Fabio A. González

ORCID

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 85

Top Venues

Publications

Anamaria Mojica-Hanke, Andrea Bayona, Mario Linares-Vásquez, Steffen Herbold, Fabio A. González
What are the Machine Learning best practices reported by practitioners on Stack Exchange? CoRR (2023)
Vladimir Vargas-Calderón, Herbert Vinck-Posada, Fabio A. González
An Empirical Study of Quantum Dynamics as a Ground State Problem with Neural Quantum States. CoRR (2022)
Joseph Gallego-Mejia, Oscar Bustos-Brinez, Fabio A. González
LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection. CoRR (2022)
Oscar Bustos-Brinez, Joseph Gallego-Mejia, Fabio A. González
AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features. CoRR (2022)
Diego H. Useche, Andres Giraldo-Carvajal, Hernan M. Zuluaga-Bucheli, Jose A. Jaramillo-Villegas, Fabio A. González
Quantum measurement classification with qudits. Quantum Inf. Process. 21 (1) (2022)
Camilo Gutierrez-Osorio, Fabio A. González, Cesar Augusto Pedraza
Deep Learning Ensemble Model for the Prediction of Traffic Accidents Using Social Media Data. Comput. 11 (9) (2022)
Joseph Gallego-Mejia, Daniela Martin-Vega, Fabio A. González
Risk Automatic Prediction for Social Economy Companies Using Camels. WEA (2022)
Joseph Alejandro Gallego, Fabio A. González
Quantum Adaptive Fourier Features for Neural Density Estimation. CoRR (2022)
Joseph Gallego-Mejia, Oscar Bustos-Brinez, Fabio A. González
InQMAD: Incremental Quantum Measurement Anomaly Detection. ICDM (Workshops) (2022)
Joseph Gallego-Mejia, Daniela Martin-Vega, Fabio A. González
Risk Automatic Prediction for Social Economy Companies using Camels. CoRR (2022)
Joseph Alejandro Gallego, Juan F. Osorio, Fabio A. González
Fast Kernel Density Estimation with Density Matrices and Random Fourier Features. IBERAMIA (2022)
Vladimir Vargas-Calderón, Fabio A. González, Herbert Vinck-Posada
Optimisation-free density estimation and classification with quantum circuits. Quantum Mach. Intell. 4 (2) (2022)
Vladimir Vargas-Calderón, Fabio A. González, Herbert Vinck-Posada
Optimisation-free Classification and Density Estimation with Quantum Circuits. CoRR (2022)
Joseph Gallego-Mejia, Oscar Bustos-Brinez, Fabio A. González
InQMAD: Incremental Quantum Measurement Anomaly Detection. CoRR (2022)
Joseph Alejandro Gallego, Juan F. Osorio, Fabio A. González
Fast Kernel Density Estimation with Density Matrices and Random Fourier Features. CoRR (2022)
Jose Miguel Arrieta Ramos, Oscar J. Perdomo, Fabio A. González
Deep Semi-Supervised and Self-Supervised Learning for Diabetic Retinopathy Detection. CoRR (2022)
Fabio A. González, Joseph Alejandro Gallego, Santiago Toledo-Cortés, Vladimir Vargas-Calderón
Learning with density matrices and random features. Quantum Mach. Intell. 4 (2) (2022)
Santiago Toledo-Cortés, Diego H. Useche, Henning Müller, Fabio A. González
Grading diabetic retinopathy and prostate cancer diagnostic images with deep quantum ordinal regression. Comput. Biol. Medicine 145 (2022)
Yigeng Zhang, Mahsa Shafaei, Fabio A. González, Thamar Solorio
From None to Severe: Predicting Severity in Movie Scripts. CoRR (2021)
Santiago Toledo-Cortés, Diego H. Useche, Fabio A. González
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression. CoRR (2021)
Yigeng Zhang, Mahsa Shafaei, Fabio A. González, Thamar Solorio
From None to Severe: Predicting Severity in Movie Scripts. EMNLP (Findings) (2021)
Juan S. Lara, Mario Ezra Aragón, Fabio A. González, Manuel Montes-y-Gómez
Deep Bag-of-Sub-Emotions for Depression Detection in Social Media. CoRR (2021)
Joseph Alejandro Gallego, Fabio A. González, Olfa Nasraoui
Robust kernels for robust location estimation. Neurocomputing 429 (2021)
Melissa delaPava, Hernán Rios, Francisco J. Rodríguez, Oscar J. Perdomo, Fabio A. González
A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection. CoRR (2021)
Diego H. Useche, Andres Giraldo-Carvajal, Hernan M. Zuluaga-Bucheli, Jose A. Jaramillo-Villegas, Fabio A. González
Quantum Measurement Classification with Qudits. CoRR (2021)
