- 2024
- Abdelhamid Nouayti, Essaid Chham, Iman Berriban, Mustafa Azahra, Mohamed Drissi El-Bouzaidi, José Antonio García Orza, Maryam Hadouachi, Tarik El Ghalbzouri, Tarek El Bardouni, Houda El Yaakoubi, María Ángeles Ferro-García:
Open-AMA: Open-source software for air masses statistical analysis. Comput. Geosci. 189: 105627 (2024) - Juan Carlos Gonçalves-Dosantos, Ignacio García-Jurado, Julián Costa-Bouzas, José M. Alonso-Meijide:
Necessary players and values. CoRR abs/2401.16930 (2024) - 2023
- José María Alonso-Meijide, Julián Costa-Bouzas, Ignacio García-Jurado, Juan Carlos Gonçalves-Dosantos:
On egalitarian values for cooperative games with level structures. Math. Methods Oper. Res. 98(1): 57-73 (2023) - Alejandro Romero, Francisco Bellas, José Antonio Becerra, Richard J. Duro:
Towards Efficient Knowledge Reuse for Open-ended Learning in Real Robots through Motivation. IJCNN 2023: 1-7 - Jose J. Bouza, Chun-Hao Yang, Baba C. Vemuri:
Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images. IPMI 2023: 563-575 - 2022
- Juan Carlos Gonçalves-Dosantos, Ignacio García-Jurado, Julián Costa-Bouzas, José María Alonso-Meijide:
Necessary players and values. Ann. Oper. Res. 318(2): 935-961 (2022) - Monami Banerjee, Rudrasis Chakraborty, Jose Bouza, Baba C. Vemuri:
VolterraNet: A Higher Order Convolutional Network With Group Equivariance for Homogeneous Manifolds. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 823-833 (2022) - Rudrasis Chakraborty, Jose Bouza, Jonathan H. Manton, Baba C. Vemuri:
ManifoldNet: A Deep Neural Network for Manifold-Valued Data With Applications. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 799-810 (2022) - Aiala Rosá, Luis Chiruzzo, Lucía Bouza, Alina Dragonetti, Santiago Castro, Mathías Etcheverry, Santiago Góngora, Santiago Goycoechea, Juan Machado, Guillermo Moncecchi, Juan José Prada, Dina Wonsever:
Overview of QuALES at IberLEF 2022: Question Answering Learning from Examples in Spanish. Proces. del Leng. Natural 69: 273-280 (2022) - Daniel Vidal-Soroa, Pedro Furelos, Francisco Bellas, José Antonio Becerra:
An Approach to 3D Object Detection in Real-Time for Cognitive Robotics Experiments. ROBOT (1) 2022: 283-294 - 2021
- José Antonio Becerra, Alejandro Romero, Francisco Bellas, Richard J. Duro:
Motivational engine and long-term memory coupling within a cognitive architecture for lifelong open-ended learning. Neurocomputing 452: 341-354 (2021) - Matthew Wheeler, Jose Bouza, Peter Bubenik:
Activation Landscapes as a Topological Summary of Neural Network Performance. IEEE BigData 2021: 3865-3870 - Oscar Fontenla-Romero, Francisco Bellas, Noelia Sánchez-Maroño, José Antonio Becerra:
Learning by Doing in Higher Education: An Experience to Increase Self-learning and Motivation in First Courses. CISIS-ICEUTE 2021: 336-345 - Jose J. Bouza, Chun-Hao Yang, David E. Vaillancourt, Baba C. Vemuri:
A Higher Order Manifold-Valued Convolutional Neural Network with Applications to Diffusion MRI Processing. IPMI 2021: 304-317 - Jorge Cerqueiro-Pequeño, Manuel Casal Guisande, Alberto Comesaña-Campos, José Benito Bouza-Rodríguez:
Conceptual Design of a New Methodology Based on Intelligent Systems Applied to the Determination of the User Experience in Ambulances. TEEM 2021: 290-296 - Jorge Cerqueiro-Pequeño, Alberto Comesaña-Campos, Manuel Casal Guisande, José Benito Bouza-Rodríguez:
A proposal for using active contour parametrical models in Cobb angle determination. TEEM 2021: 297-304 - Monami Banerjee, Rudrasis Chakraborty, Jose Bouza, Baba C. Vemuri:
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds. CoRR abs/2106.15301 (2021) - Matthew Wheeler, Jose Bouza, Peter Bubenik:
Activation Landscapes as a Topological Summary of Neural Network Performance. CoRR abs/2110.10136 (2021) - 2020
- Manuel Peralbo-Uzquiano, Raquel Fernández-Abella, Montserrat Durán-Bouza, Juan-Carlos Brenlla-Blanco, José Manuel Cotos Yáñez:
Evaluation of the effects of a virtual intervention programme on cognitive flexibility, inhibitory control and basic math skills in childhood education. Comput. Educ. 159: 104006 (2020) - Alejandro Romero, Francisco Bellas, José Antonio Becerra, Richard J. Duro:
Motivation as a tool for designing lifelong learning robots. Integr. Comput. Aided Eng. 27(4): 353-372 (2020) - Manuel Casal Guisande, Jorge Cerqueiro-Pequeño, Alberto Comesaña-Campos, José Benito Bouza-Rodríguez:
Proposal of a Methodology based on Expert Systems for the Treatment of Diabetic Foot Condition. TEEM 2020: 491-495 - Manuel Casal Guisande, Jorge Cerqueiro-Pequeño, Alberto Comesaña-Campos, José Benito Bouza-Rodríguez:
Conceptual Proposal of a Hierarchization System for Patients Candidate to Intensive Care Units in Health Catastrophe Situations. TEEM 2020: 496-500 - Jose J. Bouza, Chun-Hao Yang, David E. Vaillancourt, Baba C. Vemuri:
MVC-Net: A Convolutional Neural Network Architecture for Manifold-Valued Images With Applications. CoRR abs/2003.01234 (2020) - 2019
- Richard J. Duro, José Antonio Becerra, Juan Monroy, Francisco Bellas:
Perceptual Generalization and Context in a Network Memory Inspired Long-Term Memory for Artificial Cognition. Int. J. Neural Syst. 29(6): 1850053:1-1850053:26 (2019) - José M. Alonso-Meijide, Julián Costa-Bouzas, Ignacio García-Jurado:
Null, Nullifying, and Necessary Agents: Parallel Characterizations of the Banzhaf and Shapley Values. J. Optim. Theory Appl. 180(3): 1027-1035 (2019) - Alejandro Romero, José Antonio Becerra, Francisco Bellas, Richard J. Duro:
Modulation Based Transfer Learning of Motivational Cues in Developmental Robotics. IJCNN 2019: 1-8 - Rudrasis Chakraborty, Jose Bouza, Jonathan H. Manton, Baba C. Vemuri:
A Deep Neural Network for Manifold-Valued Data with Applications to Neuroimaging. IPMI 2019: 112-124 - Alejandro Romero, Francisco Bellas, José Antonio Becerra, Richard J. Duro:
Bootstrapping Autonomous Skill Learning in the MDB Cognitive Architecture. IWINAC (1) 2019: 120-129 - Ariel Rodríguez-Jiménez, José Antonio Becerra Permuy, Francisco Bellas-Bouza, Esteban Arias-Méndez:
Deep Learning application to learn models in Cognitive Robotics. IWOBI 2019: 15-20 - Alejandro Romero, Francisco Bellas, José Antonio Becerra, Richard J. Duro:
Producing Parameterized Value Functions Through Modulation for Cognitive Developmental Robots. ROBOT (2) 2019: 250-262