| 2025 | MICCAI | Automated Auditing of Upper Endoscopy Procedure Times: A Temporal Multiclass Analysis. | Diego Bravo, Josu Ruano, Martn Gmez, Fabio A. Gonzlez, Eduardo Romero |
| 2024 | COLING | Interpreting Themes from Educational Stories. | Yigeng Zhang, Fabio A. Gonzlez, Thamar Solorio |
| 2024 | MICCAI | Characterizing the Left Ventricular Ultrasound Dynamics in the Frequency Domain to Estimate the Cardiac Function. | Andrs Felipe Carrera-Pinzn, Leonard Toro-Quitian, Juan Camilo Torres, Alexander Cern, Wilson J. Sarmiento, Arnold Mendez-Toro, Angel Cruz-Roa, R. E. Gutirrez-Carvajal, Carlos rtiz Davila, Fabio A. Gonzlez, Eduardo Romero, Marcela Iregui Guerrero |
| 2023 | AAAI | LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract). | Joseph A. Gallego-Mejia, Oscar A. Bustos-Brinez, Fabio A. Gonzlez |
| 2022 | ICDM | InQMAD: Incremental Quantum Measurement Anomaly Detection. | Joseph Gallego-Mejia, Oscar Bustos-Brinez, Fabio A. Gonzlez |
| 2021 | EMNLP | From None to Severe: Predicting Severity in Movie Scripts. | Yigeng Zhang, Mahsa Shafaei, Fabio A. Gonzlez, Thamar Solorio |
| 2020 | COLING | A Deep Metric Learning Method for Biomedical Passage Retrieval. | Andrs Rosso-Mateus, Fabio A. Gonzlez, Manuel Montes-y-Gmez |
| 2020 | MICCAI | Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval. | Juan S. Lara, Victor H. Contreras O., Sebastian Otlora, Henning Mller, Fabio A. Gonzlez |
| 2020 | MICCAI | A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement. | Andrs D. Prez, Oscar J. Perdomo, Hernn Rios, Francisco J. Rodrguez, Fabio A. Gonzlez |
| 2020 | MICCAI | Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification. | Santiago Toledo-Corts, Melissa De La Pava, Oscar J. Perdomo, Fabio A. Gonzlez |
| 2018 | AAAI | Evaluation of Type Inference with Textual Cues. | Amirreza Shirani, Adrin Pastor Lpez-Monroy, Fabio A. Gonzlez, Thamar Solorio, Mohammad Amin Alipour |
| 2018 | CIARP | Large Scale Learning Techniques for Least Squares Support Vector Machines. | Santiago Toledo-Corts, Ivn Yesid Castellanos Martnez, Fabio A. Gonzlez |
| 2018 | EMNLP | A Genre-Aware Attention Model to Improve the Likability Prediction of Books. | Suraj Maharjan, Manuel Montes-y-Gmez, Fabio A. Gonzlez, Thamar Solorio |
| 2018 | MICCAI | Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation. | Oscar J. Perdomo, Vincent Andrearczyk, Fabrice Mriaudeau, Henning Mller, Fabio A. Gonzlez |
| 2018 | NAACL | Early Text Classification Using Multi-Resolution Concept Representations. | Adrin Pastor Lpez-Monroy, Fabio A. Gonzlez, Manuel Montes-y-Gmez, Hugo Jair Escalante, Thamar Solorio |
| 2018 | NAACL | Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books. | Suraj Maharjan, Sudipta Kar, Manuel Montes-y-Gmez, Fabio A. Gonzlez, Thamar Solorio |
| 2017 | CIARP | A Flexible Framework for the Evaluation of Unsupervised Image Annotation. | Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gmez, Mauricio Villegas, Fabio A. Gonzlez |
| 2017 | CIARP | A Two-Step Neural Network Approach to Passage Retrieval for Open Domain Question Answering. | Andrs Rosso-Mateus, Fabio A. Gonzlez, Manuel Montes-y-Gmez |
| 2017 | CIARP | Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation. | Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. Gonzlez |
| 2017 | EACL | A Multi-task Approach to Predict Likability of Books. | Suraj Maharjan, John Edison Arevalo Ovalle, Manuel Montes-y-Gmez, Fabio A. Gonzlez, Thamar Solorio |
