romero, Fabio A. González
Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance Images. CIARP (2012)