| 2008 |
| 33 | EE | Héctor Allende-Cid,
Alejandro Veloz,
Rodrigo Salas,
Steren Chabert,
Héctor Allende:
Self-Organizing Neuro-Fuzzy Inference System.
CIARP 2008: 429-436 |
| 2007 |
| 32 | EE | Héctor Allende-Cid,
Rodrigo Salas,
Héctor Allende,
Ricardo Ñanculef:
Robust Alternating AdaBoost.
CIARP 2007: 427-436 |
| 31 | EE | Ricardo Ñanculef,
Carlos Valle,
Héctor Allende,
Claudio Moraga:
Bagging with Asymmetric Costs for Misclassified and Correctly Classified Examples.
CIARP 2007: 694-703 |
| 30 | EE | Max Chacón,
Marcos Lévano,
Héctor Allende,
Hans Nowak:
Detection of Gene Expressions in Microarrays by Applying Iteratively Elastic Neural Net.
ICANNGA (2) 2007: 355-363 |
| 29 | EE | Héctor Allende,
Carlos Becerra,
Jorge Galbiati:
A Segmentation Method for Digital Images Based on Cluster Analysis.
ICANNGA (2) 2007: 554-563 |
| 28 | EE | Carlos Valle,
Ricardo Ñanculef,
Héctor Allende,
Claudio Moraga:
Two Bagging Algorithms with Coupled Learners to Encourage Diversity.
IDA 2007: 130-139 |
| 27 | EE | Patricia Trejo,
Ricardo Ñanculef,
Héctor Allende,
Claudio Moraga:
Probabilistic Aggregation of Classifiers for Incremental Learning.
IWANN 2007: 135-143 |
| 26 | EE | Carolina Saavedra,
Rodrigo Salas,
Sebastián Moreno,
Héctor Allende:
Fusion of Self Organizing Maps.
IWANN 2007: 227-234 |
| 25 | EE | Sebastián Moreno,
Héctor Allende,
Rodrigo Salas,
Carolina Saavedra:
Fusion of Neural Gas.
IWINAC (1) 2007: 558-567 |
| 24 | EE | Rodrigo Salas,
Sebastián Moreno,
Héctor Allende,
Claudio Moraga:
A robust and flexible model of hierarchical self-organizing maps for non-stationary environments.
Neurocomputing 70(16-18): 2744-2757 (2007) |
| 2006 |
| 23 | EE | Carolina Saavedra,
Sebastián Moreno,
Rodrigo Salas,
Héctor Allende:
Robustness Analysis of the Neural Gas Learning Algorithm.
CIARP 2006: 559-568 |
| 22 | EE | Ricardo Ñanculef,
Carlos Valle,
Héctor Allende,
Claudio Moraga:
Ensemble Learning with Local Diversity.
ICANN (1) 2006: 264-273 |
| 21 | EE | Ricardo Ñanculef,
Carlos Valle,
Héctor Allende,
Claudio Moraga:
Local Negative Correlation with Resampling.
IDEAL 2006: 570-577 |
| 2005 |
| 20 | EE | Rodrigo Salas,
Héctor Allende,
Sebastián Moreno,
Carolina Saavedra:
Flexible Architecture of Self Organizing Maps for Changing Environments.
CIARP 2005: 642-653 |
| 19 | EE | Héctor Allende,
Jorge Galbiati:
Edge Detection in Contaminated Images, Using Cluster Analysis.
CIARP 2005: 945-953 |
| 18 | EE | Ricardo Ñanculef,
Carlos Valle,
Héctor Allende,
Claudio Moraga:
Moderated Innovations in Self-poised Ensemble Learning.
CIS (1) 2005: 49-56 |
| 17 | EE | Ricardo Ñanculef,
Carlos Valle,
Héctor Allende,
Claudio Moraga:
Self-poised Ensemble Learning.
IDA 2005: 272-282 |
| 16 | EE | Sebastián Moreno,
Héctor Allende,
Cristian Rogel,
Rodrigo Salas:
Robust Growing Hierarchical Self Organizing Map.
IWANN 2005: 341-348 |
| 15 | EE | Carolina Saavedra,
Héctor Allende,
Sebastián Moreno,
Rodrigo Salas:
K-Dynamical Self Organizing Maps.
MICAI 2005: 702-711 |
| 2004 |
| 14 | EE | Héctor Allende,
Sebastián Moreno,
Cristian Rogel,
Rodrigo Salas:
Robust Self-organizing Maps.
CIARP 2004: 179-186 |
| 13 | EE | Héctor Allende,
Rodrigo Salas,
Romina Torres,
Claudio Moraga:
Modular Neural Network Applied to Non-Stationary Time Series.
Fuzzy Days 2004: 585-598 |
| 12 | EE | Ricardo Ñanculef,
Carlos Concha,
Claudio Moraga,
Héctor Allende:
Multiresolution Fuzzy Rule Systems.
Fuzzy Days 2004: 65-79 |
| 11 | EE | Héctor Allende,
Ricardo Ñanculef,
Rodrigo Salas:
Robust Bootstrapping Neural Networks.
MICAI 2004: 813-822 |
| 10 | EE | Héctor Allende,
Sebastián Moreno,
Cristian Rogel,
Rodrigo Salas:
Robust Neural Gas for the Analysis of Data with Outliers.
SCCC 2004: 149-155 |
| 9 | EE | Héctor Allende,
Jorge Galbiati:
A non-parametric filter for digital image restoration, using cluster analysis.
Pattern Recognition Letters 25(8): 841-847 (2004) |
| 2003 |
| 8 | EE | Héctor Allende,
Luis Pizarro:
Robust Estimation of Roughness Parameter in SAR Amplitude Images.
CIARP 2003: 129-136 |
| 7 | EE | Romina Torres,
Rodrigo Salas,
Héctor Allende,
Claudio Moraga:
Robust Expectation Maximization Learning Algorithm for Mixture of Experts.
IWANN (1) 2003: 238-245 |
| 6 | EE | Rodrigo Salas,
Romina Torres,
Héctor Allende,
Claudio Moraga:
Robust Estimation of Confidence Interval in Neural Networks Applied to Time Series.
IWANN (2) 2003: 441-448 |
| 5 | EE | Héctor Allende,
Romina Torres,
Rodrigo Salas,
Claudio Moraga:
Robust Learning Algorithm for the Mixture of Experts.
IbPRIA 2003: 19-27 |
| 4 | EE | Héctor Allende,
Rodrigo Salas,
Claudio Moraga:
A Robust and Effective Learning Algorithm for Feedforward Neural Networks Based on the Influence Function.
IbPRIA 2003: 28-36 |
| 2002 |
| 3 | EE | Héctor Allende,
Claudio Moraga,
Rodrigo Salas:
Robust Estimator for the Learning Process in Neural Networks Applied in Time Series.
ICANN 2002: 1080-1086 |
| 2001 |
| 2 | EE | Héctor Allende,
Claudio Moraga,
Rodrigo Salas:
Neural Model Identification Using Local Robustness Analysis.
Fuzzy Days 2001: 162-173 |
| 1 | | Héctor Allende,
Jorge Galbiati,
Ronny Vallejos:
Robust image modeling on image processing.
Pattern Recognition Letters 22(11): 1219-1231 (2001) |