Fabio Gonzalez

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Citations	11578	5875
h-index	48	35
i10-index	156	95

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Angel Cruz-RoaSchool of Engineering, Universidad de los LlanosVerified email at unillanos.edu.co
Dipankar Dasgupta, IEEE Fellow & IE...Hill Professor of Computer Science, The University of MemphisVerified email at memphis.edu
Juan C. CaicedoBroad Institute of MIT and HarvardVerified email at broad.mit.edu
John ArevaloBroad Institute of MIT and HarvardVerified email at broadinstitute.org
Eduardo RomeroUniversidad Nacional de ColombiaVerified email at unal.edu.co
Manuel Montes-y-GómezNational Institute of Astrophysics, Optics and ElectronicsVerified email at inaoep.mx
Anant MadabhushiDepartment of Biomedical Engineering, Professor, Biomedical Engineering, Emory Univ & Georgia TechVerified email at emory.edu
Oscar J. Perdomo / orcid.org/0000-000...Universidad del Rosario. Escuela de Medicina y Ciencias de la Salud. Ingeniería BiomédicaVerified email at urosario.edu.co
Olfa NasraouiProfessor of Computer Science & Engineering, University of Louisville, Louisville, KYVerified email at louisville.edu
Thamar SolorioUniversity of HoustonVerified email at uh.edu
Raul Ramos-PollanProfessor of Computer Science, Universidad de AntioquiaVerified email at udea.edu.co
Jorge CamargoUniversidad Antonio NariñoVerified email at uan.edu.co
Ajay BasavanhallyCase Western Reserve UniversityVerified email at case.edu
Michael D FeldmanUniversity of PennsylavniaVerified email at mail.med.upenn.edu
Jonatan GómezEngineering School, Universidad Nacional de ColombiaVerified email at unal.edu.co
Jorge A. Vanegas PhD.Universidad Nacional de ColombiaVerified email at unal.edu.co
Sergio JimenezInstituto Caro y Cuervo, Bogotá, ColombiaVerified email at caroycuervo.gov.co
Henning MüllerProfessor in computer science at HES-SO & in radiology at the University of GenevaVerified email at hevs.ch
Felipe Restrepo-CalleAssociate Professor, Universidad Nacional de ColombiaVerified email at unal.edu.co
Sebastian OtáloraComputer vision engineer, Kaiko.aiVerified email at kaiko.ai

Fabio Gonzalez

Full Professor, Comp. Systems and Industrial Eng. Dept, National University of Colombia

Verified email at unal.edu.co - Homepage

machine learning artificial intelligence natural language processing computer vision biomedical image analysis


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An immunity-based technique to characterize intrusions in computer networks D Dasgupta, F González IEEE Transactions on evolutionary computation 6 (3), 281-291, 2002	569	2002
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	566	2014
Anomaly detection using real-valued negative selection FA González, D Dasgupta Genetic Programming and Evolvable Machines 4, 383-403, 2003	485	2003
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	438	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	424	2013
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), 1-14, 2017	414	2017
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	404	2016
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	367	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	348	2014
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	307	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	263	2009
A randomized real-valued negative selection algorithm F Gonzalez, D Dasgupta, LF Niño Artificial Immune Systems: Second International Conference, ICARIS 2003 …, 2003	245	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	231	2009
Gated multimodal units for information fusion J Arevalo, T Solorio, M Montes-y-Gómez, FA González arXiv preprint arXiv:1702.01992, 2017	210	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	194	2017
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	180	2017
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	173	2011
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	171	2015
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	156	2002
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	154	2003

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