Carlos Hernndez-Espinosa
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
58
Venues
9
Active years
1998–2011
Best venue rank
B
Where they publish
Papers
58 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2011 | ICONIP | Introducing Reordering Algorithms to Classic Well-Known Ensembles to Improve Their Performance. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2011 | ICONIP | Improving Boosting Methods by Generating Specific Training and Validation Sets. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2011 | ICONIP | Using Bagging and Cross-Validation to Improve Ensembles Based on Penalty Terms. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2008 | ICANN | Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2008 | ICANN | New Results on Combination Methods for Boosting Ensembles. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2008 | IJCNN | Researching on combining boosting ensembles. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2007 | ICANN | Averaged Conservative Boosting: Introducing a New Method to Build Ensembles of Neural Networks. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2007 | ICANN | Stacking MF Networks to Combine the Outputs Provided by RBF Networks. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2007 | IJCNN | Mixing Aveboost and Conserboost to Improve Boosting Methods. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2007 | IJCNN | Designing a Multilayer Feedforward Ensemble with the Weighted Conservative Boosting Algorithm. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2007 | IWANN | Improving Adaptive Boosting with a Relaxed Equation to Update the Sampling Distribution. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2006 | ICANN | Improving the Expert Networks of a Modular Multi-Net System for Pattern Recognition. | Mercedes Fernndez-Redondo, Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa |
| 2006 | ICONIP | Training RBFs Networks: A Comparison Among Supervised and Not Supervised Algorithms. | Mercedes Fernndez-Redondo, Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa |
| 2006 | ICONIP | Mixture of Neural Networks: Some Experiments with the Multilayer Feedforward Architecture. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2006 | ICONIP | Adaptive Boosting: Dividing the Learning Set to Increase the Diversity and Performance of the Ensemble. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2006 | IJCNN | Training Radial Basis Functions by Gradient Descent. | Mercedes Fernndez-Redondo, Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa |
| 2006 | IJCNN | Designing a Multilayer Feedforward Ensembles with Cross Validated Boosting Algorithm. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2006 | IJCNN | Designing a New Multilayer Feedforward Modular Network for Classification Problems. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2005 | ICANN | Combination Methods for Ensembles of RBFs. | Carlos Hernndez-Espinosa, Joaqun Torres-Sospedra, Mercedes Fernndez-Redondo |
| 2005 | ICANN | Combination Methods for Ensembles of MF. | Joaqun Torres-Sospedra, Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2005 | ICANN | New Results on Ensembles of Multilayer Feedforward. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2005 | IJCNN | New experiments on ensembles of multilayer feedforward for classification problems. | Carlos Hernndez-Espinosa, Joaqun Torres-Sospedra, Mercedes Fernndez-Redondo |
| 2005 | IJCNN | A research on combination methods for ensembles of multilayer feedforward. | Joaqun Torres-Sospedra, Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2005 | IJCNN | A comparison of combination methods for ensembles of RBF networks. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2005 | IWANN | Ensembles of Multilayer Feedforward: Some New Results. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2004 | ICAISC | Training Radial Basis Functions by Gradient Descent. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa, Mamen Ortiz-Gmez, Joaqun Torres-Sospedra |
| 2004 | ICAISC | Experiments on Ensembles of Radial Basis Functions. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Joaqun Torres-Sospedra |
| 2004 | ICONIP | Some Experiments on Training Radial Basis Functions by Gradient Descent. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa, Mamen Ortiz-Gmez, Joaqun Torres-Sospedra |
| 2004 | ICONIP | Multilayer Feedforward Ensembles for Classification Problems. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa, Joaqun Torres-Sospedra |
| 2004 | IJCNN | Hyperspectral image classification by ensembles of multilayer feedforward networks. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa, Joaqun Torres-Sospedra |
| 2004 | ISNN | Gradient Descent Training of Radial Basis Functions. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa, Mamen Ortiz-Gmez, Joaqun Torres-Sospedra |
| 2004 | ISNN | Classification by Multilayer Feedforward Ensembles. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa, Joaqun Torres-Sospedra |
| 2004 | ISNN | Ensembles of RBFs Trained by Gradient Descent. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Joaqun Torres-Sospedra |
| 2004 | ISNN | Some Experiments with Ensembles of Neural Networks for Classification of Hyperspectral Images. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Joaqun Torres-Sospedra |
| 2004 | KES | Some Experiments on Ensembles of Neural Networks for Hyperspectral Image Classification. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Joaqun Torres-Sospedra |
| 2003 | ESANN | A new rule extraction algorithm based on interval arithmetic. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | ESANN | Ensemble Methods for Multilayer Feedforward. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | ICANN | Inversion of a Neural Network via Interval Arithmetic for Rule Extraction. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | IJCNN | Interval arithmetic inversion: a new rule extraction algorithm. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | IJCNN | A comparison of ensemble methods for multilayer feedforward networks. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | IWANN | Ensemble Methods for Multilayer Feedforward: An Experimental Study. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | IWANN | Rule Extraction from a Multilayer Feedforward Trained Network via Interval Arithmetic Inversion. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | IWANN | An Empirical Comparison of Training Algorithms for Radial Basis Functions. | Mamen Ortiz-Gmez, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2001 | ESANN | Coding the outputs of multilayer feedforward. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2001 | ESANN | Weight initialization methods for multilayer feedforward. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2000 | ESANN | Influence of weight-decay training in input selection methods. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2000 | IJCNN | On the Combination of Weight-Decay and Input Selection Methods. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2000 | IJCNN | A Comparison among Weight Initialization Methods for Multilayer Feedforward Networks. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2000 | IJCNN | Diagnosis of Vocal and Voice Disorders by the Speech Signal. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Pedro Gmez-Vilda |
| 1999 | IJCNN | Neural networks input selection by using the training set. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 1999 | IJCNN | A comparison between two interval arithmetic learning algorithms. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 1999 | IJCNN | Input selection by multilayer feedforward trained networks. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 1999 | IJCNN | Generalization capability of one and two hidden layers. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 1999 | Interspeech | On the selection of meaningful speech parameters used by a pathologic/non pathologic voice register classifier. | Juan Ignacio Godino-Llorente, Santiago Aguilera-Navarro, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Pedro Gmez-Vilda |
| 1999 | IWANN | How to Select the Inputs for a Multilayer Feedforward Network by Using the Training Set. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 1999 | IWANN | Optimal Use of a Trained Neural Network for Input Selection. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 1998 | ESANN | One or two hidden layers perceptrons. | Mercedes Fernndez, Carlos Hernndez-Espinosa |
| 1998 | ESANN | On the error function of interval arithmetic backpropagation. | Mercedes Fernndez, Carlos Hernndez-Espinosa |