Fabio A. González
Orcid: 0000-0001-9009-7288Affiliations:
- National University of Colombia, Bogotá, Colombia
According to our database1,
Fabio A. González
authored at least 186 papers
between 2001 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on scopus.com
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on dl.acm.org
On csauthors.net:
Bibliography
2023
An empirical study of quantum dynamics as a ground state problem with neural quantum states.
Quantum Inf. Process., April, 2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare.
CoRR, 2023
What are the Machine Learning best practices reported by practitioners on Stack Exchange?
CoRR, 2023
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Automatic Localization of Pancreatic Tumoral Regions in Whole Sequences of Echoendoscopy Procedures.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Automated Anatomical Classification and Quality Assessment of Endoscopy by Temporal-Spatial Analysis.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Quantum Mach. Intell., 2022
CoRR, 2022
Deep Semi-Supervised and Self-Supervised Learning for Diabetic Retinopathy Detection.
CoRR, 2022
CoRR, 2022
Deep Learning Ensemble Model for the Prediction of Traffic Accidents Using Social Media Data.
Comput., 2022
Grading diabetic retinopathy and prostate cancer diagnostic images with deep quantum ordinal regression.
Comput. Biol. Medicine, 2022
Proceedings of the Applied Computer Sciences in Engineering, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022
2021
A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection.
CoRR, 2021
CoRR, 2021
Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
2020
J. Intell. Fuzzy Syst., 2020
Expert Syst. Appl., 2020
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
Pattern Recognit. Lett., 2019
Pattern Recognit. Lett., 2019
Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies.
Multim. Tools Appl., 2019
Multim. Tools Appl., 2019
The performance evaluation of Multi-representation in the Deep Learning models for Relation Extraction Task.
CoRR, 2019
Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography.
Comput. Methods Programs Biomed., 2019
word2set: WordNet-Based Word Representation Rivaling Neural Word Embedding for Lexical Similarity and Sentiment Analysis.
IEEE Comput. Intell. Mag., 2019
Comput. Appl. Eng. Educ., 2019
Jointly Learning Author and Annotated Character N-gram Embeddings: A Case Study in Literary Text.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
A Mixed Information Source Approach for Biomedical Question Answering: MindLab at BioASQ 7B.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
2018
A Forward Collision Warning System for Smartphones Using Image Processing and V2V Communication.
Sensors, 2018
J. Intell. Fuzzy Syst., 2018
Rev. Iberoam. de Tecnol. del Aprendiz., 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
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
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
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Multim. Tools Appl., 2017
Effective training of convolutional neural networks with small, specialized datasets.
J. Intell. Fuzzy Syst., 2017
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
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
Proceedings of the 2017 APWG Symposium on Electronic Crime Research, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the Working Notes of CLEF 2017, 2017
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
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
Neurocomputing, 2016
P-type based dimensionality reduction for open contours of Colombian Páramo plant species.
Ecol. Informatics, 2016
Representation learning for mammography mass lesion classification with convolutional neural networks.
Comput. Methods Programs Biomed., 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
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016
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
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 Anal., 2015
A Model to Predict Low Academic Performance at a Specific Enrollment Using Data Mining.
Rev. Iberoam. de Tecnol. del Aprendiz., 2015
Comput. Math. Methods Medicine, 2015
Artif. Intell. 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
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
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
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
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. Medical Imaging, 2014
Res. Comput. Sci., 2014
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
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014
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
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
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013
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
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
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
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012
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.
J. Biomed. Informatics, 2011
Artif. Intell. Medicine, 2011
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Proceedings of the Advances in Information Retrieval Theory, 2011
2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
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
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010
Proceedings of the CLEF 2010 LABs and Workshops, 2010
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010
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.
J. Biomed. Informatics, 2009
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009
Proceedings of the Progress in Pattern Recognition, 2009
Proceedings of the Progress in Pattern Recognition, 2009
Proceedings of the Artificial Intelligence in Medicine, 2009
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009
2008
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.
Rev. Avances en Sistemas Informática, 2008
Rev. Avances en Sistemas Informática, 2008
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
Proceedings of the Information Retrieval Technology, 2008
2007
Rev. Avances en Sistemas Informática, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007
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
Proceedings of the Progress in Pattern Recognition, 2007
2006
Nat. Comput., 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
2005
Proceedings of the Third Latin American Web Congress (LA-Web 2005), 1 October, 2005
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
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
Genet. Program. Evolvable Mach., 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
Proceedings of the Artificial Immune Systems, Second International Conference, 2003
An Evolutionary Approach to Generate Fuzzy Anomaly Signatures.
Proceedings of the IEEE Systems, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
IEEE Trans. Evol. Comput., 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
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Tool to Generate a Local Internet Weather Report.
Proceedings of the ISCA 17th International Conference Computers and Their Applications, 2002
2001
Proceedings of the Information Assurance in Computer Networks: Methods, 2001