Guillermo L. Grinblat

Consejo Nacional de Investigaciones Científicas y Técnicas — Argentina

Computer Science · Physical Sciences

12h-index1.2kcitations23works0.02yr avg
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Research Topics

Imbalanced Data Classification Techniques(4), Data Stream Mining Techniques(4), Neural Networks and Applications(3), Face and Expression Recognition(2), Neural dynamics and brain function(2)

Publications23 total

Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images
arXiv (Cornell University)·2019· 3 citedOpen Access
Online Object Detection and Localization on Stereo Visual SLAM System
Journal of Intelligent & Robotic Systems·2019· 15 cited
Seed-per-pod estimation for plant breeding using deep learning
Computers and Electronics in Agriculture·2018· 145 citedOpen Access
Class-Splitting Generative Adversarial Networks
arXiv (Cornell University)·2017· 31 citedOpen Access
Análisis semántico en rostros utilizando redes neuronales profundas
El Servicio de Difusión de la Creación Intelectual (National University of La Plata)·2017
Deep learning for plant identification using vein morphological patterns
Computers and Electronics in Agriculture·2016· 611 citedOpen Access
Toward Large-Scale Vulnerability Discovery using Machine Learning
2016· 234 cited
Nonstationary regression with support vector machines
Neural Computing and Applications·2014· 17 citedOpen Access
Abrupt change detection with One-Class Time-Adaptive Support Vector Machines
Expert Systems with Applications·2013· 21 citedOpen Access
Deep Architectures on Drifting Concepts: A Simple Approach
El Servicio de Difusión de la Creación Intelectual (National University of La Plata)·2013· 1 cited
Evaluation of a new hybrid algorithm for highly imbalanced classification problems
International Journal of Hybrid Intelligent Systems·2011· 1 cited
Optimal reconstruction of dynamical systems: A noise amplification approach
Physical Review E·2011· 43 citedOpen Access
Quantized state simulation of spiking neural networks
SIMULATION·2011· 19 cited
Unsupervized Data-Driven Partitioning of Multiclass Problems
Lecture notes in computer science·2011· 1 cited
Extended evaluation of the UPM method for multiclass problems
El Servicio de Difusión de la Creación Intelectual (National University of La Plata)·2011Open Access
Extensión de métodos modernos de Aprendizaje Automatizado y aplicaciones
El Servicio de Difusión de la Creación Intelectual (National University of La Plata)·2011
New strategies for OVO feature selection on multiclass problems
El Servicio de Difusión de la Creación Intelectual (National University of La Plata)·2011Open Access
Solving Nonstationary Classification Problems With Coupled Support Vector Machines
IEEE Transactions on Neural Networks·2010· 43 cited
SVM Based Feature Selection: Why Are We Using the Dual?
Lecture notes in computer science·2010· 18 cited
Time-Adaptive Support Vector Machines
INTELIGENCIA ARTIFICIAL·2008· 2 citedOpen Access
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Frequent Co-authors

Pablo M. Granitto(15), Lucas C. Uzal(13), Hernán César Ahumada(7), Alejandro Ceccatto(4), Mónica G. Larese(2), P.F. Verdes(2), Javier Izetta(2), Gustavo Grieco(1), Sanjay Rawat(1), Josselin Feist(1), Laurent Mounier(1), Rafael Namías(1), Julieta S. Bianchi(1), Eligio N. Morandi(1), H. A. Ceccatto(1), Ernesto Kofman(1), Taihú Pire(1), Javier Corti(1), Marcos Pividori(1), Leonardo Morelli(1)