Fabio Gonzalez
Fabio Gonzalez
Associate Professor, Comp. Systems and Industrial Eng. Dept, National University of Colombia
Verified email at unal.edu.co - Homepage
TitleCited byYear
An immunity-based technique to characterize intrusions in computer networks
D Dasgupta, F González
IEEE Transactions on evolutionary computation 6 (3), 281-291, 2002
5072002
Anomaly detection using real-valued negative selection
FA González, D Dasgupta
Genetic Programming and Evolvable Machines 4 (4), 383-403, 2003
4232003
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
3222003
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
2532002
A deep learning architecture for image representation, visual interpretability and automated basal-cell carcinoma cancer detection
AA Cruz-Roa, JEA Ovalle, A Madabhushi, FAG Osorio
International Conference on Medical Image Computing and Computer-Assisted …, 2013
2192013
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
2092015
A randomized real-valued negative selection algorithm
F Gonzalez, D Dasgupta, LF Niño
International Conference on Artificial Immune Systems, 261-272, 2003
2052003
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
1972014
Histopathology image classification using bag of features and kernel functions
JC Caicedo, A Cruz, FA Gonzalez
Conference on Artificial Intelligence in Medicine in Europe, 126-135, 2009
1752009
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
1602009
Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features
H Wang, AC Roa, AN Basavanhally, HL Gilmore, N Shih, M Feldman, ...
Journal of Medical Imaging 1 (3), 034003, 2014
1562014
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
1552016
The fuzzy artificial immune system: Motivations, basic concepts, and application to clustering and web profiling
O Nasaroui, F Gonzalez, D Dasgupta
2002 IEEE World Congress on Computational Intelligence. 2002 IEEE …, 2002
1512002
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
1392011
The effect of binary matching rules in negative selection
F González, D Dasgupta, J Gómez
Genetic and Evolutionary Computation Conference, 195-206, 2003
1342003
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, 46450, 2017
1142017
A study of artificial immune systems applied to anomaly detection
F González, D Dasgupta
University of Memphis, 2003
1102003
Tecno-streams: Tracking evolving clusters in noisy data streams with a scalable immune system learning model
O Nasraoui, CC Uribe, CR Coronel, F Gonzalez
Third IEEE International Conference on Data Mining, 235-242, 2003
1092003
An intelligent decision support system for intrusion detection and response
D Dasgupta, FA Gonzalez
International Workshop on Mathematical Methods, Models, and Architectures …, 2001
1042001
An immuno-fuzzy approach to anomaly detection
J Gómez, F González, D Dasgupta
The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ'03. 2 …, 2003
1022003
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