An Intelligent Decision Support System for Intrusion Detection and Response. - Dipankar Dasgupta; Fabio A. González 001 (MMM-ACNS, 2001)

Tool to Generate a Local Internet Weather Report. - Fabio A. González 001; Nivedita Sumi Majumdar; Kim-Ip Lin; Dipankar Dasgupta (CATA, 2002)

Combining negative selection and classification techniques for anomaly detection. - Fabio A. González 001; Dipankar Dasgupta; Robert Kozma 001 (IEEE Congress on Evolutionary Computation, 2002)

An Imunogenetic Technique To Detect Anomalies In Network Traffic. - Fabio A. González 001; Dipankar Dasgupta (GECCO, 2002)

An Novel Artificial Immune System Approach to Robust Data Mining. - Olfa Nasraoui; Dipankar Dasgupta; Fabio A. González 001 (GECCO Late Breaking Papers, 2002)

An immunity-based technique to characterize intrusions in computer networks. - Fabio A. González 001; Dipankar Dasgupta (IEEE Trans. Evol. Comput., 2002)

Artificial immune system (AIS) research in the last five years. - Dipankar Dasgupta; Zhou Ji; Fabio A. González 001 (IEEE Congress on Evolutionary Computation, 2003)

An immuno-fuzzy approach to anomaly detection. - Jonatan Gómez; Fabio A. González 001; Dipankar Dasgupta (FUZZ-IEEE, 2003)

Using Adaptive Operators in Genetic Search. - Jonatan Gómez; Dipankar Dasgupta; Fabio A. González 001 (GECCO, 2003)

The Effect of Binary Matching Rules in Negative Selection. - Fabio A. González 001; Dipankar Dasgupta; Jonatan Gómez (GECCO, 2003)

A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning. - Olfa Nasraoui; Fabio A. González 001; Cesar Cardona; Carlos Rojas; Dipankar Dasgupta (GECCO, 2003)

An Evolutionary Approach to Generate Fuzzy Anomaly Signatures. - Fabio A. González 001; Jonatan Gómez; Madhavi Kaniganti; Dipankar Dasgupta (IAW, 2003)

A Randomized Real-Valued Negative Selection Algorithm. - Fabio A. González 001; Dipankar Dasgupta; Luis Fernando Niño (ICARIS, 2003)

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. González 001 (ICDM, 2003)

Anomaly Detection Using Real-Valued Negative Selection. - Fabio A. González 001; Dipankar Dasgupta (Genet. Program. Evolvable Mach., 2003)

Algoritmo Bio-Inspirado para la Detección y Visualización de Anomalías. - Juan Carlos Galeano; Fabio A. González 001; Diego Alexander Rojas; Angélica Veloza-Suan (CIIC, 2005)

Redes Inmunológicas Artificiales: Una Introducción. - Juan Carlos Galeano; Angélica Veloza-Suan; Fabio A. González 001 (CIIC, 2005)

A comparative analysis of artificial immune network models. - Juan Carlos Galeano; Angélica Veloza-Suan; Fabio A. González 001 (GECCO, 2005)

Discriminating and visualizing anomalies using negative selection and self-organizing maps. - Fabio A. González 001; Juan Carlos Galeano; Diego Alexander Rojas; Angélica Veloza-Suan (GECCO, 2005)

Distributed genetic algorithm for subtraction radiography. - Gabriel Mañana; Fabio A. González 001; Eduardo Romero 001 (GECCO Workshops, 2005)

Page Clustering Using a Distance-Based Algorithm. - Jairo Andrés Mojica; Diego Alexander Rojas; Jonatan Gómez; Fabio A. González 001 (LA-WEB, 2005)

CIDS: An agent-based intrusion detection system. - Dipankar Dasgupta; Fabio A. González 001; K. Yallapu; Jonatan Gómez; R. Yarramsettii (Comput. Secur., 2005)

Collaborative filtering in dynamic usage environments. - Olfa Nasraoui; Jeff Cerwinske; Carlos Rojas; Fabio A. González 001 (CIKM, 2006)

A Grid Computing Approach to Subtraction Radiography. - Gabriel Mañana; Eduardo Romero 001; Fabio A. González 001 (ICIP, 2006)

A neuro-immune model for discriminating and visualizing anomalies. - Fabio A. González 001; Juan Carlos Galeano; Diego Alexander Rojas; Angélica Veloza-Suan (Nat. Comput., 2006)

Automatic Clump Splitting for Cell Quantification in Microscopical Images. - Gloria Díaz; Fabio A. González 001; Eduardo Romero 001 (CIARP, 2007)

Infected Cell Identification in Thin Blood Images Based on Color Pixel Classification: Comparison and Analysis. - Gloria Díaz; Fabio A. González 001; Eduardo Romero 001 (CIARP, 2007)

Content-Based Medical Image Retrieval Using Low-Level Visual Features and Modality Identification. - Juan C. Caicedo; Fabio A. González 001; Eduardo Romero 001 (CLEF, 2007)

A Solution Concept for Artificial Immune Networks: A Coevolutionary Perspective. - Oscar M. Alonso; Fabio A. González 001; Fernando Niño; Juan Carlos Galeano (ICARIS, 2007)

Design of a Medical Image Database with Content-Based Retrieval Capabilities. - Juan C. Caicedo; Fabio A. González 001; Edwin Triana; Eduardo Romero 001 (PSIVT, 2007)

