| 2013 | BIBE | A kernel SVM algorithm to detect mislabeled microarrays in human cancer samples. | Manuel Martn-Merino |
| 2011 | IJCNN | A semi-supervised clustering algorithm that integrates heterogeneous dissimilarities and data sources. | Manuel Martn-Merino |
| 2011 | IWANN | Fusing Heterogeneous Data Sources Considering a Set of Equivalence Constraints. | Manuel Martn-Merino |
| 2010 | ICANN | Learning a Combination of Heterogeneous Dissimilarities from Incomplete Knowledge. | Manuel Martn-Merino |
| 2010 | ICDM | Learning a Combination of Dissimilarities from a Set of Equivalence Constraints. | Manuel Martn-Merino |
| 2010 | SSPR | Semi-supervised Clustering Using Heterogeneous Dissimilarities. | Manuel Martn-Merino |
| 2009 | ICANN | Kernel Alignment | Manuel Martn-Merino, Javier De Las Rivas |
| 2009 | IDA | Improving k-NN for Human Cancer Classification Using the Gene Expression Profiles. | Manuel Martn-Merino, Javier De Las Rivas |
| 2008 | BIBE | Classification of multiple cancer types in a Hyper Reproducing Kernel Hilbert Space. | ngela Blanco, Manuel Martn-Merino, Javier De Las Rivas |
| 2008 | ICMLA | Combining Dissimilarities in a Hyper Reproducing Kernel Hilbert Space for Complex Human Cancer Prediction. | ngela Blanco, Manuel Martn-Merino, Javier De Las Rivas |
| 2007 | BIBE | Ensemble of Kernel Based Classifiers to Improve the Human Cancer Prediction using DNA Microarrays. | ngela Blanco, Manuel Martn-Merino, Javier De Las Rivas |
| 2007 | ICANN | Semi-supervised Metrics for Textual Data Visualization. | ngela Blanco, Manuel Martn-Merino |
| 2007 | ICANN | On the Combination of Dissimilarities for Gene Expression Data Analysis. | ngela Blanco, Manuel Martn-Merino, Javier De Las Rivas |
| 2007 | IDA | A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Data Visualization. | ngela Blanco, Manuel Martn-Merino |
| 2007 | IWANN | Combining SVM Classifiers for Email Anti-spam Filtering. | ngela Blanco, Alba Mara Ricket, Manuel Martn-Merino |
| 2007 | KES | Boosting Support Vector Machines Using Multiple Dissimilarities. | ngela Blanco, Manuel Martn-Merino |
| 2006 | ICANN | Electricity Load Forecasting Using Self Organizing Maps. | Manuel Martn-Merino, Jesus Romn |
| 2006 | ICONIP | A New SOM Algorithm for Electricity Load Forecasting. | Manuel Martn-Merino, Jesus Romn |
| 2006 | IDEAL | A New Semi-supervised Dimension Reduction Technique for Textual Data Analysis. | Manuel Martn-Merino, Jesus Romn |
| 2005 | IDA | Extending the SOM Algorithm to Visualize Word Relationships. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | ESANN | Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | ICONIP | Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | ICONIP | A New MDS Algorithm for Textual Data Analysis. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | ICPR | A New Sammon Algorithm for Sparse Data Visualization. | Manuel Martn-Merino, Alberto Muoz |
| 2003 | ESANN | Visualizing asymmetric proximities with MDS models. | Alberto Muoz, Manuel Martn-Merino |
| 2002 | ICANN | Detecting the Number of Clusters Using a Support Vector Machine Approach. | Javier M. Moguerza, Alberto Muoz, Manuel Martn-Merino |
| 2001 | ICANN | Self Organizing Map and Sammon Mapping for Asymmetric Proximities. | Manuel Martn-Merino, Alberto Muoz |