Výsledky vyhledávání - "Jose F. Rodrigues-Jr"

Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution Learning

Autor: Jimeng Sun, Jose F. Rodrigues-Jr, Gabriel Spadon, Bruno Brandoli, Shenda Hong, Stan Matwin

Publikováno v: Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
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

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LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks

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⟩

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

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Akademický článek

H-Metric: Characterizing Image Datasets via Homogenization Based on KNN-Queries

Autor: Welington M da Silva, Jose F Rodrigues Jr, Agma J M Traina, Sergio F da Silva

Publikováno v: Data Science Journal, Vol 10, Pp 52-60 (2012)

Precision-Recall is one of the main metrics for evaluating content-based image retrieval techniques. However, it does not provide an ample perception of the properties of an image dataset immersed in a metric space. In this work, we describe an alter

Externí odkaz: https://doaj.org/article/8569b6a5f91a42cf83d564b7a293f7df

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Reconstructing commuters network using machine learning and urban indicators

Autor: Jose F. Rodrigues-Jr, Luiz G. A. Alves, André C. P. L. F. de Carvalho, Gabriel Spadon

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

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

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Plný text ve formátu HTML

SHARq

Autor: Mirela T. Cazzolato, Lucas C. Scabora, Jose F. Rodrigues-Jr, Gabriel Spadon, Caetano Traina-Jr, Agma J. M. Traina, Daniel S. Kaster

Publikováno v: SAC

Processing navigational graph-like queries in relational databases requires executing several recursive join operations, which are computationally costly. However, when the need for graph-like queries arises, applications often execute a sequence of

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ff55e9131de7e2c0e435f970afb4d2bc
https://doi.org/10.1145/3412841.3442078

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ExplorerTree: a focus+context exploration approach for 2D embeddings

Autor: Fernando V. Paulovich, Wilson Estécio Marcílio-Jr, Jose F. Rodrigues-Jr, Almir Olivette Artero, Danilo Medeiros Eler

Publikováno v: Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
Scopus
Repositório Institucional da UNESP
Universidade Estadual Paulista (UNESP)
instacron:UNESP

Made available in DSpace on 2022-04-28T19:40:22Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-07-15 Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) In exploratory tasks involving high-dimensional datasets, dimensionality re

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3104ad54dbf503056f0e3026d7c49424

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DermaDL: advanced convolutional neural networks for computer-aided skin-lesion classification

Autor: Lorraine Goeuriot, Sihem Amer-Yahia, Jose F. Rodrigues-Jr, Bruno Brandoli, Daniel Lima

Publikováno v: Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP

Early identification of the type of skin lesion, some of them carcinogenic, is of paramount importance. Currently, the use of Convolutional Neural Networks (CNNs) is the mainline of investigation for the automated analysis of such lesions. Most of th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2a52f193f85cecdc31815fd4db70d1d2

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Real-world patient trajectory prediction from clinical notes using artificial neural networks and UMLS-based extraction of concepts

Autor: Jamil Zaghir, Lorraine Goeuriot, Jose F. Rodrigues-Jr, Sihem Amer-Yahia

Publikováno v: Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
J Healthc Inform Res

As more data is generated from medical attendances and as Artificial Neural Networks gain momentum in research and industry, computer-aided medical prognosis has become a promising technology. A common approach to perform automated prognoses relies o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::665f64fd08e2daf53fef465c50790caa

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DropLeaf: a precision farming smartphone tool for real-time quantification of pesticide application coverage

Autor: Bruno Brandoli, Patrick Hennessy, Gabriel Spadon, Jose F. Rodrigues-Jr, André Castro Carvalho, Sihem Amer-Yahia, Travis Esau

Publikováno v: Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP

Pesticides have been heavily used in the cultivation of major crops, contributing to the increase of crop production over the past decades. However, in many cases their appropriate use and calibration of machines rely upon dated evaluation methodolog

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b486795d29993910aa10188915133526

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Enhancing recursive graph querying on RDBMS with data clustering approaches

Autor: Caetano Traina-Jr, Paulo H. Oliveira, Jose F. Rodrigues-Jr, Gabriel Spadon, Lucas C. Scabora

Publikováno v: SAC

Recursive queries are one of the main mechanisms in Relational Database Management Systems to process topology-aware, or graph-like, queries. However, existing works focus only on optimizing the recursive query statements and processing, disregarding

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5720e8fb4a19fdee768b78ee1a0b3f46
https://doi.org/10.1145/3341105.3375770

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