Performance of Recommendation Systems in Dynamic Streaming Environments. - Olfa Nasraoui; Jeff Cerwinske; Carlos Rojas; Fabio A. González 001 (SDM, 2007)

Herramienta informática para vigilancia tecnológica -VIGTECH-. - Víctor A. Bucheli G.; Fabio A. González 001 (Rev. Avances en Sistemas Informática, 2007)

A Semantic Content-Based Retrieval Method for Histopathology Images. - Juan C. Caicedo; Fabio A. González 001; Eduardo Romero 001 (AIRS, 2008)

3-Functions Meta-Learner Algorithm: a Mixture of Experts Technique to Improve Regression Models. - Claudia Jeanneth Becerra; Fabio Augusto González Osorio; Sergio Jiménez 001 (DMIN, 2008)

Knowledge-based Information Extraction Using Fuzzy String Searching and Word Sense Disambiguation for IT Product Data-sheets. - Sergio Jiménez 001; Claudia Jeanneth Becerra; Fabio Augusto González Osorio (IKE, 2008)

INDIE: An Artificial Immune Network for On-Line Density Estimation. - Juan Carlos Galeano-Huertas; Fabio A. González 001 (MICAI, 2008)

Hacia un Modelo de Red Inmunológica Artificial Basado en Kernels. - Juan Carlos Galeano; Fabio A. González 001 (Rev. Avances en Sistemas Informática, 2008)

Un Sistema de Extracción de Información Basado en Ontologías para Documentos en el Dominio de las Tecnologías de Información. - Sergio Jiménez 001; Fabio A. González 001 (Rev. Avances en Sistemas Informática, 2008)

Recuperación de Imágenes Médicas por Contenido usando Indexamiento Métrico. - Edwin A. Niño; Juan C. Caicedo; Fabio A. González 001 (Rev. Avances en Sistemas Informática, 2008)

Mining Candlesticks Patterns on Stock Series: A Fuzzy Logic Approach. - Mario Linares Vásquez; Fabio Augusto González Osorio; Diego Fernando Hernández Losada (ADMA, 2009)

Histopathology Image Classification Using Bag of Features and Kernel Functions. - Juan C. Caicedo; Angel Cruz-Roa; Fabio A. González 001 (AIME, 2009)

A Multi-class Kernel Alignment Method for Image Collection Summarization. - Jorge E. Camargo; Fabio A. González 001 (CIARP, 2009)

Visual Pattern Analysis in Histopathology Images Using Bag of Features. - Angel Cruz-Roa; Juan C. Caicedo; Fabio A. González 001 (CIARP, 2009)

Generalized Mongue-Elkan Method for Approximate Text String Comparison. - Sergio Jiménez 001; Claudia Jeanneth Becerra; Alexander F. Gelbukh; Fabio A. González 001 (CICLing, 2009)

A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images. - Gloria Díaz; Fabio A. González 001; Eduardo Romero 001 (J. Biomed. Informatics, 2009)

A kernel-based strategy for exploratory image collection search. - Jorge E. Camargo; Juan C. Caicedo; Anyela M. Chavarro; Fabio A. González 001 (CBMI, 2010)

NMF-based multimodal image indexing for querying by visual example. - Fabio A. González 001; Juan C. Caicedo; Olfa Nasraoui; Jaafar Ben-Abdallah (CIVR, 2010)

Bioingenium at ImageClefmed 2010: A Latent Semantic Approach. - José G. Moreno 001; Juan C. Caicedo; Fabio A. González 001 (CLEF (Notebook Papers/LABs/Workshops), 2010)

Multimodal Image Collection Visualization Using Non-negative Matrix Factorization. - Jorge E. Camargo; Juan C. Caicedo; Fabio A. González 001 (ECDL, 2010)

Combining visual features and text data for medical image retrieval using latent semantic kernels. - Juan C. Caicedo; José G. Moreno 001; Edwin A. Niño; Fabio A. González 001 (Multimedia Information Retrieval, 2010)

Text Comparison Using Soft Cardinality. - Sergio Jiménez 001; Fabio A. González 001; Alexander F. Gelbukh (SPIRE, 2010)

Multimodal Image Annotation Using Non-negative Matrix Factorization. - Jaafar Ben-Abdallah; Juan C. Caicedo; Fabio A. González 001; Olfa Nasraoui (Web Intelligence, 2010)

Quantum Latent Semantic Analysis. - Fabio A. González 001; Juan C. Caicedo (ICTIR, 2011)

Histology Image Indexing Using a Non-negative Semantic Embedding. - Jorge A. Vanegas; Juan C. Caicedo; Fabio A. González 001; Eduardo Romero 001 (MCBR-CDS, 2011)

Visual pattern mining in histology image collections using bag of features. - Angel Cruz-Roa; Juan C. Caicedo; Fabio A. González 001 (Artif. Intell. Medicine, 2011)

Content-based histopathology image retrieval using a kernel-based semantic annotation framework. - Juan C. Caicedo; Fabio A. González 001; Eduardo Romero 001 (J. Biomed. Informatics, 2011)

Online Matrix Factorization for Multimodal Image Retrieval. - Juan C. Caicedo; Fabio A. González 001 (CIARP, 2012)

On the Robustness of Kernel-Based Clustering. - Fabio A. González 001; José David Bermeo; Laura Ramos; Olfa Nasraoui (CIARP, 2012)

