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Fabio A. Gonzalez, Ph.D. - Publications

Affiliations: 
2000-2003 The University of Memphis, Memphis, TN, United States 
 2003- Computing Systems and Industrial Engineering Department Universidad Nacional de Colombia, Bogotá, Bogotá, Colombia 
Area:
Computer Science, Artificial Intelligence, Machine Learning
Website:
https://dis.unal.edu.co/~fgonza/
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34 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Perdomo O, Rios H, Rodríguez FJ, Otálora S, Meriaudeau F, Müller H, González FA. Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography. Computer Methods and Programs in Biomedicine. 178: 181-189. PMID 31416547 DOI: 10.1016/J.Cmpb.2019.06.016  0.357
2019 Pellegrin L, Escalante HJ, Montes-y-Gómez M, González FA. Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies Multimedia Tools and Applications. 78: 19641-19662. DOI: 10.1007/S11042-019-7357-2  0.323
2018 Cruz-Roa A, Gilmore H, Basavanhally A, Feldman M, Ganesan S, Shih N, Tomaszewski J, Madabhushi A, González F. High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection. Plos One. 13: e0196828. PMID 29795581 DOI: 10.1371/Journal.Pone.0196828  0.404
2018 López-Monroy AP, Montes-y-Gómez M, Escalante HJ, González FA. Novel Distributional Visual-Feature Representations for image classification Multimedia Tools and Applications. 78: 11313-11336. DOI: 10.1007/S11042-018-6674-1  0.415
2017 Cruz-Roa A, Gilmore H, Basavanhally A, Feldman M, Ganesan S, Shih NNC, Tomaszewski J, González FA, Madabhushi A. Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent. Scientific Reports. 7: 46450. PMID 28418027 DOI: 10.1038/Srep46450  0.397
2017 Sánchez-Naranjo S, Rincón W, Ramos-Pollán R, González FA, Soley S. A comprehensive assessment of ionospheric gradients observed in Ecuador during 2013 and 2014 for ground based augmentation systems Advances in Space Research. 59: 1992-2006. DOI: 10.1016/J.Asr.2017.02.001  0.316
2016 Arevalo J, González FA, Ramos-Pollán R, Oliveira JL, Guevara Lopez MA. Representation learning for mammography mass lesion classification with convolutional neural networks. Computer Methods and Programs in Biomedicine. 127: 248-57. PMID 26826901 DOI: 10.1016/J.Cmpb.2015.12.014  0.353
2016 López-Monroy AP, Montes-y-Gómez M, Escalante HJ, Cruz-Roa A, González FA. Improving the BoVW via discriminative visual n -grams and MKL strategies Neurocomputing. 175: 768-781. DOI: 10.1016/J.Neucom.2015.10.053  0.345
2016 Jimenez S, Gonzalez FA, Gelbukh A. Mathematical properties of soft cardinality: Enhancing Jaccard, Dice and cosine similarity measures with element-wise distance Information Sciences. 367: 373-389. DOI: 10.1016/J.Ins.2016.06.012  0.304
2016 Camargo JE, González FA. Multimodal latent topic analysis for image collection summarization Information Sciences. 328: 270-287. DOI: 10.1016/J.Ins.2015.08.044  0.39
2016 Pellegrin L, Escalante HJ, Montes-y-Gómez M, González FA. Local and global approaches for unsupervised image annotation Multimedia Tools and Applications. 76: 16389-16414. DOI: 10.1007/S11042-016-3918-9  0.388
2015 Arevalo J, Cruz-Roa A, Arias V, Romero E, González FA. An unsupervised feature learning framework for basal cell carcinoma image analysis. Artificial Intelligence in Medicine. 64: 131-45. PMID 25976208 DOI: 10.1016/J.Artmed.2015.04.004  0.373
2015 Veta M, van Diest PJ, Willems SM, Wang H, Madabhushi A, Cruz-Roa A, Gonzalez F, Larsen AB, Vestergaard JS, Dahl AB, Cire?an DC, Schmidhuber J, Giusti A, Gambardella LM, Tek FB, et al. Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Analysis. 20: 237-48. PMID 25547073 DOI: 10.1016/J.Media.2014.11.010  0.372
2014 Wang H, Cruz-Roa A, Basavanhally A, Gilmore H, Shih N, Feldman M, Tomaszewski J, Gonzalez F, Madabhushi A. Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features. Journal of Medical Imaging (Bellingham, Wash.). 1: 034003. PMID 26158062 DOI: 10.1117/1.Jmi.1.3.034003  0.39