Vladimir Vargas-Calderón, Nicolás Parra-A., Herbert Vinck-Posada, Fabio A. González
Many-Qudit representation for the Travelling Salesman Problem Optimisation. CoRR (2021)
Juan S. Lara, Mario Ezra Aragón, Fabio A. González, Manuel Montes-y-Gómez
Deep Bag-of-Sub-Emotions for Depression Detection in Social Media. TDS (2021)
Fabio A. González, Joseph Alejandro Gallego, Santiago Toledo-Cortés, Vladimir Vargas-Calderón
Learning with Density Matrices and Random Features. CoRR (2021)
Santiago Toledo-Cortés, Melissa De La Pava, Oscar J. Perdomo, Fabio A. González
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification. OMIA@MICCAI (2020)
Santiago Toledo-Cortés, Melissa De La Pava, Oscar J. Perdomo, Fabio A. González
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification. CoRR (2020)
John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González
Gated multimodal networks. Neural Comput. Appl. 32 (14) (2020)
Fabio A. González, Vladimir Vargas-Calderón, Herbert Vinck-Posada
Supervised Learning with Quantum Measurements. CoRR (2020)
Juan S. Lara, Fabio A. González
Dissimilarity Mixture Autoencoder for Deep Clustering. CoRR (2020)
Andrés D. Pérez, Oscar J. Perdomo, Hernán Rios, Francisco J. Rodríguez, Fabio A. González
A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement. OMIA@MICCAI (2020)
Andrés Rosso-Mateus, Manuel Montes-y-Gómez, Paolo Rosso, Fabio A. González
Deep fusion of multiple term-similarity measures for biomedical passage retrieval. J. Intell. Fuzzy Syst. 39 (2) (2020)
Andrés Rosso-Mateus, Fabio A. González, Manuel Montes-y-Gómez
A Deep Metric Learning Method for Biomedical Passage Retrieval. COLING (2020)
Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio
Early author profiling on Twitter using profile features with multi-resolution. Expert Syst. Appl. 140 (2020)
Juan S. Lara, Victor H. Contreras O., Sebastian Otálora, Henning Müller, Fabio A. González
Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval. MICCAI (5) (2020)
Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies. Multim. Tools Appl. 78 (14) (2019)
Felipe Restrepo-Calle, Jhon J. Ramirez-Echeverry, Fabio A. González
Continuous assessment in a computer programming course supported by a software tool. Comput. Appl. Eng. Educ. 27 (1) (2019)
Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. González
Scalable multi-label annotation via semi-supervised kernel semantic embedding. Pattern Recognit. Lett. 123 (2019)
Fabio A. González, Juan C. Caicedo
Quantum Latent Semantic Analysis. CoRR (2019)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González
Novel Distributional Visual-Feature Representations for image classification. Multim. Tools Appl. 78 (9) (2019)
Oscar J. Perdomo, Hernán Rios, Francisco J. Rodríguez, Juan Sebastian Otálora Montenegro, Fabrice Mériaudeau, Henning Müller, Fabio A. González
Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography. Comput. Methods Programs Biomed. 178 (2019)
Gustavo Aguilar, Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. CoRR (2019)
Sergio Jiménez, Fabio A. González, Alexander F. Gelbukh, George Dueñas
word2set: WordNet-Based Word Representation Rivaling Neural Word Embedding for Lexical Similarity and Sentiment Analysis. IEEE Comput. Intell. Mag. 14 (2) (2019)
Mónica Pineda Vargas, Andrés Rosso-Mateus, Fabio A. González, Manuel Montes-y-Gómez
A Mixed Information Source Approach for Biomedical Question Answering: MindLab at BioASQ 7B. PKDD/ECML Workshops (2) (2019)
Jorge A. Vanegas, Viviana Beltrán, Hugo Jair Escalante, Fabio A. González
Transductive non-linear semantic embedding for multi-class classification. Pattern Recognit. Lett. 128 (2019)
Sergio Jiménez, Silviu-Petru Cucerzan, Fabio A. González, Alexander F. Gelbukh, George Dueñas
BM25-CTF: Improving TF and IDF factors in BM25 by using collection term frequencies. J. Intell. Fuzzy Syst. 34 (5) (2018)
Oscar J. Perdomo, Vincent Andrearczyk, Fabrice Mériaudeau, Henning Müller, Fabio A. González
Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation. COMPAY/OMIA@MICCAI (2018)
Suraj Maharjan, Sudipta Kar, Manuel Montes-y-Gómez, Fabio A. González, Thamar Solorio
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books. CoRR (2018)
Jhon J. Ramirez-Echeverry, Lina F. Rosales-Castro, Felipe Restrepo-Calle, Fabio A. González
Self-Regulated Learning in a Computer Programming Course. Rev. Iberoam. de Tecnol. del Aprendiz. 13 (2) (2018)
Sebastián Sierra, Fabio A. González
Combining Textual and Visual Representations for Multimodal Author Profiling: Notebook for PAN at CLEF 2018. CLEF (Working Notes) (2018)
Santiago Toledo-Cortés, Iván Yesid Castellanos Martínez, Fabio A. González
Large Scale Learning Techniques for Least Squares Support Vector Machines. CIARP (2018)
Amirreza Shirani, Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio, Mohammad Amin Alipour
Evaluation of Type Inference with Textual Cues. AAAI Workshops (2018)
Suraj Maharjan, Sudipta Kar, Manuel Montes-y-Gómez, Fabio A. González, Thamar Solorio
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books. NAACL-HLT (2) (2018)
Suraj Maharjan, Manuel Montes-y-Gómez, Fabio A. González, Thamar Solorio
A Genre-Aware Attention Model to Improve the Likability Prediction of Books. EMNLP (2018)
Adrián Pastor López-Monroy, Fabio A. González, Manuel Montes-y-Gómez, Hugo Jair Escalante, Thamar Solorio
Early Text Classification Using Multi-Resolution Concept Representations. NAACL-HLT (2018)
Oscar J. Perdomo, Sebastian Otálora, Fabio A. González, Fabrice Mériaudeau, Henning Müller
OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes. ISBI (2018)
Diego Rueda-Plata, Raúl Ramos-Pollán, Fabio A. González
Effective training of convolutional neural networks with small, specialized datasets. J. Intell. Fuzzy Syst. 32 (2) (2017)
Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mauricio Villegas, Fabio A. González
A Flexible Framework for the Evaluation of Unsupervised Image Annotation. CIARP (2017)
Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. González
Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation. CIARP (2017)
Oscar J. Perdomo, John Edison Arevalo Ovalle, Fabio A. González
Combining morphometric features and convolutional networks fusion for glaucoma diagnosis. SIPAIM (2017)
Hugo Castellanos, Felipe Restrepo-Calle, Fabio A. González, Jhon Jairo Ramirez-Echeverry
Understanding the relationships between self-regulated learning and students source code in a computer programming course. FIE (2017)
Sebastian Otálora, Oscar J. Perdomo, Fabio A. González, Henning Müller
Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images. CVII-STENT/LABELS@MICCAI (2017)
Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
Local and global approaches for unsupervised image annotation. Multim. Tools Appl. 76 (15) (2017)
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)
Prasha Shrestha, Sebastián Sierra, Fabio A. González, Manuel Montes-y-Gómez, Paolo Rosso, Thamar Solorio
Convolutional Neural Networks for Authorship Attribution of Short Texts. EACL (2) (2017)
John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González
Gated Multimodal Units for Information Fusion. CoRR (2017)
Sebastián Sierra, Manuel Montes-y-Gómez, Thamar Solorio, Fabio A. González
Convolutional Neural Networks for Author Profiling in PAN 2017. CLEF (Working Notes) (2017)
Alejandro Correa Bahnsen, Eduardo Contreras Bohorquez, Sergio Villegas, Javier Vargas, Fabio A. González
Classifying phishing URLs using recurrent neural networks. eCrime (2017)
John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gómez, Fabio A. González
Gated Multimodal Units for Information Fusion. ICLR (Workshop) (2017)
Andrés Rosso-Mateus, Fabio A. González, Manuel Montes-y-Gómez
A Two-Step Neural Network Approach to Passage Retrieval for Open Domain Question Answering. CIARP (2017)
Francisco M. Rangel Pardo, Fabio A. González, Felipe Restrepo-Calle, Manuel Montes-y-Gómez, Paolo Rosso
PAN@FIRE: Overview of the PR-SOCO Track on Personality Recognition in SOurce COde. FIRE Workshop (2016)