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 001; Fabio A. González 001 (CIARP, 2012)

Bioingenium at ImageCLEF 2012: Text and Visual Indexing for Medical Images. - Jorge A. Vanegas; Juan C. Caicedo; Jorge E. Camargo; Raúl Ramos-Pollán; Fabio A. González 001 (CLEF (Online Working Notes/Labs/Workshop), 2012)

BIGS: A framework for large-scale image processing and analysis over distributed and heterogeneous computing resources. - Raúl Ramos-Pollán; Fabio A. González 001; Juan C. Caicedo; Angel Cruz-Roa; Jorge E. Camargo; Jorge A. Vanegas; Santiago A. Perez; José David Bermeo; Juan Sebastian Otálora Montenegro; Paola K. Rozo; John Edison Arevalo Ovalle (eScience, 2012)

Model Reference Adaptive Position Controller with Smith Predictor for a Shaking-Table in Two Axes. - Carlos Esparza; Rafael Núñez; Fabio A. González 001 (MICAI (2), 2012)

A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides. - Angel Cruz-Roa; Fabio A. González 001; Joseph Galaro; Alexander R. Judkins; David Ellison; Jennifer Baccon; Anant Madabhushi; Eduardo Romero 001 (MICCAI (1), 2012)

Multimodal fusion for image retrieval using matrix factorization. - Juan C. Caicedo; Fabio A. González 001 (ICMR, 2012)

Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization. - Juan C. Caicedo; Jaafar Ben-Abdallah; Fabio A. González 001; Olfa Nasraoui (Neurocomputing, 2012)

Online Matrix Factorization for Space Embedding Multilabel Annotation. - Juan Sebastian Otálora Montenegro; Santiago A. Pérez-Rubiano; Fabio A. González 001 (CIARP (1), 2013)

Large Scale Image Indexing Using Online Non-negative Semantic Embedding. - Jorge A. Vanegas; Fabio A. González 001 (CIARP (1), 2013)

A comparison of geometric and energy-based point cloud semantic segmentation methods. - Mathieu Dubois; Paola K. Rozo; Alexander Gepperth; Fabio A. González 001; David Filliat (ECMR, 2013)

A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection. - Angel Alfonso Cruz-Roa; John Edison Arevalo Ovalle; Anant Madabhushi; Fabio Augusto González Osorio (MICCAI (2), 2013)

An adaptive image representation learned from data for cervix cancer tumor detection. - Angel Cruz-Roa; Eduardo Romero 001; Fabio A. González 001 (Digital Pathology, 2013)

A kernel-based framework for image collection exploration. - Jorge E. Camargo; Juan C. Caicedo; Fabio A. González 001 (J. Vis. Lang. Comput., 2013)

Distributed Cache Strategies for Machine Learning Classification Tasks over Cluster Computing Resources. - John Edison Arevalo Ovalle; Raúl Ramos-Pollán; Fabio A. González 001 (CARLA, 2014)

Online multimodal matrix factorization for human action video indexing. - Fabian Páez; Jorge A. Vanegas; Fabio A. González 001 (CBMI, 2014)

Unsupervised feature learning for content-based histopathology image retrieval. - Jorge A. Vanegas; John Edison Arevalo Ovalle; Fabio A. González 001 (CBMI, 2014)

MindLab at ImageCLEF 2014: Scalable Concept Image Annotation. - Jorge A. Vanegas; John Edison Arevalo Ovalle; Juan Sebastian Otálora Montenegro; Fabian Páez; Santiago A. Pérez-Rubiano; Fabio A. González 001 (CLEF (Working Notes), 2014)

Multimodal visualization based on latent topic analysis. - Jorge E. Camargo; Fabio A. González 001 (ICME Workshops, 2014)

Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks. - Angel Cruz-Roa; Ajay Basavanhally; Fabio A. González 001; Hannah Gilmore; Michael D. Feldman; Shridar Ganesan; Natalie Shih; John Tomaszewski 001; Anant Madabhushi (Digital Pathology, 2014)

Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection. - Haibo Wang; Angel Cruz-Roa; Ajay Basavanhally; Hannah Gilmore; Natalie Shih; Mike Feldman; John Tomaszewski 001; Fabio A. González 001; Anant Madabhushi (Digital Pathology, 2014)

MindLab-UNAL: Comparing Metamap and T-mapper for Medical Concept Extraction in SemEval 2014 Task 7. - Alejandro Riveros; Maria De-Arteaga; Fabio A. González 001; Sergio Jiménez 001; Henning Müller (SemEval@COLING, 2014)

Image indexing using regularized online non-negative semantic embedding. - Jorge A. Vanegas; Fabio A. González 001 (Intell. Data Anal., 2014)

Histology image search using multimodal fusion. - Juan C. Caicedo; Jorge A. Vanegas; Fabian Páez; Fabio A. González 001 (J. Biomed. Informatics, 2014)

Image Classification through Text Mining techniques: a Proposal. - Adrián Pastor López-Monroy; Manuel Montes-y-Gómez; Hugo Jair Escalante; Fabio A. González 001 (Res. Comput. Sci., 2014)

Extracting Salient Brain Patterns for Imaging-Based Classification of Neurodegenerative Diseases. - Andrea Rueda; Fabio A. González 001; Eduardo Romero 001 (IEEE Trans. Medical Imaging, 2014)

