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| 2012 | ||
|---|---|---|
| 53 | Luis Sanz, Héctor Allende, Marcelo Mendoza: Text Content Reliability Estimation in Web Documents: A New Proposal. CICLing (2) 2012: 438-449 | |
| 52 | Gabriela Dominguez, Juan Zamora, Miguel Guevara, Héctor Allende, Rodrigo Salas: Stream Volume Prediction in Twitter with Artificial Neural Networks. ICPRAM (2) 2012: 488-493 | |
| 51 | Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga: Training regression ensembles by sequential target correction and resampling. Inf. Sci. 195: 154-174 (2012) | |
| 50 | César Fernández, Carlos Valle, Francisco Saravia, Héctor Allende: Behavior analysis of neural network ensemble algorithm on a virtual machine cluster. Neural Computing and Applications 21(3): 535-542 (2012) | |
| 2011 | ||
| 49 | Ricardo Ñanculef, Erick López, Héctor Allende, Héctor Allende-Cid: An Ensemble Method for Incremental Classification in Stationary and Non-stationary Environments. CIARP 2011: 541-548 | |
| 48 | Ricardo Ñanculef, Héctor Allende, Stefano Lodi, Claudio Sartori: Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs. ICANNGA (2) 2011: 363-372 | |
| 47 | Rodrigo Alfaro, Héctor Allende: Text Representation in Multi-label Classification: Two New Input Representations. ICANNGA (2) 2011: 61-70 | |
| 46 | Rodrigo Salas, Carolina Saavedra, Héctor Allende, Claudio Moraga: Machine fusion to enhance the topology preservation of vector quantization artificial neural networks. Pattern Recognition Letters 32(7): 962-972 (2011) | |
| 2010 | ||
| 45 | Diego Candel, Ricardo Ñanculef, Carlos Concha, Héctor Allende: A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine. CIARP 2010: 484-491 | |
| 44 | Ramiro Donoso, Alejandro Veloz, Héctor Allende: Modified Expectation Maximization Algorithm for MRI Segmentation. CIARP 2010: 63-70 | |
| 43 | Felipe Ramirez, Héctor Allende-Cid, Alejandro Veloz, Héctor Allende: Neuro-fuzzy-based Arrhythmia Classification Using Heart Rate Variability Features. SCCC 2010: 205-211 | |
| 42 | Carlos Valle, Francisco Saravia, Héctor Allende, Raúl Monge, César Fernández: Parallel Approach for Ensemble Learning with Locally Coupled Neural Networks. Neural Processing Letters 32(3): 277-291 (2010) | |
| 2009 | ||
| 41 | Jorge Galbiati, Héctor Allende, Carlos Becerra: Dynamic Image Segmentation Method Using Hierarchical Clustering. CIARP 2009: 177-184 | |
| 40 | Héctor Allende-Cid, Jorge Mendoza, Héctor Allende, Enrique Canessa: Semi-supervised Robust Alternating AdaBoost. CIARP 2009: 579-586 | |
| 39 | Sergio Campos, Rodrigo Salas, Héctor Allende, Carlos Castro: Multimodal Algorithm for Iris Recognition with Local Topological Descriptors. CIARP 2009: 766-773 | |
| 38 | Claudio Moraga, Héctor Allende: Walsh Matrices in the Design of Industrial Experiments. EUROCAST 2009: 548-554 | |
| 37 | Carolina Saavedra, Rodrigo Salas, Héctor Allende, Claudio Moraga: Fusion of Topology Preserving Neural Networks. HAIS 2009: 517-524 | |
| 36 | Alejandro Veloz, Héctor Allende-Cid, Héctor Allende, Claudio Moraga, Rodrigo Salas: A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time Series Forecasting. KES (1) 2009: 22-29 | |
| 35 | Ricardo Ñanculef, Carlos Concha, Héctor Allende, Diego Candel, Claudio Moraga: AD-SVMs: A light extension of SVMs for multicategory classification. Int. J. Hybrid Intell. Syst. 6(2): 69-79 (2009) | |
| 2008 | ||
| 34 | Héctor Allende-Cid, Alejandro Veloz, Rodrigo Salas, Steren Chabert, Héctor Allende: Self-Organizing Neuro-Fuzzy Inference System. CIARP 2008: 429-436 | |
| 33 | Juan Ricardo Ñanculef, Carlos Concha, Héctor Allende, Diego Candel, Claudio Moraga: Multicategory SVMs by Minimizing the Distances among Convex-Hull Prototypes. HIS 2008: 423-428 | |
| 2007 | ||
| 32 | Héctor Allende-Cid, Rodrigo Salas, Héctor Allende, Ricardo Ñanculef: Robust Alternating AdaBoost. CIARP 2007: 427-436 | |
