| 2025 | IBPRIA | Multi-Hop Pooling: Leveraging Transition Matrices for Hierarchical Graph Representation Learning. | Ahmed Begga, Francisco Escolano, Miguel Angel Lozano |
| 2025 | IBPRIA | Node Representation Diversity via Entropy Maximization in Graph Neural Networks. | Ahmed Begga, Francisco Escolano, Miguel Angel Lozano |
| 2022 | IJCAI | Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract). | Miguel Angel Lozano, scar Garibo i Orts, Eloy Piol, Miguel Rebollo, Kristina Polotskaya, Miguel ngel Garca-March, J. Alberto Conejero, Francisco Escolano, Nuria Oliver |
| 2020 | ICPR | On learning Random Forests for Random Forest-clustering. | Manuele Bicego, Francisco Escolano |
| 2020 | SSPR | The Entropy of Graph Embeddings: A Proxy of Potential Mobility in Covid19 Outbreaks. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2018 | ICPR | net4Lap: Neural Laplacian Regularization for Ranking and Re-Ranking. | Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin Robert Hancock |
| 2018 | ICPR | Semi-supervised Graph Rewiring with the Dirichlet Principle. | Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2018 | SSPR | Dirichlet Densifiers: Beyond Constraining the Spectral Gap. | Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2016 | ICPR | An edge-based matching kernel on commute-time spanning trees. | Lu Bai, Lixin Cui, Francisco Escolano, Edwin R. Hancock |
| 2016 | SSPR | Commute Times in Dense Graphs. | Francisco Escolano, Manuel Curado, Edwin R. Hancock |
| 2016 | SSPR | Dirichlet Graph Densifiers. | Francisco Escolano, Manuel Curado, Miguel Angel Lozano, Edwin R. Hancock |
| 2014 | ICPR | Directed Depth-Based Complexity Traces of Hypergraphs from Directed Line Graphs. | Lu Bai, Edwin R. Hancock, Peng Ren, Francisco Escolano |
| 2014 | ICPR | The Mutual Information between Graphs. | Francisco Escolano, Edwin R. Hancock |
| 2014 | SSPR | Quantum vs Classical Ranking in Segment Grouping. | Francisco Escolano, Boyan Bonev, Edwin R. Hancock |
| 2013 | CAIP | Complexity Fusion for Indexing Reeb Digraphs. | Francisco Escolano, Edwin R. Hancock, Silvia Biasotti |
| 2012 | SSPR | Heat Flow-Thermodynamic Depth Complexity in Directed Networks. | Francisco Escolano, Boyan Bonev, Edwin R. Hancock |
| 2011 | CAIP | From Points to Nodes: Inverse Graph Embedding through a Lagrangian Formulation. | Francisco Escolano, Edwin R. Hancock |
| 2011 | CVPR | Graph matching through entropic manifold alignment. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2010 | CVPR | Bypass information-theoretic shape similarity from non-rigid points-based alignment. | Francisco Escolano, Miguel Angel Lozano, Boyan Bonev, Pablo Suau |
| 2010 | ICPR | Information-theoretic Feature Selection from Unattributed Graphs. | Boyan Bonev, Francisco Escolano, Daniela Giorgi, Silvia Biasotti |
| 2010 | ICPR | Heat Flow-Thermodynamic Depth Complexity in Networks. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2010 | ICPR | Entropy Estimation and Multi-Dimensional Scale Saliency. | Pablo Suau, Francisco Escolano |
| 2010 | SSPR | High-Dimensional Spectral Feature Selection for 3D Object Recognition Based on Reeb Graphs. | Boyan Bonev, Francisco Escolano, Daniela Giorgi, Silvia Biasotti |
| 2010 | SSPR | What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock, Daniela Giorgi |
| 2010 | SSPR | Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixtures. | Antonio Pealver Benavent, Francisco Escolano, Boyan Bonev |
| 2010 | SSPR | Analysis of the Multi-Dimensional Scale Saliency Algorithm and Its Application to Texture Categorization. | Pablo Suau, Francisco Escolano |
| 2009 | ACIVS | A New Feasible Approach to Multi-dimensional Scale Saliency. | Pablo Suau, Francisco Escolano |
| 2009 | IWANN | Kernelization of Softassign and Motzkin-Strauss Algorithms. | Miguel Angel Lozano, Francisco Escolano |
| 2009 | IWANN | Graph-Based Representations in Pattern Recognition and Computational Intelligence. | Rebeca Marfil, Francisco Escolano, Antonio Bandera |
| 2008 | ICPR | Birkhoff polytopes, heat kernels and graph complexity. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2008 | ISVC | Multi-dimensional Scale Saliency Feature Extraction Based on Entropic Graphs. | Pablo Suau, Francisco Escolano |
| 2008 | SSPR | Polytopal Graph Complexity, Matrix Permanents, and Embedding. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2007 | IBPRIA | Exploiting Information Theory for Filtering the Kadir Scale-Saliency Detector. | Pablo Suau, Francisco Escolano |
| 2007 | IROS | Contextual visual localization: cascaded submap classification, optimized saliency detection, and fast view matching. | Francisco Escolano, Boyan Bonev, Pablo Suau, Wendy Aguilar, Yann Frauel, Juan Manuel Sez, Miguel Cazorla |
| 2007 | IROS | Ceiling mosaics through information-based SLAM. | Jose Pascual Roda, Juan Manuel Sez, Francisco Escolano |
| 2006 | SSPR | Two Entropy-Based Methods for Learning Unsupervised Gaussian Mixture Models. | Antonio Pealver Benavent, Francisco Escolano, Juan Manuel Sez |
| 2005 | CVPR | First Steps towards Stereo-based 6DOF SLAM for the Visually Impaired. | Juan Manuel Sez, Francisco Escolano, Antonio Pealver Benavent |
| 2005 | IROS | Active stereo based compact mapping. | Diego Viejo, Juan Manuel Sez, Miguel ngel Cazorla Quevedo, Francisco Escolano |
| 2004 | CIARP | Regularization Kernels and Softassign. | Miguel Angel Lozano, Francisco Escolano |
| 2004 | SSPR | A Significant Improvement of Softassign with Diffusion Kernels. | Miguel Angel Lozano, Francisco Escolano |
| 2003 | CIARP | Two New Scale-Adapted Texture Descriptors for Image Segmentation. | Miguel Angel Lozano, Francisco Escolano |
| 2003 | CIARP | An Entropy Maximization Approach to Optimal Model Selection in Gaussian Mixtures. | Antonio Pealver Benavent, Juan Manuel Sez, Francisco Escolano |
| 2003 | CIARP | Compact Mapping in Plane-Parallel Environments Using Stereo Vision. | Juan Manuel Sez, Antonio Pealver Benavent, Francisco Escolano |