| 2017 | EACL | Convolutional Neural Networks for Authorship Attribution of Short Texts. | Prasha Shrestha, Sebastin Sierra, Fabio A. Gonzlez, Manuel Montes-y-Gmez, Paolo Rosso, Thamar Solorio |
| 2017 | FIE | Understanding the relationships between self-regulated learning and students source code in a computer programming course. | Hugo Castellanos, Felipe Restrepo-Calle, Fabio A. Gonzlez, Jhon Jairo Ramirez-Echeverry |
| 2017 | ICLR | Gated Multimodal Units for Information Fusion. | John Edison Arevalo Ovalle, Thamar Solorio, Manuel Montes-y-Gmez, Fabio A. Gonzlez |
| 2017 | MICCAI | Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images. | Sebastian Otlora, Oscar J. Perdomo, Fabio A. Gonzlez, Henning Mller |
| 2016 | ICSE | Finding relationships between socio-technical aspects and personality traits by mining developer e-mails. | Oscar Hernn Paruma-Pabn, Fabio A. Gonzlez, Jairo Aponte, Jorge E. Camargo, Felipe Restrepo-Calle |
| 2015 | CIARP | Semi-supervised Dimensionality Reduction via Multimodal Matrix Factorization. | Viviana Beltrn, Jorge A. Vanegas, Fabio A. Gonzlez |
| 2015 | CIARP | Online Kernel Matrix Factorization. | Andrs Esteban Pez-Torres, Fabio A. Gonzlez |
| 2015 | CIARP | Annotating and Retrieving Videos of Human Actions Using Matrix Factorization. | Fabin Pez, Fabio A. Gonzlez |
| 2015 | CIARP | Classification of Low-Level Atmospheric Structures Based on a Pyramid Representation and a Machine Learning Method. | Sebastin Sierra, Juan F. Molina, Angel Cruz-Roa, Jos Daniel Pabn, Ral Ramos-Polln, Fabio A. Gonzlez, Hugo Franco |
| 2015 | ICCCI | Supervised Greedy Layer-Wise Training for Deep Convolutional Networks with Small Datasets. | Diego Rueda-Plata, Ral Ramos-Polln, Fabio A. Gonzlez |
| 2015 | ICPRAM | Two-way Multimodal Online Matrix Factorization for Multi-label Annotation. | Jorge A. Vanegas, Viviana Beltrn, Fabio A. Gonzlez |
| 2015 | MICCAI | Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma. | Sebastian Otlora, Angel Cruz-Roa, John Edison Arevalo Ovalle, Manfredo Atzori, Anant Madabhushi, Alexander R. Judkins, Fabio A. Gonzlez, Henning Mller, Adrien Depeursinge |
| 2014 | CBMI | Online multimodal matrix factorization for human action video indexing. | Fabian Pez, Jorge A. Vanegas, Fabio A. Gonzlez |
| 2014 | CBMI | Unsupervised feature learning for content-based histopathology image retrieval. | Jorge A. Vanegas, John Edison Arevalo Ovalle, Fabio A. Gonzlez |
| 2013 | CIARP | Online Matrix Factorization for Space Embedding Multilabel Annotation. | Juan Sebastian Otlora Montenegro, Santiago A. Prez-Rubiano, Fabio A. Gonzlez |
| 2013 | CIARP | Large Scale Image Indexing Using Online Non-negative Semantic Embedding. | Jorge A. Vanegas, Fabio A. Gonzlez |
| 2012 | CIARP | Online Matrix Factorization for Multimodal Image Retrieval. | Juan C. Caicedo, Fabio A. Gonzlez |
| 2012 | CIARP | On the Robustness of Kernel-Based Clustering. | Fabio A. Gonzlez, Jos David Bermeo, Laura Ramos, Olfa Nasraoui |
| 2012 | CIARP | Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance Images. | Andrea Rueda, John Edison Arevalo Ovalle, Angel Cruz-Roa, Eduardo Romero, Fabio A. Gonzlez |
| 2012 | MICCAI | A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides. | Angel Cruz-Roa, Fabio A. Gonzlez, Joseph Galaro, Alexander R. Judkins, David Ellison, Jennifer Baccon, Anant Madabhushi, Eduardo Romero |
| 2011 | ICTIR | Quantum Latent Semantic Analysis. | Fabio A. Gonzlez, Juan C. Caicedo |
| 2011 | MICCAI | Histology Image Indexing Using a Non-negative Semantic Embedding. | Jorge A. Vanegas, Juan C. Caicedo, Fabio A. Gonzlez, Eduardo Romero |