Semi-supervised Dimensionality Reduction via Multimodal Matrix Factorization. - Viviana Beltrán; Jorge A. Vanegas; Fabio A. González 001 (CIARP, 2015)

Online Kernel Matrix Factorization. - Andrés Esteban Páez-Torres; Fabio A. González 001 (CIARP, 2015)

Annotating and Retrieving Videos of Human Actions Using Matrix Factorization. - Fabián Páez; Fabio A. González 001 (CIARP, 2015)

Classification of Low-Level Atmospheric Structures Based on a Pyramid Representation and a Machine Learning Method. - Sebastián Sierra; Juan F. Molina; Angel Cruz-Roa; José Daniel Pabón; Raúl Ramos-Pollán; Fabio A. González 001; Hugo Franco (CIARP, 2015)

INAOE-UNAL at ImageCLEF 2015: Scalable Concept Image Annotation. - Luis Pellegrin; Jorge A. Vanegas; John Edison Arevalo Ovalle; Viviana Beltrán; Hugo Jair Escalante; Manuel Montes-y-Gómez; Fabio A. González 001 (CLEF (Working Notes), 2015)

Convolutional neural networks for mammography mass lesion classification. - John Edison Arevalo Ovalle; Fabio A. González 001; Raúl Ramos-Pollán; José Luís Oliveira; Miguel Ángel Guevara-López (EMBC, 2015)

Supervised Greedy Layer-Wise Training for Deep Convolutional Networks with Small Datasets. - Diego Rueda-Plata; Raúl Ramos-Pollán; Fabio A. González 001 (ICCCI (1), 2015)

Two-way Multimodal Online Matrix Factorization for Multi-label Annotation. - Jorge A. Vanegas; Viviana Beltrán; Fabio A. González 001 (ICPRAM (1), 2015)

Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma. - Sebastian Otálora; Angel Cruz-Roa; John Edison Arevalo Ovalle; Manfredo Atzori; Anant Madabhushi; Alexander R. Judkins; Fabio A. González 001; Henning Müller; Adrien Depeursinge (MICCAI (1), 2015)

An unsupervised feature learning framework for basal cell carcinoma image analysis. - John Edison Arevalo Ovalle; Angel Cruz-Roa; Viviana Arias; Eduardo Romero 001; Fabio A. González 001 (Artif. Intell. Medicine, 2015)

An Overview of Biomolecular Event Extraction from Scientific Documents. - Jorge A. Vanegas; Sérgio Matos; Fabio A. González 001; José Luís Oliveira (Comput. Math. Methods Medicine, 2015)

A Model to Predict Low Academic Performance at a Specific Enrollment Using Data Mining. - Camilo Ernesto Lopez Guarin; Elizabeth León-Guzmán; Fabio A. González 001 (Rev. Iberoam. de Tecnol. del Aprendiz., 2015)

Assessment of algorithms for mitosis detection in breast cancer histopathology images. - Mitko Veta; Paul J. van Diest; Stefan M. Willems; Haibo Wang; Anant Madabhushi; Angel Cruz-Roa; Fabio A. González 001; Anders Boesen Lindbo Larsen; Jacob S. Vestergaard; Anders B. Dahl; Dan C. Ciresan; Jürgen Schmidhuber; et al. (Medical Image Anal., 2015)

Soft Cardinality in Semantic Text Processing: Experience of the SemEval International Competitions. - Sergio Jiménez 001; Fabio A. González 001; Alexander F. Gelbukh (Polibits, 2015)

A Two-Step Retrieval Method for Image Captioning. - Luis Pellegrin; Jorge A. Vanegas; John Edison Arevalo Ovalle; Viviana Beltrán; Hugo Jair Escalante; Manuel Montes-y-Gómez; Fabio A. González 001 (CLEF, 2016)

PAN at FIRE: Overview of the PR-SOCO Track on Personality Recognition in SOurce COde. - Francisco M. Rangel Pardo; Fabio A. González 001; Felipe Restrepo-Calle; Manuel Montes-y-Gómez; Paolo Rosso (FIRE (Working Notes), 2016)

PAN@FIRE: Overview of the PR-SOCO Track on Personality Recognition in SOurce COde. - Francisco M. Rangel Pardo; Fabio A. González 001; Felipe Restrepo-Calle; Manuel Montes-y-Gómez; Paolo Rosso (FIRE Workshop, 2016)

An Interactive Tool to Support Student Assessment in Programming Assignments. - Lina F. Rosales-Castro; Laura A. Chaparro-Gutiérrez; Andrés Felipe Cruz-Salinas; Felipe Restrepo-Calle; Jorge E. Camargo; Fabio A. González 001 (IBERAMIA, 2016)

Data driven Vertical Total Electron Content workflow for GNSS positioning for single frequency receivers. - Susana Sanchez-Naranjo; Fabio A. González 001; Raúl Ramos-Pollán; Marc Solé (ICL-GNSS, 2016)

Finding relationships between socio-technical aspects and personality traits by mining developer e-mails. - Oscar Hernán Paruma-Pabón; Fabio A. González 001; Jairo Aponte; Jorge E. Camargo; Felipe Restrepo-Calle (CHASE@ICSE, 2016)

