Self Organizing Map and Sammon Mapping for Asymmetric Proximities. - Manuel Martín-Merino; Alberto Muñoz (ICANN, 2001)

Detecting the Number of Clusters Using a Support Vector Machine Approach. - Javier M. Moguerza; Alberto Muñoz; Manuel Martín-Merino (ICANN, 2002)

Visualizing asymmetric proximities with MDS models. - Alberto Muñoz; Manuel Martín-Merino (ESANN, 2003)

Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. - Manuel Martín-Merino; Alberto Muñoz (ESANN, 2004)

Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. - Manuel Martín-Merino; Alberto Muñoz (ICONIP, 2004)

A New MDS Algorithm for Textual Data Analysis. - Manuel Martín-Merino; Alberto Muñoz (ICONIP, 2004)

A New Sammon Algorithm for Sparse Data Visualization. - Manuel Martín-Merino; Alberto Muñoz (ICPR (1), 2004)

Extending the SOM Algorithm to Visualize Word Relationships. - Manuel Martín-Merino; Alberto Muñoz (IDA, 2005)

Visualizing asymmetric proximities with SOM and MDS models. - Manuel Martín-Merino; Alberto Muñoz (Neurocomputing, 2005)

Electricity Load Forecasting Using Self Organizing Maps. - Manuel Martín-Merino; Jesus Román (ICANN (2), 2006)

A New SOM Algorithm for Electricity Load Forecasting. - Manuel Martín-Merino; Jesus Román (ICONIP (1), 2006)

A New Semi-supervised Dimension Reduction Technique for Textual Data Analysis. - Manuel Martín-Merino; Jesus Román (IDEAL, 2006)

Ensemble of Kernel Based Classifiers to Improve the Human Cancer Prediction using DNA Microarrays. - Ángela Blanco; Manuel Martín-Merino; Javier De Las Rivas (BIBE, 2007)

Semi-supervised Metrics for Textual Data Visualization. - Ángela Blanco; Manuel Martín-Merino (ICANN (2), 2007)

On the Combination of Dissimilarities for Gene Expression Data Analysis. - Ángela Blanco; Manuel Martín-Merino; Javier De Las Rivas (ICANN (2), 2007)

A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Data Visualization. - Ángela Blanco; Manuel Martín-Merino (IDA, 2007)

Combining SVM Classifiers for Email Anti-spam Filtering. - Ángela Blanco; Alba María Ricket; Manuel Martín-Merino (IWANN, 2007)

Boosting Support Vector Machines Using Multiple Dissimilarities. - Ángela Blanco; Manuel Martín-Merino (KES (1), 2007)

Ensemble of Dissimilarity Based Classifiers for Cancerous Samples Classification. - Ángela Blanco; Manuel Martín-Merino; Javier De Las Rivas (PRIB, 2007)

Combining dissimilarity based classifiers for cancer prediction using gene expression profiles. - Ángela Blanco; Manuel Martín-Merino; Javier De Las Rivas (BMC Bioinform., 2007)

Classification of multiple cancer types in a Hyper Reproducing Kernel Hilbert Space. - Ángela Blanco; Manuel Martín-Merino; Javier De Las Rivas (BIBE, 2008)

Combining Dissimilarities in a Hyper Reproducing Kernel Hilbert Space for Complex Human Cancer Prediction. - Ángela Blanco; Manuel Martín-Merino; Javier De Las Rivas (ICMLA, 2008)

Ensemble of Support Vector Machines to Improve the Cancer Class Prediction Based on the Gene Expression Profiles. - Ángela Blanco; Manuel Martín-Merino; Javier De Las Rivas (Innovations in Hybrid Intelligent Systems, 2008)

Kernel Alignment k-NN for Human Cancer Classification Using the Gene Expression Profiles. - Manuel Martín-Merino; Javier De Las Rivas (ICANN (2), 2009)

Improving k-NN for Human Cancer Classification Using the Gene Expression Profiles. - Manuel Martín-Merino; Javier De Las Rivas (IDA, 2009)

A local semi-supervised Sammon algorithm for textual data visualization. - Manuel Martín-Merino; Ángela Blanco (J. Intell. Inf. Syst., 2009)

Ensemble of SVM Classifiers for Spam Filtering. - Ángela Blanco; Manuel Martín-Merino (Encyclopedia of Artificial Intelligence, 2009)

Learning a Combination of Heterogeneous Dissimilarities from Incomplete Knowledge. - Manuel Martín-Merino (ICANN (3), 2010)

Learning a Combination of Dissimilarities from a Set of Equivalence Constraints. - Manuel Martín-Merino (ICDM Workshops, 2010)

Semi-supervised Clustering Using Heterogeneous Dissimilarities. - Manuel Martín-Merino (SSPR/SPR, 2010)

A semi-supervised clustering algorithm that integrates heterogeneous dissimilarities and data sources. - Manuel Martín-Merino (IJCNN, 2011)

Fusing Heterogeneous Data Sources Considering a Set of Equivalence Constraints. - Manuel Martín-Merino (IWANN (1), 2011)

A kernel SVM algorithm to detect mislabeled microarrays in human cancer samples. - Manuel Martín-Merino (BIBE, 2013)

A Clustering Algorithm Based on an Ensemble of Dissimilarities: An Application in the Bioinformatics Domain. - Manuel Martín-Merino; Alfonso José López Rivero; Vidal Alonso; Marcelo Vallejo García; Antonio Ferreras (Int. J. Interact. Multim. Artif. Intell., 2022)

Application of Machine Learning Techniques for the Characterization and Early Diagnosis of Respiratory Diseases Such as COVID-19. - Alfonso José López Rivero; Carlos Chinchilla Corbacho; Tatiana Romero Arias; Manuel Martín-Merino; Paulo Váz (IEEE Access, 2024)