Fabio Gonzalez
Fabio Gonzalez
Full Professor, Comp. Systems and Industrial Eng. Dept, National University of Colombia
Verified email at - Homepage
Cited by
Cited by
Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks
A Cruz-Roa, A Basavanhally, F González, H Gilmore, M Feldman, ...
Medical Imaging 2014: Digital Pathology 9041, 904103, 2014
An immunity-based technique to characterize intrusions in computer networks
D Dasgupta, F González
IEEE Transactions on evolutionary computation 6 (3), 281-291, 2002
Representation learning for mammography mass lesion classification with convolutional neural networks
J Arevalo, FA González, R Ramos-Pollán, JL Oliveira, MAG Lopez
Computer methods and programs in biomedicine 127, 248-257, 2016
Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent
A Cruz-Roa, H Gilmore, A Basavanhally, M Feldman, S Ganesan, ...
Scientific reports 7 (1), 46450, 2017
Assessment of algorithms for mitosis detection in breast cancer histopathology images
M Veta, PJ Van Diest, SM Willems, H Wang, A Madabhushi, A Cruz-Roa, ...
Medical image analysis 20 (1), 237-248, 2015
A deep learning architecture for image representation, visual interpretability and automated basal-cell carcinoma cancer detection
AA Cruz-Roa, JE Arevalo Ovalle, A Madabhushi, FA González Osorio
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013
Anomaly detection using real-valued negative selection
FA González, D Dasgupta
Genetic Programming and Evolvable Machines 4, 383-403, 2003
Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features
H Wang, A Cruz-Roa, A Basavanhally, H Gilmore, N Shih, M Feldman, ...
Journal of Medical Imaging 1 (3), 034003-034003, 2014
Artificial immune system (AIS) research in the last five years
D Dasgupta, Z Ji, F Gonzalez
The 2003 Congress on Evolutionary Computation, 2003. CEC'03. 1, 123-130, 2003
Gated multimodal units for information fusion
J Arevalo, T Solorio, M Montes-y-Gómez, FA González
arXiv preprint arXiv:1702.01992, 2017
Combining negative selection and classification techniques for anomaly detection
F Gonzalez, D Dasgupta, R Kozma
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002
A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images
G Díaz, FA González, E Romero
Journal of biomedical informatics 42 (2), 296-307, 2009
A randomized real-valued negative selection algorithm
F Gonzalez, D Dasgupta, LF Nińo
International Conference on Artificial Immune Systems, 261-272, 2003
Histopathology image classification using bag of features and kernel functions
JC Caicedo, A Cruz, FA Gonzalez
Artificial Intelligence in Medicine: 12th Conference on Artificial …, 2009
Classifying phishing URLs using recurrent neural networks
AC Bahnsen, EC Bohorquez, S Villegas, J Vargas, FA González
2017 APWG symposium on electronic crime research (eCrime), 1-8, 2017
Convolutional neural networks for authorship attribution of short texts
P Shrestha, S Sierra, FA González, M Montes, P Rosso, T Solorio
Proceedings of the 15th conference of the European chapter of the …, 2017
Convolutional neural networks for mammography mass lesion classification
J Arevalo, FA González, R Ramos-Pollán, JL Oliveira, MAG Lopez
2015 37th Annual international conference of the IEEE engineering in …, 2015
Molecular analysis of the asense gene, a member of the achaete‐scute complex of Drosophila melanogaster, and its novel role in optic lobe development.
F Gonzalez, S Romani, P Cubas, J Modolell, S Campuzano
The EMBO journal 8 (12), 3553-3562, 1989
Visual pattern mining in histology image collections using bag of features
A Cruz-Roa, JC Caicedo, FA González
Artificial intelligence in medicine 52 (2), 91-106, 2011
The effect of binary matching rules in negative selection
F González, D Dasgupta, J Gómez
Genetic and Evolutionary Computation—GECCO 2003: Genetic and Evolutionary …, 2003
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