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John Edison Arevalo Ovalle
Person information
- affiliation: National University of Colombia, Bogotá, Colombia
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2020 – today
- 2020
- [j3]John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González:
Gated multimodal networks. Neural Comput. Appl. 32(14): 10209-10228 (2020)
2010 – 2019
- 2017
- [c13]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: 1217-1227 - [c12]John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González:
Gated Multimodal Units for Information Fusion. ICLR (Workshop) 2017 - [c11]Oscar J. Perdomo, John Edison Arevalo Ovalle, Fabio A. González:
Combining morphometric features and convolutional networks fusion for glaucoma diagnosis. SIPAIM 2017: 105721G - [i1]John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González:
Gated Multimodal Units for Information Fusion. CoRR abs/1702.01992 (2017) - 2016
- [j2]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: 248-257 (2016) - [c10]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: 150-161 - 2015
- [j1]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): 131-145 (2015) - [c9]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 - [c8]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: 797-800 - [c7]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: 581-588 - 2014
- [c6]John Edison Arevalo Ovalle, Raúl Ramos-Pollán, Fabio A. González:
Distributed Cache Strategies for Machine Learning Classification Tasks over Cluster Computing Resources. CARLA 2014: 43-53 - [c5]Jorge A. Vanegas, John Edison Arevalo Ovalle, Fabio A. González:
Unsupervised feature learning for content-based histopathology image retrieval. CBMI 2014: 1-6 - [c4]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: 404-410 - 2013
- [c3]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: 403-410 - 2012
- [c2]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: 559-566 - [c1]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: 1-8
Coauthor Index
aka: Fabio Augusto González Osorio
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