| 31 | Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga: Bagging with Asymmetric Costs for Misclassified and Correctly Classified Examples. CIARP 2007: 694-703 | |
| 30 | 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 | Héctor Allende, Carlos Becerra, Jorge Galbiati: A Segmentation Method for Digital Images Based on Cluster Analysis. ICANNGA (2) 2007: 554-563 | |
| 28 | Carlos Valle, Ricardo Ñanculef, Héctor Allende, Claudio Moraga: Two Bagging Algorithms with Coupled Learners to Encourage Diversity. IDA 2007: 130-139 | |
| 27 | Patricia Trejo, Ricardo Ñanculef, Héctor Allende, Claudio Moraga: Probabilistic Aggregation of Classifiers for Incremental Learning. IWANN 2007: 135-143 | |
| 26 | Carolina Saavedra, Rodrigo Salas, Sebastián Moreno, Héctor Allende: Fusion of Self Organizing Maps. IWANN 2007: 227-234 | |
| 25 | Sebastián Moreno, Héctor Allende, Rodrigo Salas, Carolina Saavedra: Fusion of Neural Gas. IWINAC (1) 2007: 558-567 | |
| 24 | 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 | Carolina Saavedra, Sebastián Moreno, Rodrigo Salas, Héctor Allende: Robustness Analysis of the Neural Gas Learning Algorithm. CIARP 2006: 559-568 | |
| 22 | Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga: Ensemble Learning with Local Diversity. ICANN (1) 2006: 264-273 | |
| 21 | Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga: Local Negative Correlation with Resampling. IDEAL 2006: 570-577 | |
| 2005 | ||
| 20 | Rodrigo Salas, Héctor Allende, Sebastián Moreno, Carolina Saavedra: Flexible Architecture of Self Organizing Maps for Changing Environments. CIARP 2005: 642-653 | |
| 19 | Héctor Allende, Jorge Galbiati: Edge Detection in Contaminated Images, Using Cluster Analysis. CIARP 2005: 945-953 | |
| 18 | Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga: Moderated Innovations in Self-poised Ensemble Learning. CIS (1) 2005: 49-56 | |
| 17 | Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga: Self-poised Ensemble Learning. IDA 2005: 272-282 | |
| 16 | Sebastián Moreno, Héctor Allende, Cristian Rogel, Rodrigo Salas: Robust Growing Hierarchical Self Organizing Map. IWANN 2005: 341-348 | |
| 15 | Carolina Saavedra, Héctor Allende, Sebastián Moreno, Rodrigo Salas: K-Dynamical Self Organizing Maps. MICAI 2005: 702-711 | |
| 2004 | ||
| 14 | Héctor Allende, Sebastián Moreno, Cristian Rogel, Rodrigo Salas: Robust Self-organizing Maps. CIARP 2004: 179-186 | |
| 13 | Héctor Allende, Rodrigo Salas, Romina Torres, Claudio Moraga: Modular Neural Network Applied to Non-Stationary Time Series. Fuzzy Days 2004: 585-598 | |
| 12 | Ricardo Ñanculef, Carlos Concha, Claudio Moraga, Héctor Allende: Multiresolution Fuzzy Rule Systems. Fuzzy Days 2004: 65-79 | |
| 11 | Héctor Allende, Ricardo Ñanculef, Rodrigo Salas: Robust Bootstrapping Neural Networks. MICAI 2004: 813-822 | |
| 10 | Héctor Allende, Sebastián Moreno, Cristian Rogel, Rodrigo Salas: Robust Neural Gas for the Analysis of Data with Outliers. SCCC 2004: 149-155 | |
| 9 | 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 | Héctor Allende, Luis Pizarro: Robust Estimation of Roughness Parameter in SAR Amplitude Images. CIARP 2003: 129-136 | |
| 7 | Romina Torres, Rodrigo Salas, Héctor Allende, Claudio Moraga: Robust Expectation Maximization Learning Algorithm for Mixture of Experts. IWANN (1) 2003: 238-245 | |
| 6 | 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 | Héctor Allende, Romina Torres, Rodrigo Salas, Claudio Moraga: Robust Learning Algorithm for the Mixture of Experts. IbPRIA 2003: 19-27 | |
| 4 | 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 | 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 | 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) | |
Colors in the list of coauthors
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