Zobrazeno 1 - 10
of 90
pro vyhledávání: '"Jose F. Rodrigues"'
Autor:
Jose F. Rodrigues, Larisa Florea, Maria C. F. de Oliveira, Dermot Diamond, Osvaldo N. Oliveira
Publikováno v:
Discover Materials, Vol 1, Iss 1, Pp 1-27 (2021)
Abstract Herein, we review aspects of leading-edge research and innovation in materials science that exploit big data and machine learning (ML), two computer science concepts that combine to yield computational intelligence. ML can accelerate the sol
Externí odkaz:
https://doaj.org/article/d73a05827f3b49e887d699a2106bec46
Autor:
Jose F. Rodrigues, Sebastien Bailly, Jean-Louis Pepin, Lorraine Goeuriot, Gabriel Spadon, Sihem Amer-Yahia
Publikováno v:
Applied Sciences, Vol 12, Iss 15, p 7618 (2022)
Sleep disorders pose serious cardiovascular threats if not treated effectively. However, adherence to Continuous Positive Airway Pressure (CPAP), the most recommended therapy, is known to be challenging to monitor. Telemonitored CPAP equipment has im
Externí odkaz:
https://doaj.org/article/c8d7d3d70af54e82932387c25be7a5e2
Autor:
Bruno Brandoli, André R. de Geus, Jefferson R. Souza, Gabriel Spadon, Amilcar Soares, Jose F. Rodrigues, Jerzy Komorowski, Stan Matwin
Publikováno v:
Sensors, Vol 21, Iss 12, p 4026 (2021)
Corrosion identification and repair is a vital task in aircraft maintenance to ensure continued structural integrity. Regarding fuselage lap joints, typically, visual inspections are followed by non-destructive methodologies, which are time-consuming
Externí odkaz:
https://doaj.org/article/66a329f4f65b4bbdafd4075b88914cae
Publikováno v:
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
Universidade de São Paulo (USP)
instacron:USP
Time-series forecasting is one of the most active research topics in artificial intelligence. Applications in real-world time series should consider two factors for achieving reliable predictions: modeling dynamic dependencies among multiple variable
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9f92528d5a072be4d2296d4ab0afa7f9
https://doi.org/10.1109/tpami.2021.3076155
https://doi.org/10.1109/tpami.2021.3076155
Publikováno v:
2022 International Joint Conference on Neural Networks (IJCNN).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9d934280528d847ddffa0d6338e29eab
https://doi.org/10.1109/ijcnn55064.2022.9892642
https://doi.org/10.1109/ijcnn55064.2022.9892642
Autor:
Marco Antonio Gutierrez, Sihem Amer-Yahia, Gabriel Spadon, Jose F. Rodrigues-Jr, Bruno Brandoli
Publikováno v:
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
Information sciences, Information Sciences
Information sciences, Information Sciences, 2021, ⟨10.1016/j.ins.2020.09.024⟩
Universidade de São Paulo (USP)
instacron:USP
Information sciences, Information Sciences
Information sciences, Information Sciences, 2021, ⟨10.1016/j.ins.2020.09.024⟩
International audience; The interest for patient trajectory prediction, a sort of computer-aided medicine, has steadily increased with the pace of artificial intelligence innovation. Notwithstanding, the design of effective systems able to predict cl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a090d25516445a775ac0e16ed3f28d76
https://doi.org/10.1016/j.ins.2020.09.024
https://doi.org/10.1016/j.ins.2020.09.024
Publikováno v:
Image Analysis and Processing – ICIAP 2022 ISBN: 9783031064265
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::24130bdc75a4e0f45d6947dc29c7e12f
https://doi.org/10.1007/978-3-031-06427-2_37
https://doi.org/10.1007/978-3-031-06427-2_37
Autor:
Débora de Oliveira Medeiros, José Mario Martínez, Diego Alecsander de Aguiar, Gabriel Spadon, Djalma Manoel Soares Filho, Hugo L. França, Jose F. Rodrigues, William Hideki Nakata, Gilmar Oliveira Santos, Lúcio T. Santos, Fabio Amaral, Cassio M. Oishi
Building a velocity model is essential in seismic exploration and is used at all stages, including acquisition, processing and interpretation of seismic data. Reconstructing a subsurface image from seismic wavefields recorded at the surface (seismogr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5f003d293896d89a748fcd664d7751b4
https://doi.org/10.33774/miir-2021-6pz3v
https://doi.org/10.33774/miir-2021-6pz3v
Publikováno v:
CBMS
Automated prognosis has been a topic of intense research. Many works have sought to learn from Electronic Health Records using Recurrent Neural Networks that, despite promising results, have been overcome by novel techniques. We introduce APEHR, a Tr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5c4eea60076ed0f7acd42cd80dea1c73
https://doi.org/10.1109/cbms52027.2021.00077
https://doi.org/10.1109/cbms52027.2021.00077
Publikováno v:
Scientific Reports, Vol 9, Iss 1, Pp 1-13 (2019)
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
Scientific Reports
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
Scientific Reports
Human mobility has a significant impact on several layers of society, from infrastructural planning and economics to the spread of diseases and crime. Representing the system as a complex network, in which nodes are assigned to regions (e.g., a city)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8e5d18b41958f30311ebcfd9b626334b
http://link.springer.com/article/10.1038/s41598-019-48295-x
http://link.springer.com/article/10.1038/s41598-019-48295-x