Lina F. Rosales-Castro, Laura A. Chaparro-Gutiérrez, Andrés Felipe Cruz-Salinas, Felipe Restrepo-Calle, Jorge E. Camargo, Fabio A. González
An Interactive Tool to Support Student Assessment in Programming Assignments. IBERAMIA (2016)
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 (2016)
Susana Sanchez-Naranjo, Fabio A. González, Raúl Ramos-Pollán, Marc Solé
Data driven Vertical Total Electron Content workflow for GNSS positioning for single frequency receivers. ICL-GNSS (2016)
Jorge E. Camargo, Fabio A. González
Multimodal latent topic analysis for image collection summarization. Inf. Sci. 328 (2016)
Oscar Hernán Paruma-Pabón, Fabio A. González, Jairo Aponte, Jorge E. Camargo, Felipe Restrepo-Calle
Finding Relationships between Socio-Technical Aspects and Personality Traits by Mining Developer E-mails. CoRR (2016)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Angel Cruz-Roa, Fabio A. González
Improving the BoVW via discriminative visual n-grams and MKL strategies. Neurocomputing 175 (2016)
Sergio Jiménez, Fabio A. González, Alexander F. Gelbukh
Mathematical properties of soft cardinality: Enhancing Jaccard, Dice and cosine similarity measures with element-wise distance. Inf. Sci. (2016)
Ricardo Mendoza-Leon, Fabio A. González, Pablo Arbelaez, John Puentes, Marcela Hernández Hoyos
Analysis of PHOW representations for Alzheimer disease classification on brain structural MRI. ISBI (2016)
Oscar Hernán Paruma-Pabón, Fabio A. González, Jairo Aponte, Jorge E. Camargo, Felipe Restrepo-Calle
Finding relationships between socio-technical aspects and personality traits by mining developer e-mails. CHASE@ICSE (2016)
Francisco M. Rangel Pardo, Fabio A. González, Felipe Restrepo-Calle, Manuel Montes-y-Gómez, Paolo Rosso
PAN at FIRE: Overview of the PR-SOCO Track on Personality Recognition in SOurce COde. FIRE (Working Notes) (2016)
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)
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim
Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Anal. 20 (1) (2015)
Viviana Beltrán, Jorge A. Vanegas, Fabio A. González
Semi-supervised Dimensionality Reduction via Multimodal Matrix Factorization. CIARP (2015)
Sergio Jiménez, Fabio A. González, Alexander F. Gelbukh
Soft Cardinality in Semantic Text Processing: Experience of the SemEval International Competitions. Polibits 51 (2015)
Diego Rueda-Plata, Raúl Ramos-Pollán, Fabio A. González
Supervised Greedy Layer-Wise Training for Deep Convolutional Networks with Small Datasets. ICCCI (1) (2015)
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)
Sebastián Sierra, Juan F. Molina, Angel Cruz-Roa, José Daniel Pabón, Raúl Ramos-Pollán, Fabio A. González, Hugo Franco
Classification of Low-Level Atmospheric Structures Based on a Pyramid Representation and a Machine Learning Method. CIARP (2015)
Camilo Ernesto Lopez Guarin, Elizabeth León-Guzmán, Fabio A. González
A Model to Predict Low Academic Performance at a Specific Enrollment Using Data Mining. Rev. Iberoam. de Tecnol. del Aprendiz. 10 (3) (2015)
Andrés Esteban Páez-Torres, Fabio A. González
Online Kernel Matrix Factorization. CIARP (2015)
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) (2015)
Jorge A. Vanegas, Sérgio Matos, Fabio A. González, José Luís Oliveira
An Overview of Biomolecular Event Extraction from Scientific Documents. Comput. Math. Methods Medicine 2015 (2015)
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)
Jorge A. Vanegas, Viviana Beltrán, Fabio A. González
Two-way Multimodal Online Matrix Factorization for Multi-label Annotation. ICPRAM (1) (2015)
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)
Fabián Páez, Fabio A. González
Annotating and Retrieving Videos of Human Actions Using Matrix Factorization. CIARP (2015)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González
Image Classification through Text Mining techniques: a Proposal. Res. Comput. Sci. 71 (2014)

Fabio A. González.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Fabio A. González