Fabio A. González

According to our database1, Fabio A. González authored at least 132 papers between 2001 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Continuous assessment in a computer programming course supported by a software tool.
Comp. Applic. in Engineering Education, 2019

2018
BM25-CTF: Improving TF and IDF factors in BM25 by using collection term frequencies.
Journal of Intelligent and Fuzzy Systems, 2018

Self-Regulated Learning in a Computer Programming Course.
IEEE-RITA, 2018

Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Early Text Classification Using Multi-Resolution Concept Representations.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

A Genre-Aware Attention Model to Improve the Likability Prediction of Books.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Combining Textual and Visual Representations for Multimodal Author Profiling: Notebook for PAN at CLEF 2018.
Proceedings of the Working Notes of CLEF 2018, 2018

Large Scale Learning Techniques for Least Squares Support Vector Machines.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

Evaluation of Type Inference with Textual Cues.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Local and global approaches for unsupervised image annotation.
Multimedia Tools Appl., 2017

Effective training of convolutional neural networks with small, specialized datasets.
Journal of Intelligent and Fuzzy Systems, 2017

LinearTag Models: Recommendations Using Linear User Profiles Based on Tags.
Computación y Sistemas, 2017

Combining morphometric features and convolutional networks fusion for glaucoma diagnosis.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

Gated Multimodal Units for Information Fusion.
Proceedings of the 5th International Conference on Learning Representations, 2017

Understanding the relationships between self-regulated learning and students source code in a computer programming course.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Classifying phishing URLs using recurrent neural networks.
Proceedings of the 2017 APWG Symposium on Electronic Crime Research, 2017

Convolutional Neural Networks for Authorship Attribution of Short Texts.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

A Multi-task Approach to Predict Likability of Books.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Convolutional Neural Networks for Author Profiling in PAN 2017.
Proceedings of the Working Notes of CLEF 2017, 2017

Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

A Two-Step Neural Network Approach to Passage Retrieval for Open Domain Question Answering.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

A Flexible Framework for the Evaluation of Unsupervised Image Annotation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Mathematical properties of soft cardinality: Enhancing Jaccard, Dice and cosine similarity measures with element-wise distance.
Inf. Sci., 2016

Multimodal latent topic analysis for image collection summarization.
Inf. Sci., 2016

Improving the BoVW via discriminative visual n-grams and MKL strategies.
Neurocomputing, 2016

Representation learning for mammography mass lesion classification with convolutional neural networks.
Computer Methods and Programs in Biomedicine, 2016

Analysis of PHOW representations for Alzheimer disease classification on brain structural MRI.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Finding relationships between socio-technical aspects and personality traits by mining developer e-mails.
Proceedings of the 9th International Workshop on Cooperative and Human Aspects of Software Engineering, 2016

Data driven Vertical Total Electron Content workflow for GNSS positioning for single frequency receivers.
Proceedings of the International Conference on Localization and GNSS, 2016

An Interactive Tool to Support Student Assessment in Programming Assignments.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

PAN@FIRE: Overview of the PR-SOCO Track on Personality Recognition in SOurce COde.
Proceedings of the Text Processing, 2016

PAN at FIRE: Overview of the PR-SOCO Track on Personality Recognition in SOurce COde.
Proceedings of the Working notes of FIRE 2016, 2016

A Two-Step Retrieval Method for Image Captioning.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

2015
Soft Cardinality in Semantic Text Processing: Experience of the SemEval International Competitions.
Polibits, 2015

Assessment of algorithms for mitosis detection in breast cancer histopathology images.
Medical Image Analysis, 2015

A Model to Predict Low Academic Performance at a Specific Enrollment Using Data Mining.
IEEE-RITA, 2015

An Overview of Biomolecular Event Extraction from Scientific Documents.
Comp. Math. Methods in Medicine, 2015

An unsupervised feature learning framework for basal cell carcinoma image analysis.
Artificial Intelligence in Medicine, 2015

Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Two-way Multimodal Online Matrix Factorization for Multi-label Annotation.
Proceedings of the ICPRAM 2015, 2015

Supervised Greedy Layer-Wise Training for Deep Convolutional Networks with Small Datasets.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Convolutional neural networks for mammography mass lesion classification.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