2014 Rueda A, González FA, Romero E. Extracting salient brain patterns for imaging-based classification of neurodegenerative diseases. Ieee Transactions On Medical Imaging. 33: 1262-74. PMID 24893256 DOI: 10.1109/Tmi.2014.2308999  0.362
2014 Caicedo JC, Vanegas JA, Páez F, González FA. Histology image search using multimodal fusion. Journal of Biomedical Informatics. 51: 114-28. PMID 24820052 DOI: 10.1016/J.Jbi.2014.04.016  0.4
2014 López-Monroy AP, Montes-y-Gómez M, Jair Escalante H, González FA. Image Classification through Text Mining techniques: a Proposal Research in Computing Science. 71: 63-72. DOI: 10.13053/Rcs-71-1-7  0.37
2014 Wang H, Cruz-Roa A, Basavanhally A, Gilmore H, Shih N, Feldman M, Tomaszewski J, Gonzalez F, Madabhushi A. Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9041. DOI: 10.1117/12.2043902  0.382
2014 Cruz-Roa A, Basavanhally A, González F, Gilmore H, Feldman M, Ganesan S, Shih N, Tomaszewski J, Madabhushi A. Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9041. DOI: 10.1117/12.2043872  0.42
2013 Roa AC, Romero E, González F. An adaptive image representation learned from data for cervix cancer tumor detection Proceedings of Spie. 8676. DOI: 10.1117/12.2007081  0.389
2013 Camargo JE, Caicedo JC, Gonzalez FA. A kernel-based framework for image collection exploration Journal of Visual Languages and Computing. 24: 53-67. DOI: 10.1016/J.Jvlc.2012.10.008  0.388
2012 Camargo J, Esseiva P, González F, Wist J, Patiny L. Monitoring of illicit pill distribution networks using an image collection exploration framework Forensic Science International. 223: 298-305. PMID 23107059 DOI: 10.1016/J.Forsciint.2012.10.004  0.362
2012 Caicedo JC, BenAbdallah J, González FA, Nasraoui O. Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization Neurocomputing. 76: 50-60. DOI: 10.1016/J.Neucom.2011.04.037  0.399
2011 Cruz-Roa A, Díaz G, Romero E, González FA. Automatic annotation of histopathological images using a latent topic model based on non-negative matrix factorization. Journal of Pathology Informatics. 2: S4. PMID 22811960 DOI: 10.4103/2153-3539.92031  0.398
2011 Cruz-Roa A, Caicedo JC, González FA. Visual pattern mining in histology image collections using bag of features. Artificial Intelligence in Medicine. 52: 91-106. PMID 21664806 DOI: 10.1016/J.Artmed.2011.04.010  0.385
2011 Romo D, Romero E, González F. Learning regions of interest from low level maps in virtual microscopy. Diagnostic Pathology. 6: S22. PMID 21489193 DOI: 10.1186/1746-1596-6-S1-S22  0.346
2011 Caicedo JC, González FA, Romero E. Content-based histopathology image retrieval using a kernel-based semantic annotation framework. Journal of Biomedical Informatics. 44: 519-28. PMID 21296682 DOI: 10.1016/J.Jbi.2011.01.011  0.388
2009 Díaz G, González FA, Romero E. A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images. Journal of Biomedical Informatics. 42: 296-307. PMID 19166974 DOI: 10.1016/J.Jbi.2008.11.005  0.323
2009 Caicedo JC, Cruz A, Gonzalez FA. Histopathology image classification using bag of features and kernel functions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5651: 126-135. DOI: 10.1007/978-3-642-02976-9_17  0.306
2006 González FA, Galeano JC, Rojas DA, Veloza-Suan A. A neuro-immune model for discriminating and visualizing anomalies Natural Computing. 5: 285-304. DOI: 10.1007/S11047-006-9003-Y  0.331
2005 Dasgupta D, Gonzalez F, Yallapu K, Gomez J, Yarramsettii R. CIDS: An agent-based intrusion detection system Computers & Security. 24: 387-398. DOI: 10.1016/J.Cose.2005.01.004  0.608
2003 González FA, Dasgupta D. Anomaly detection using real-valued negative selection Genetic Programming and Evolvable Machines. 4: 383-403. DOI: 10.1023/A:1026195112518  0.538
2002 Dasgupta D, González F. An immunity-based technique to characterize intrusions in computer networks Ieee Transactions On Evolutionary Computation. 6: 281-291. DOI: 10.1109/Tevc.2002.1011541  0.555
2001 Dasgupta D, Gonzalez FA. An intelligent decision support system for intrusion detection and response Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2052: 1-14.  0.516
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