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Héctor Allende
Investigador Titular
Informática y Computación
Estadística computacional, Reconocimiento de patrones
  • Dr. Rer. Nat. Statistik, Universidad de Dortmund, Alemania (1988)
  • Master en Estadística, Universidad de Chile, Chile (1981)
  • Magíster en Matemática, UTFSM, Chile (1978)
  • Ingeniero Civil Electricista, UTFSM, Chile (1975)
Héctor Allende


Héctor Allende, J. Zamora, M. Mendoza (2014). Query Intent detection based on query log mining. [Ver más]
F. Ramírez, Héctor Allende (2013). Detection of Flaws in Aluminium Castings: A Comparative Study between Generative and Discriminant Approaches. [Ver más]
F. Ramirez, Héctor Allende (2012). Artificial Neural Networks and Machine Learning . [Ver más]
E. Canessa, Héctor Allende, S. Vera (2012). A new method for estimating missing values for a genetic algorithm used in robust design. [Ver más]
C. Fernandez, C. Valle, F. Sarabia, Héctor Allende (2012). Behavior analysis of neural network ensemble algorithm on a virtual machine cluster. [Ver más]
C. Moraga, C. Valle, Héctor Allende, R. Nanculef (2012). Training Regression Ensemble by sequential Target Correction and Resampling. [Ver más]
C. Droop, E. Canessa, Héctor Allende (2012). An Improved Genetic Algorithm for Robust Design in Multivariate Systems. [Ver más]
A. Quezada, C. Droop, E. Canessa, Héctor Allende (2011). An Improved Fuzzy Rule-Based Automated Trading Agent. [Ver más]
C. Moraga, C. Saavedra, Héctor Allende, R. Salas (2011). Machine Fusion to Enhance the Topology Preservation of Vector Quantization Artificial Neural Networks. [Ver más]
Héctor Allende, R. Alfaro (2011). Text Representation in Multi-label Classification: Two New Input Representations. [Ver más]
C. Sartori, Héctor Allende, R. Ñanculef, S. Lodi (2011). Two One-Pass Algorithms for Data Stream Classification using approximate MEBs. [Ver más]
E. Lopez, Héctor Allende, R. Ñanculef (2011). An Ensemble Method for Incremental Classification in Stationary and Non-stationary Environments. [Ver más]
Héctor Allende, J. Reyes-Lopez, R. Salas, S. Campos (2011). Zernike's feature descriptors for Iris Recognition with SVM. [Ver más]
C. Fernandez, C. Valle, F. Saravia, Héctor Allende, R. Monge (2010). Parallel Approach for Ensemble Learning with Locally Coupled Neural Networks. [Ver más]
Héctor Allende (2010). Peptide Fragmentomics. [Ver más]
D. Bravo, E. Canessa, Héctor Allende (2010). Robust Design in Multivariate Systems using Genetic Algorithms. [Ver más]
Héctor Allende, R. Alfaro (2010). A new input representation for multi-label text classification. [Ver más]
C. Moraga, Héctor Allende, R. Salas, R. Ñanculef, S. Moraga (2010). Ensembles Methods for Machine Learning. [Ver más]
D. Candel, Héctor Allende, R. Ñanculef (2010). A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine. [Ver más]
A. Veloz, Héctor Allende, R. Donoso (2010). Modified Expectation Maximization Algorithm for MRI segmentation. [Ver más]
Héctor Allende, R. Alfaro (2010). Multi-label Text Classification with Label Dependent Representation. [Ver más]
Héctor Allende, R. Alfaro (2010). Multi-label Text Classification with a Robust Label Dependent Representation. [Ver más]
A. Veloz, F. Ramirez, Héctor Allende (2010). Neuro-fuzzy-based Arrhythmia Classification Using Heart Rate Variability Features. [Ver más]