| 2010 | CBMI | A kernel-based strategy for exploratory image collection search. | Jorge E. Camargo, Juan C. Caicedo, Anyela M. Chavarro, Fabio A. Gonzlez |
| 2010 | SPIRE | Text Comparison Using Soft Cardinality. | Sergio Jimnez, Fabio A. Gonzlez, Alexander F. Gelbukh |
| 2009 | AIME | Histopathology Image Classification Using Bag of Features and Kernel Functions. | Juan C. Caicedo, Angel Cruz-Roa, Fabio A. Gonzlez |
| 2009 | CIARP | A Multi-class Kernel Alignment Method for Image Collection Summarization. | Jorge E. Camargo, Fabio A. Gonzlez |
| 2009 | CIARP | Visual Pattern Analysis in Histopathology Images Using Bag of Features. | Angel Cruz-Roa, Juan C. Caicedo, Fabio A. Gonzlez |
| 2009 | CICLING | Generalized Mongue-Elkan Method for Approximate Text String Comparison. | Sergio Jimnez, Claudia Jeanneth Becerra, Alexander F. Gelbukh, Fabio A. Gonzlez |
| 2007 | CIARP | Automatic Clump Splitting for Cell Quantification in Microscopical Images. | Gloria Daz, Fabio A. Gonzlez, Eduardo Romero |
| 2007 | CIARP | Infected Cell Identification in Thin Blood Images Based on Color Pixel Classification: Comparison and Analysis. | Gloria Daz, Fabio A. Gonzlez, Eduardo Romero |
| 2007 | PSIVT | Design of a Medical Image Database with Content-Based Retrieval Capabilities. | Juan C. Caicedo, Fabio A. Gonzlez, Edwin Triana, Eduardo Romero |
| 2007 | SDM | Performance of Recommendation Systems in Dynamic Streaming Environments. | Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio A. Gonzlez |
| 2006 | CIKM | Collaborative filtering in dynamic usage environments. | Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio A. Gonzlez |
| 2006 | ICIP | A Grid Computing Approach to Subtraction Radiography. | Gabriel Maana, Eduardo Romero, Fabio A. Gonzlez |
| 2005 | GECCO | A comparative analysis of artificial immune network models. | Juan Carlos Galeano, Anglica Veloza-Suan, Fabio A. Gonzlez |
| 2005 | GECCO | Discriminating and visualizing anomalies using negative selection and self-organizing maps. | Fabio A. Gonzlez, Juan Carlos Galeano, Diego Alexander Rojas, Anglica Veloza-Suan |
| 2005 | GECCO | Distributed genetic algorithm for subtraction radiography. | Gabriel Maana, Fabio A. Gonzlez, Eduardo Romero |
| 2003 | CEC | Artificial immune system (AIS) research in the last five years. | Dipankar Dasgupta, Zhou Ji, Fabio A. Gonzlez |
| 2003 | GECCO | Using Adaptive Operators in Genetic Search. | Jonatan Gmez, Dipankar Dasgupta, Fabio A. Gonzlez |
| 2003 | GECCO | The Effect of Binary Matching Rules in Negative Selection. | Fabio A. Gonzlez, Dipankar Dasgupta, Jonatan Gmez |
| 2003 | GECCO | A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning. | Olfa Nasraoui, Fabio A. Gonzlez, Cesar Cardona, Carlos Rojas, Dipankar Dasgupta |
| 2003 | ICDM | TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model. | Olfa Nasraoui, Cesar Cardona Uribe, Carlos Rojas Coronel, Fabio A. Gonzlez |
| 2002 | CATA | Tool to Generate a Local Internet Weather Report. | Fabio A. Gonzlez, Nivedita Sumi Majumdar, Kim-Ip Lin, Dipankar Dasgupta |
| 2002 | CEC | Combining negative selection and classification techniques for anomaly detection. | Fabio A. Gonzlez, Dipankar Dasgupta, Robert Kozma |
| 2002 | GECCO | An Imunogenetic Technique To Detect Anomalies In Network Traffic. | Fabio A. Gonzlez, Dipankar Dasgupta |
| 2002 | GECCO | An Novel Artificial Immune System Approach to Robust Data Mining. | Olfa Nasraoui, Dipankar Dasgupta, Fabio A. Gonzlez |