Brais
Cancela Barizo
Profesor Titular de Universidad
Publicaciones (39) Publicaciones de Brais Cancela Barizo
2024
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A review of green artificial intelligence: Towards a more sustainable future
Neurocomputing, Vol. 599
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Spatial–temporal feature-based End-to-end Fourier network for 3D sign language recognition
Expert Systems with Applications, Vol. 248
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Sustainable transparency on recommender systems: Bayesian ranking of images for explainability
Information Fusion, Vol. 111
2023
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E2E-FS: An End-to-End Feature Selection Method for Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, Núm. 7, pp. 8311-8323
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On the Reliability of Machine Learning Models for Survival Analysis When Cure Is a Possibility
Mathematics, Vol. 11, Núm. 19
2022
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Feature Selection: From the Past to the Future
Learning and Analytics in Intelligent Systems (Springer Nature), pp. 11-34
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Machine learning techniques to predict different levels of hospital care of CoVid-19
Applied Intelligence, Vol. 52, Núm. 6, pp. 6413-6431
2021
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Wavefront Marching Methods: A Unified Algorithm to Solve Eikonal and Static Hamilton-Jacobi Equations
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 43, Núm. 11, pp. 4177-4188
2020
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A delayed elastic-net approach for performing adversarial attacks
Proceedings - International Conference on Pattern Recognition
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A scalable saliency-based feature selection method with instance-level information
Knowledge-Based Systems, Vol. 192
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Can data placement be effective for Neural Networks classification tasks? Introducing the orthogonal loss
Proceedings - International Conference on Pattern Recognition
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Discovering locations and habits from human mobility data
Annales des Telecommunications/Annals of Telecommunications, Vol. 75, Núm. 9-10, pp. 505-521
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From mobility data to habits and common pathways
Expert Systems
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Mining Human Mobility Data to Discover Locations and Habits
Communications in Computer and Information Science
2019
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Discovering Common Pathways Across Users’ Habits in Mobility Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018
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Feature Selection for Big Visual Data: Overview and Challenges
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Uso de técnicas de saliency para selección de características
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2015
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A wavefront marching method for solving the eikonal equation on cartesian grids
Proceedings of the IEEE International Conference on Computer Vision
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Automatic identification of vessel crossovers in retinal images
Proceedings of SPIE - The International Society for Optical Engineering
2014
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Automatic analysis of the microaneurysm turnover in a web-based framework for retinal analysis
Image Analysis and Modeling in Ophthalmology (CRC Press), pp. 111-128