INAOE-UNAL at ImageCLEF 2015: Scalable Concept Image Annotation.
Proceedings of the Working Notes of CLEF 2015, 2015

Classification of Low-Level Atmospheric Structures Based on a Pyramid Representation and a Machine Learning Method.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Annotating and Retrieving Videos of Human Actions Using Matrix Factorization.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Online Kernel Matrix Factorization.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Semi-supervised Dimensionality Reduction via Multimodal Matrix Factorization.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014
Extracting Salient Brain Patterns for Imaging-Based Classification of Neurodegenerative Diseases.
IEEE Trans. Med. Imaging, 2014

Histology image search using multimodal fusion.
Journal of Biomedical Informatics, 2014

Image indexing using regularized online non-negative semantic embedding.
Intell. Data Anal., 2014

MindLab-UNAL: Comparing Metamap and T-mapper for Medical Concept Extraction in SemEval 2014 Task 7.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

Multimodal visualization based on latent topic analysis.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

MindLab at ImageCLEF 2014: Scalable Concept Image Annotation.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Unsupervised feature learning for content-based histopathology image retrieval.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Online multimodal matrix factorization for human action video indexing.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Distributed Cache Strategies for Machine Learning Classification Tasks over Cluster Computing Resources.
Proceedings of the High Performance Computing - First HPCLATAM, 2014

2013
A kernel-based framework for image collection exploration.
J. Vis. Lang. Comput., 2013

An adaptive image representation learned from data for cervix cancer tumor detection.
Proceedings of the Medical Imaging 2013: Digital Pathology, 2013

A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

A comparison of geometric and energy-based point cloud semantic segmentation methods.
Proceedings of the 2013 European Conference on Mobile Robots, 2013

Large Scale Image Indexing Using Online Non-negative Semantic Embedding.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Online Matrix Factorization for Space Embedding Multilabel Annotation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Multimodal representation, indexing, automated annotation and retrieval of image collections via non-negative matrix factorization.
Neurocomputing, 2012

Multimodal fusion for image retrieval using matrix factorization.
Proceedings of the International Conference on Multimedia Retrieval, 2012

A Visual Latent Semantic Approach for Automatic Analysis and Interpretation of Anaplastic Medulloblastoma Virtual Slides.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Model Reference Adaptive Position Controller with Smith Predictor for a Shaking-Table in Two Axes.
Proceedings of the Advances in Computational Intelligence, 2012

BIGS: A framework for large-scale image processing and analysis over distributed and heterogeneous computing resources.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

Bioingenium at ImageCLEF 2012: Text and Visual Indexing for Medical Images.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

On the Robustness of Kernel-Based Clustering.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

Online Matrix Factorization for Multimodal Image Retrieval.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
Content-based histopathology image retrieval using a kernel-based semantic annotation framework.
Journal of Biomedical Informatics, 2011

Visual pattern mining in histology image collections using bag of features.
Artificial Intelligence in Medicine, 2011

Histology Image Indexing Using a Non-negative Semantic Embedding.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

Quantum Latent Semantic Analysis.
Proceedings of the Advances in Information Retrieval Theory, 2011

2010
Multimodal Image Annotation Using Non-negative Matrix Factorization.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Text Comparison Using Soft Cardinality.
Proceedings of the String Processing and Information Retrieval, 2010

Combining visual features and text data for medical image retrieval using latent semantic kernels.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Multimodal Image Collection Visualization Using Non-negative Matrix Factorization.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

Bioingenium at ImageClefmed 2010: A Latent Semantic Approach.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

NMF-based multimodal image indexing for querying by visual example.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

A kernel-based strategy for exploratory image collection search.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

2009
A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images.
Journal of Biomedical Informatics, 2009

Generalized Mongue-Elkan Method for Approximate Text String Comparison.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009

Visual Pattern Analysis in Histopathology Images Using Bag of Features.
Proceedings of the Progress in Pattern Recognition, 2009

A Multi-class Kernel Alignment Method for Image Collection Summarization.
Proceedings of the Progress in Pattern Recognition, 2009

Histopathology Image Classification Using Bag of Features and Kernel Functions.
Proceedings of the Artificial Intelligence in Medicine, 2009

