Mario Martín

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 14

Top Topics

Approximate Policy Iteration

Top Venues

Frontiers Neuroinformatics

Publications

Daniel Felipe Ordoñez Apraez, Giulio Turrisi, Vladimir Kostic, Mario Martín, Antonio Agudo, Francesc Moreno-Noguer, Massimiliano Pontil, Claudio Semini, Carlos Mastalli
Morphological Symmetries in Robotics. CoRR (2024)
Daniel Felipe Ordoñez Apraez, Mario Martín, Antonio Agudo, Francesc Moreno-Noguer
On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis. CoRR (2023)
Daniel Felipe Ordoñez Apraez, Mario Martín, Antonio Agudo, Francesc Moreno
On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis. Robotics: Science and Systems (2023)
Daniel Felipe Ordoñez Apraez, Antonio Agudo, Francesc Moreno-Noguer, Mario Martín
An Adaptable Approach to Learn Realistic Legged Locomotion without Examples. ICRA (2022)
Daniel Felipe Ordoñez Apraez, Antonio Agudo, Francesc Moreno-Noguer, Mario Martín
An Adaptable Approach to Learn Realistic Legged Locomotion without Examples. CoRR (2021)
Neus Català, Mario Martín
Coin_flipper at eHealth-KD Challenge 2019: Voting LSTMs for Key Phrases and Semantic Relation Identification Applied to Spanish eHealth Texts. IberLEF@SEPLN (2019)
Neus Català, Mario Martín
Coin_flipper at eHealth-KD Challenge 2019: Voting LSTMs for Key Phrases and Semantic Relation Identification Applied to Spanish eHealth Texts. CoRR (2019)
Cristian Barrué, Roger Vila, Antonio B. Martínez, Mario Martín, Javier Vázquez-Salceda, Rafael Simó, Marta Barroso, Ulises Cortés
DIALCAT: Diabetes as an accelerator of cognitive impairment and Alzheimer's disease, comprehensive approach and adherence to treatment. Computación y Sistemas 23 (2) (2019)
Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, Maria C. Crespo-Maraver, Timothy J. Counihan, Patrick Browne, Leo R. Quinlan, Gearóid Ó Laighin, Dean Sweeney, Hadas Lewy, Gabriel Vainstein, Alberto Costa, Roberta Annicchiarico
Deep learning for freezing of gait detection in Parkinson's disease patients in their homes using a waist-worn inertial measurement unit. Knowl. Based Syst. 139 (2018)
Mario Martín, Javier Béjar, Gennaro Esposito, Neus Català, Ulises Cortés, Ferran Viñas, Josep Tarragó, Emilio Rojo, Rafal Nowak
Kernel alignment for identifying objective criteria from brain MEG recordings in schizophrenia. Pattern Recognit. Lett. 93 (2017)
Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Sheila Alcaine, Berta Mestre, Anna Prats, María de la Cruz Crespo, Joan Cabestany, Àngels Bayés, Andreu Català
Deep Learning for Detecting Freezing of Gait Episodes in Parkinson's Disease Based on Accelerometers. IWANN (2) (2017)
Mario Martín, Javier Béjar, Gennaro Esposito, Diógenes Chávez, Enrique Contreras, Silvio Glusman, Ulises Cortés, Pablo Rudomín
Markovian Analysis of the Sequential Behavior of the Spontaneous Spinal Cord Dorsum Potentials Induced by Acute Nociceptive Stimulation in the Anesthetized Cat. Frontiers Comput. Neurosci. 11 (2017)
Gennaro Esposito, Mario Martín
Bellman residuals minimization using online support vector machines. Appl. Intell. 47 (3) (2017)
Gennaro Esposito, Mario Martín
Approximate policy iteration using regularised Bellman residuals minimisation. J. Exp. Theor. Artif. Intell. 28 (1-2) (2016)
Mario Martín, Javier Béjar, Gennaro Esposito, Neus Català, Ulises Cortés, Ferran Viñas, Josep Tarragó, Emilio Rojo, Rafal Nowak
Using Kernel Alignment for Feature Selection in Schizophrenia Diagnostic. CCIA (2015)
Gennaro Esposito, Mario Martín
A Randomized Algorithm for the Exact Solution of Transductive Support Vector Machines. Appl. Artif. Intell. 29 (5) (2015)
Javier Béjar, Mario Martín, Gennaro Esposito, Enrique Contreras, Diógenes Chávez, Ulises Cortés, Pablo Rudomín
A Data Mining Methodology for Event Analysis in Neurophysiological Signals. CCIA (2015)
Gennaro Esposito, Mario Martín
A randomized algorithm for exact transduction. CCIA (2014)
Mario Martín, Enrique Contreras, Javier Béjar, Gennaro Esposito, Diógenes Chávez, Silvio Glusman, Ulises Cortés, Pablo Rudomín
A machine learning methodology for the selection and classification of spontaneous spinal cord dorsum potentials allows disclosure of structured (non-random) changes in neuronal connectivity induced by nociceptive stimulation. Frontiers Neuroinformatics 9 (2014)
Gennaro Esposito, Mario Martín
Approximate Policy Iteration with Bellman Residuals Minimization. CCIA (2014)
Mario Martín, Hector Geffner
Learning Generalized Policies from Planning Examples Using Concept Languages. Appl. Intell. 20 (1) (2004)
Ulises Cortés, Mario Martín
Guest Editorial: Machine Learning Policies. Appl. Intell. 20 (1) (2004)
Neus Català, Núria Castell, Mario Martín
A portable method for acquiring information extraction patterns without annotated corpora. Nat. Lang. Eng. 9 (2) (2003)
Mario Martín
On-Line Support Vector Machine Regression. ECML (2002)
Neus Català, Núria Castell, Mario Martín
Essence: A Portable Methodology for Acquiring Information Extraction Patterns. ECAI (2000)
Mario Martín, Hector Geffner
Learning Generalized Policies in Planning Using Concept Languages. KR (2000)
Mario Martín, Ulises Cortés
Learning to Solve Complex Tasks for Reactive Systems (Extended Abstract). ECML (1995)
Mario Martín, Ramon Sangüesa, Ulises Cortés
Knowledge Acquisition Combining Analytical and Empirrcal Techniques. ML (1991)