Analysis of PHOW representations for Alzheimer disease classification on brain structural MRI. - Ricardo Mendoza-Leon; Fabio A. González 001; Pablo Arbeláez; John Puentes; Marcela Hernández Hoyos (ISBI, 2016)

Representation learning for mammography mass lesion classification with convolutional neural networks. - John Edison Arevalo Ovalle; Fabio A. González 001; Raúl Ramos-Pollán; José Luís Oliveira; Miguel Ángel Guevara-López (Comput. Methods Programs Biomed., 2016)

P-type based dimensionality reduction for open contours of Colombian Páramo plant species. - Mary Lee Berdugo-Lattke; Fabio A. González 001; Orlando Rangel-Ch; Francisco Gómez 002 (Ecol. Informatics, 2016)

Improving the BoVW via discriminative visual n-grams and MKL strategies. - Adrián Pastor López-Monroy; Manuel Montes-y-Gómez; Hugo Jair Escalante; Angel Cruz-Roa; Fabio A. González 001 (Neurocomputing, 2016)

Multimodal latent topic analysis for image collection summarization. - Jorge E. Camargo; Fabio A. González 001 (Inf. Sci., 2016)

Mathematical properties of soft cardinality: Enhancing Jaccard, Dice and cosine similarity measures with element-wise distance. - Sergio Jiménez 001; Fabio A. González 001; Alexander F. Gelbukh (Inf. Sci., 2016)

A Flexible Framework for the Evaluation of Unsupervised Image Annotation. - Luis Pellegrin; Hugo Jair Escalante; Manuel Montes-y-Gómez; Mauricio Villegas; Fabio A. González 001 (CIARP, 2017)

A Two-Step Neural Network Approach to Passage Retrieval for Open Domain Question Answering. - Andrés Rosso-Mateus; Fabio A. González 001; Manuel Montes-y-Gómez (CIARP, 2017)

Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation. - Jorge A. Vanegas; Hugo Jair Escalante; Fabio A. González 001 (CIARP, 2017)

Convolutional Neural Networks for Author Profiling in PAN 2017. - Sebastián Sierra; Manuel Montes-y-Gómez; Thamar Solorio; Fabio A. González 001 (CLEF (Working Notes), 2017)

A Multi-task Approach to Predict Likability of Books. - Suraj Maharjan; John Edison Arevalo Ovalle; Manuel Montes-y-Gómez; Fabio A. González 001; Thamar Solorio (EACL (1), 2017)

Convolutional Neural Networks for Authorship Attribution of Short Texts. - Prasha Shrestha; Sebastián Sierra; Fabio A. González 001; Manuel Montes-y-Gómez; Paolo Rosso; Thamar Solorio (EACL (2), 2017)

Classifying phishing URLs using recurrent neural networks. - Alejandro Correa Bahnsen; Eduardo Contreras Bohorquez; Sergio Villegas; Javier Vargas; Fabio A. González 001 (eCrime, 2017)

Understanding the relationships between self-regulated learning and students source code in a computer programming course. - Hugo Castellanos; Felipe Restrepo-Calle; Fabio A. González 001; Jhon Jairo Ramirez-Echeverry (FIE, 2017)

Gated Multimodal Units for Information Fusion. - John Edison Arevalo Ovalle; Thamar Solorio; Manuel Montes-y-Gómez; Fabio A. González 001 (ICLR (Workshop), 2017)

Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images. - Sebastian Otálora; Oscar J. Perdomo; Fabio A. González 001; Henning Müller (CVII-STENT/LABELS@MICCAI, 2017)

Combining morphometric features and convolutional networks fusion for glaucoma diagnosis. - Oscar J. Perdomo; John Edison Arevalo Ovalle; Fabio A. González 001 (SIPAIM, 2017)

LinearTag Models: Recommendations Using Linear User Profiles Based on Tags. - Claudia Jeanneth Becerra; Fabio Augusto González Osorio; Alexander F. Gelbukh (Computación y Sistemas, 2017)

Effective training of convolutional neural networks with small, specialized datasets. - Diego Rueda-Plata; Raúl Ramos-Pollán; Fabio A. González 001 (J. Intell. Fuzzy Syst., 2017)

Local and global approaches for unsupervised image annotation. - Luis Pellegrin; Hugo Jair Escalante; Manuel Montes-y-Gómez; Fabio A. González 001 (Multim. Tools Appl., 2017)

Evaluation of Type Inference with Textual Cues. - Amirreza Shirani; Adrián Pastor López-Monroy; Fabio A. González 001; Thamar Solorio; Mohammad Amin Alipour (AAAI Workshops, 2018)

Large Scale Learning Techniques for Least Squares Support Vector Machines. - Santiago Toledo-Cortés; Iván Yesid Castellanos Martínez; Fabio A. González 001 (CIARP, 2018)

Combining Textual and Visual Representations for Multimodal Author Profiling: Notebook for PAN at CLEF 2018. - Sebastián Sierra; Fabio A. González 001 (CLEF (Working Notes), 2018)

A Genre-Aware Attention Model to Improve the Likability Prediction of Books. - Suraj Maharjan; Manuel Montes-y-Gómez; Fabio A. González 001; Thamar Solorio (EMNLP, 2018)

OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes. - Oscar J. Perdomo; Sebastian Otálora; Fabio A. González 001; Fabrice Mériaudeau; Henning Müller (ISBI, 2018)

Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation. - Oscar J. Perdomo; Vincent Andrearczyk; Fabrice Mériaudeau; Henning Müller; Fabio A. González 001 (COMPAY/OMIA@MICCAI, 2018)

Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. - Gustavo Aguilar; Adrián Pastor López-Monroy; Fabio Augusto González Osorio; Thamar Solorio (NAACL-HLT, 2018)

Early Text Classification Using Multi-Resolution Concept Representations. - Adrián Pastor López-Monroy; Fabio A. González 001; Manuel Montes-y-Gómez; Hugo Jair Escalante; Thamar Solorio (NAACL-HLT, 2018)

Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books. - Suraj Maharjan; Sudipta Kar; Manuel Montes-y-Gómez; Fabio A. González 001; Thamar Solorio (NAACL-HLT (2), 2018)

Self-Regulated Learning in a Computer Programming Course. - Jhon J. Ramirez-Echeverry; Lina F. Rosales-Castro; Felipe Restrepo-Calle; Fabio A. González 001 (Rev. Iberoam. de Tecnol. del Aprendiz., 2018)

BM25-CTF: Improving TF and IDF factors in BM25 by using collection term frequencies. - Sergio Jiménez 001; Silviu-Petru Cucerzan; Fabio A. González 001; Alexander F. Gelbukh; George Dueñas (J. Intell. Fuzzy Syst., 2018)

A Forward Collision Warning System for Smartphones Using Image Processing and V2V Communication. - Subhadeep Patra; Peter Veelaert; Carlos T. Calafate; Juan-Carlos Cano; Willian Zamora; Pietro Manzoni; Fabio A. González 001 (Sensors, 2018)

A Mixed Information Source Approach for Biomedical Question Answering: MindLab at BioASQ 7B. - Mónica Pineda Vargas; Andrés Rosso-Mateus; Fabio A. González 001; Manuel Montes-y-Gómez (PKDD/ECML Workshops (2), 2019)

Jointly Learning Author and Annotated Character N-gram Embeddings: A Case Study in Literary Text. - Suraj Maharjan; Deepthi Mave; Prasha Shrestha; Manuel Montes-y-Gómez; Fabio Augusto González Osorio; Thamar Solorio (RANLP, 2019)

Continuous assessment in a computer programming course supported by a software tool. - Felipe Restrepo-Calle; Jhon J. Ramirez-Echeverry; Fabio A. González 001 (Comput. Appl. Eng. Educ., 2019)

word2set: WordNet-Based Word Representation Rivaling Neural Word Embedding for Lexical Similarity and Sentiment Analysis. - Sergio Jiménez 001; Fabio A. González 001; Alexander F. Gelbukh; George Dueñas (IEEE Comput. Intell. Mag., 2019)

Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography. - Oscar J. Perdomo; Hernán Rios; Francisco J. Rodríguez 004; Juan Sebastian Otálora Montenegro; Fabrice Mériaudeau; Henning Müller; Fabio A. González 001 (Comput. Methods Programs Biomed., 2019)

The performance evaluation of Multi-representation in the Deep Learning models for Relation Extraction Task. - Jefferson A. Peña Torres; Raul Ernesto Gutierrez; Víctor A. Bucheli; Fabio Augusto González Osorio (CoRR, 2019)

Novel Distributional Visual-Feature Representations for image classification. - Adrián Pastor López-Monroy; Manuel Montes-y-Gómez; Hugo Jair Escalante; Fabio A. González 001 (Multim. Tools Appl., 2019)

Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies. - Luis Pellegrin; Hugo Jair Escalante; Manuel Montes-y-Gómez; Fabio A. González 001 (Multim. Tools Appl., 2019)

Transductive non-linear semantic embedding for multi-class classification. - Jorge A. Vanegas; Viviana Beltrán; Hugo Jair Escalante; Fabio A. González 001 (Pattern Recognit. Lett., 2019)

Scalable multi-label annotation via semi-supervised kernel semantic embedding. - Jorge A. Vanegas; Hugo Jair Escalante; Fabio A. González 001 (Pattern Recognit. Lett., 2019)

A Deep Metric Learning Method for Biomedical Passage Retrieval. - Andrés Rosso-Mateus; Fabio A. González 001; Manuel Montes-y-Gómez (COLING, 2020)

Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval. - Juan S. Lara; Victor H. Contreras O.; Sebastian Otálora; Henning Müller; Fabio A. González 001 (MICCAI (5), 2020)

A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement. - Andrés D. Pérez; Oscar J. Perdomo; Hernán Rios; Francisco J. Rodríguez 004; Fabio A. González 001 (OMIA@MICCAI, 2020)

Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification. - Santiago Toledo-Cortés; Melissa De La Pava; Oscar J. Perdomo; Fabio A. González 001 (OMIA@MICCAI, 2020)

Supervised Learning with Quantum Measurements. - Fabio A. González 001; Vladimir Vargas-Calderón; Herbert Vinck-Posada (CoRR, 2020)

Dissimilarity Mixture Autoencoder for Deep Clustering. - Juan S. Lara; Fabio A. González 001 (CoRR, 2020)

Early author profiling on Twitter using profile features with multi-resolution. - Adrián Pastor López-Monroy; Fabio A. González 001; Thamar Solorio (Expert Syst. Appl., 2020)