Mining Candlesticks Patterns on Stock Series: A Fuzzy Logic Approach.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008
Recuperación de Imágenes Médicas por Contenido usando Indexamiento Métrico.
RASI, 2008

Un Sistema de Extracción de Información Basado en Ontologías para Documentos en el Dominio de las Tecnologías de Información.
RASI, 2008

Hacia un Modelo de Red Inmunológica Artificial Basado en Kernels.
RASI, 2008

INDIE: An Artificial Immune Network for On-Line Density Estimation.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Knowledge-based Information Extraction Using Fuzzy String Searching and Word Sense Disambiguation for IT Product Data-sheets.
Proceedings of the 2008 International Conference on Information & Knowledge Engineering, 2008

3-Functions Meta-Learner Algorithm: a Mixture of Experts Technique to Improve Regression Models.
Proceedings of The 2008 International Conference on Data Mining, 2008

A Semantic Content-Based Retrieval Method for Histopathology Images.
Proceedings of the Information Retrieval Technology, 2008

2007
Herramienta informática para vigilancia tecnológica -VIGTECH-.
RASI, 2007

Performance of Recommendation Systems in Dynamic Streaming Environments.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Design of a Medical Image Database with Content-Based Retrieval Capabilities.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

A Solution Concept for Artificial Immune Networks: A Coevolutionary Perspective.
Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

Content-Based Medical Image Retrieval Using Low-Level Visual Features and Modality Identification.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Infected Cell Identification in Thin Blood Images Based on Color Pixel Classification: Comparison and Analysis.
Proceedings of the Progress in Pattern Recognition, 2007

Automatic Clump Splitting for Cell Quantification in Microscopical Images.
Proceedings of the Progress in Pattern Recognition, 2007

2006
A neuro-immune model for discriminating and visualizing anomalies.
Natural Computing, 2006

A Grid Computing Approach to Subtraction Radiography.
Proceedings of the International Conference on Image Processing, 2006

Collaborative filtering in dynamic usage environments.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
CIDS: An agent-based intrusion detection system.
Computers & Security, 2005

Page Clustering Using a Distance-Based Algorithm.
Proceedings of the Third Latin American Web Congress (LA-Web 2005), 1 October, 2005

Distributed genetic algorithm for subtraction radiography.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Discriminating and visualizing anomalies using negative selection and self-organizing maps.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

A comparative analysis of artificial immune network models.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Redes Inmunológicas Artificiales: Una Introducción.
Proceedings of the Memorias del Congreso Internacional de Inteligencia Computacional, 2005

Algoritmo Bio-Inspirado para la Detección y Visualización de Anomalías.
Proceedings of the Memorias del Congreso Internacional de Inteligencia Computacional, 2005

2003
Anomaly Detection Using Real-Valued Negative Selection.
Genetic Programming and Evolvable Machines, 2003

TECNO-STREAMS: Tracking Evolving Clusters in Noisy Data Streams with a Scalable Immune System Learning Model.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

A Randomized Real-Valued Negative Selection Algorithm.
Proceedings of the Artificial Immune Systems, Second International Conference, 2003

An Evolutionary Approach to Generate Fuzzy Anomaly Signatures.
Proceedings of the IEEE Systems, 2003

A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning.
Proceedings of the Genetic and Evolutionary Computation, 2003

The Effect of Binary Matching Rules in Negative Selection.
Proceedings of the Genetic and Evolutionary Computation, 2003

Using Adaptive Operators in Genetic Search.
Proceedings of the Genetic and Evolutionary Computation, 2003

An immuno-fuzzy approach to anomaly detection.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Artificial immune system (AIS) research in the last five years.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

2002
An immunity-based technique to characterize intrusions in computer networks.
IEEE Trans. Evolutionary Computation, 2002

An Novel Artificial Immune System Approach to Robust Data Mining.
Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

An Imunogenetic Technique To Detect Anomalies In Network Traffic.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Tool to Generate a Local Internet Weather Report.
Proceedings of the ISCA 17th International Conference Computers and Their Applications, 2002

2001
An Intelligent Decision Support System for Intrusion Detection and Response.
Proceedings of the Information Assurance in Computer Networks: Methods, 2001


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