Deep fusion of multiple term-similarity measures for biomedical passage retrieval. - Andrés Rosso-Mateus; Manuel Montes-y-Gómez; Paolo Rosso; Fabio A. González 001 (J. Intell. Fuzzy Syst., 2020)

Gated multimodal networks. - John Edison Arevalo Ovalle; Thamar Solorio; Manuel Montes-y-Gómez; Fabio A. González 001 (Neural Comput. Appl., 2020)

From None to Severe: Predicting Severity in Movie Scripts. - Yigeng Zhang; Mahsa Shafaei; Fabio A. González 001; Thamar Solorio (EMNLP (Findings), 2021)

Deep Bag-of-Sub-Emotions for Depression Detection in Social Media. - Juan S. Lara; Mario Ezra Aragón; Fabio A. González 001; Manuel Montes-y-Gómez (TDS, 2021)

Many-Qudit representation for the Travelling Salesman Problem Optimisation. - Vladimir Vargas-Calderón; Nicolás Parra-A.; Herbert Vinck-Posada; Fabio A. González 001 (CoRR, 2021)

Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression. - Santiago Toledo-Cortés; Diego H. Useche; Fabio A. González 001 (CoRR, 2021)

A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection. - Melissa delaPava; Hernán Rios; Francisco J. Rodríguez 004; Oscar J. Perdomo; Fabio A. González 001 (CoRR, 2021)

Robust kernels for robust location estimation. - Joseph Alejandro Gallego; Fabio A. González 001; Olfa Nasraoui (Neurocomputing, 2021)

Fast Kernel Density Estimation with Density Matrices and Random Fourier Features. - Joseph Alejandro Gallego; Juan F. Osorio; Fabio A. González 001 (IBERAMIA, 2022)

InQMAD: Incremental Quantum Measurement Anomaly Detection. - Joseph Gallego-Mejia; Oscar Bustos-Brinez; Fabio A. González 001 (ICDM (Workshops), 2022)

Risk Automatic Prediction for Social Economy Companies Using Camels. - Joseph Gallego-Mejia; Daniela Martin-Vega; Fabio A. González 001 (WEA, 2022)

Grading diabetic retinopathy and prostate cancer diagnostic images with deep quantum ordinal regression. - Santiago Toledo-Cortés; Diego H. Useche; Henning Müller; Fabio A. González 001 (Comput. Biol. Medicine, 2022)

Deep Learning Ensemble Model for the Prediction of Traffic Accidents Using Social Media Data. - Camilo Gutierrez-Osorio; Fabio A. González 001; Cesar Augusto Pedraza (Comput., 2022)

Optimisation-free Classification and Density Estimation with Quantum Circuits. - Vladimir Vargas-Calderón; Fabio A. González 001; Herbert Vinck-Posada (CoRR, 2022)

Quantum Adaptive Fourier Features for Neural Density Estimation. - Joseph Alejandro Gallego; Fabio A. González 001 (CoRR, 2022)

Deep Semi-Supervised and Self-Supervised Learning for Diabetic Retinopathy Detection. - Jose Miguel Arrieta Ramos; Oscar J. Perdomo; Fabio A. González 001 (CoRR, 2022)

AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features. - Oscar Bustos-Brinez; Joseph Gallego-Mejia; Fabio A. González 001 (CoRR, 2022)

LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection. - Joseph Gallego-Mejia; Oscar Bustos-Brinez; Fabio A. González 001 (CoRR, 2022)

Quantum measurement classification with qudits. - Diego H. Useche; Andres Giraldo-Carvajal; Hernan M. Zuluaga-Bucheli; Jose A. Jaramillo-Villegas; Fabio A. González 001 (Quantum Inf. Process., 2022)

Learning with density matrices and random features. - Fabio A. González 001; Joseph Alejandro Gallego; Santiago Toledo-Cortés; Vladimir Vargas-Calderón (Quantum Mach. Intell., 2022)

Optimisation-free density estimation and classification with quantum circuits. - Vladimir Vargas-Calderón; Fabio A. González 001; Herbert Vinck-Posada (Quantum Mach. Intell., 2022)

Fast Kernel Density Estimation with Density Matrices and Random Fourier Features Software. - Joseph Alejandro Gallego; Juan F. Osorio; Fabio A. González 001 (Zenodo, 2022)

LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract). - Joseph A. Gallego-Mejia; Oscar A. Bustos-Brinez; Fabio A. González 001 (AAAI, 2023)

Deep Metric Learning for Effective Passage Retrieval in the BioASQ Challenge. - Andrés Rosso-Mateus; León A. Muñoz-Serna; Manuel Montes-y-Gómez; Fabio A. González 001 (CLEF (Working Notes), 2023)

Automatic Classification of Esophagogastroduodenoscopy Sub-Anatomical Regions. - Diego Bravo; Josué Ruano; María Jaramillo; Daniel Gallego; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2023)

Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial Analysis. - Diego Bravo; Sebastian Medina; Josué Ruano; María Jaramillo; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (SIPAIM, 2023)

Automatic Localization of Pancreatic Tumoral Regions in Whole Sequences of Echoendoscopy Procedures. - María Jaramillo; Josué Ruano; Diego Bravo; Sebastian Medina; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (SIPAIM, 2023)

Generating synthetic endoscopy videos following a systematic screening protocol. - Josué Ruano; Diego Bravo; María Jaramillo; Martín Gómez; Javier Pascau; Fabio A. González 001; Eduardo Romero 001 (SIPAIM, 2023)

DEMANDE: Density Matrix Neural Density Estimation. - Joseph A. Gallego-Mejia; Fabio A. González 001 (IEEE Access, 2023)

What are the Machine Learning best practices reported by practitioners on Stack Exchange? - Anamaria Mojica-Hanke; Andrea Bayona; Mario Linares-Vásquez; Steffen Herbold; Fabio A. González 001 (CoRR, 2023)

Quantum Kernel Mixtures for Probabilistic Deep Learning. - Fabio A. González 001; Raúl Ramos-Pollán; Joseph A. Gallego-Mejia (CoRR, 2023)

Lightweight learning from label proportions on satellite imagery. - Raúl Ramos-Pollán; Fabio A. González 001 (CoRR, 2023)

Positive and Risky Message Assessment for Music Products. - Yigeng Zhang; Mahsa Shafaei; Fabio A. González 001; Thamar Solorio (CoRR, 2023)

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare. - Karim Lekadir; Aasa Feragen; Abdul Joseph Fofanah; Alejandro F. Frangi; Alena Buyx; Anais Emelie; Andrea Lara; Antonio R. Porras; An-Wen Chan; Arcadi Navarro; Ben Glocker; Benard Ohene Botwe; et al. (CoRR, 2023)

DEMANDE Dataset. - Joseph A. Gallego-Mejia; Fabio A. González 001 (Zenodo, 2023)

An empirical study of quantum dynamics as a ground state problem with neural quantum states. - Vladimir Vargas-Calderón; Herbert Vinck-Posada; Fabio A. González 001 (Quantum Inf. Process., 2023)

Sentinel2 RGB chips over BENELUX with ESA World Cover for Learning with Label Proportions. - Raúl Ramos-Pollán; Fabio A. González 001 (Zenodo, 2023)

Sentinel2 RGB chips over Colombia (NE) with ESA World Cover for Learning with Label Proportions. - Raúl Ramos-Pollán; Fabio A. González 001 (Zenodo, 2023)

Sentinel2 RGB chips over Colombia (NE) with JRC GHSL Population Density 2015 for Learning with Label Proportions. - Raúl Ramos-Pollán; Fabio A. González 001 (Zenodo, 2023)

Sentinel2 RGB chips over BENELUX with JRC GHSL Population Density 2015 for Learning with Label Proportions. - Raúl Ramos-Pollán; Fabio A. González 001 (Zenodo, 2023)

Learning with Label Proportions on Sentinel-2 RGB imagery. - Raúl Ramos-Pollán; Fabio Augusto González Osorio (IEEE DataPort, 2023)

Interpreting Themes from Educational Stories. - Yigeng Zhang; Fabio A. González 001; Thamar Solorio (LREC/COLING, 2024)

Automatic Endoscopy Classification by Fusing Depth Estimations and Image Information. - Diego Bravo; Josué Ruano; María Jaramillo; Sebastian Medina; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2024)

Predicting Metaplasia in Upper Gastrointestinal Images from White Light Endoscopy. - María Jaramillo; Diego Bravo; Jose Miguel Quijano; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2024)

Finding Out and Quantifying Nuclei Differences in Metaplastic Gastric Glands and Surrounding Nuclei. - Ricardo A. Moncayo; María Jaramillo; Leidy T. Molano; David Cordoba; David Becerra; Javier Revelo-Fuelagán; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2024)

Estimating Polyp Size From a Single Colonoscopy Image Using a Shape-From-Shading Model. - Josué Ruano; Diego Bravo; Diana Giraldo; Martín Gómez; Fabio A. González 001; Antoine Manzanera; Eduardo Romero 001 (ISBI, 2024)

Characterizing the Left Ventricular Ultrasound Dynamics in the Frequency Domain to Estimate the Cardiac Function. - Andrés Felipe Carrera-Pinzón; Leonard Toro-Quitian; Juan Camilo Torres; Alexander Cerón; Wilson J. Sarmiento; Arnold Mendez-Toro; Angel Cruz-Roa; R. E. Gutiérrez-Carvajal; Carlos Órtiz Davila; Fabio A. González 001; Eduardo Romero 001; Marcela Iregui Guerrero (MICCAI (1), 2024)

Latent Anomaly Detection Through Density Matrices. - Joseph Gallego-Mejia; Oscar Bustos-Brinez; Fabio A. González 001 (CoRR, 2024)

Correction: Learning with density matrices and random features. - Fabio A. González 001; Joseph Alejandro Gallego; Santiago Toledo-Cortés; Vladimir Vargas-Calderón (Quantum Mach. Intell., 2024)

Self-Supervised Learning for Multi-Category Endoscopy Classification and Data Quality Evaluation Using Masked Autoencoders. - Diego Bravo; Josué Ruano; Martín Gómez; Fabio A. González 001; Eduardo Romero 001 (ISBI, 2025)

GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media. - Horacio Jesús Jarquín-Vásquez; Hugo Jair Escalante; Manuel Montes-y-Gómez; Fabio A. González 001 (IEEE Trans. Affect. Comput., 2025)

MEMO-QCD: quantum density estimation through memetic optimisation for quantum circuit design. - Juan E. Ardila-García; Vladimir Vargas-Calderón; Fabio A. González 001; Diego H. Useche; Herbert Vinck-Posada (Quantum Mach. Intell., 2025)