Search Results - "Mattos, César"

A stochastic variational framework for Recurrent Gaussian Processes models by Mattos, César Lincoln C., Barreto, Guilherme A.

“…Gaussian Processes (GPs) models have been successfully applied to the problem of learning from sequential observations. In such context, the family of…”
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Spatio-temporal wind speed forecasting with approximate Bayesian uncertainty quantification by Neto, Airton F. Souza, Mattos, César L. C., Gomes, João P. P.

“…The prediction of short- and long-term wind speed has great utility for the industry, especially for wind energy generation. Deep neural networks can be used…”
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The role of bug report evolution in reliable fixing estimation by Vieira, Renan G., Mattos, César Lincoln C., Rocha, Lincoln S., Gomes, João Paulo P., Paixão, Matheus

“…Context Bug reports contain information that can be used by researchers and practitioners to better understand the bug fixing process and to enable the…”
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Self-tuning portfolio-based Bayesian optimization by Vasconcelos, Thiago de P., de Souza, Daniel Augusto R.M.A., Virgolino, Gustavo C. de M., Mattos, César L.C., Gomes, João P.P.

“…Portfolio strategies for Bayesian optimization (BO) aim to mitigate the issue of choosing an acquisition function when performing black-box optimization with…”
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Gaussian processes with logistic mean function for modeling wind turbine power curves by Virgolino, Gustavo C.M., Mattos, César L.C., Magalhães, José Augusto F., Barreto, Guilherme A.

“…The wind turbine power curve (WTPC) is a mathematical model built to capture the input-output relationship between the generated electrical power and the wind…”
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Evaluating Link Lifetime Prediction to Support Computational Offloading Decision in VANETs by Rocha, Paulo, Souza, Alisson, Maia, Gilvan, Mattos, César, Silva, Francisco Airton, Rego, Paulo, Nguyen, Tuan Anh, Lee, Jae-Woo

“…In urban mobility, Vehicular Ad Hoc Networks (VANETs) provide a variety of intelligent applications. By enhancing automobile traffic management, these…”
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Bayesian ART for incomplete datasets by Matias, Alan L.S., Gomes, João Paulo P., Mattos, César Lincoln C., Rocha Neto, Ajalmar R., Mesquita, Diego

“…Adaptive Resonance Theory (ART) models allow for categorizing data in a fast and incremental manner. In particular, the Bayesian ART leverages Bayesian…”
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A novel fuzzy ARTMAP with area of influence by Matias, Alan L.S., Rocha Neto, Ajalmar R., Mattos, César Lincoln C., Gomes, João Paulo P.

“…Fuzzy ARTMAP (FAM) is a neural network model based on the adaptive resonance theory (ART). Its main advantage relies on its capability to successfully deal…”
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ARTIE and MUSCLE models: building ensemble classifiers from fuzzy ART and SOM networks by Mattos, César L. C., Barreto, Guilherme A.

“…Ensemble Learning has proven to be an efficient method to improve the performance of single classifiers. In this context, the present article introduces ARTIE…”
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Coastal Wind Power in Southern Santa Catarina, Brazil by Pires, César Henrique Mattos, Pimenta, Felipe M., D'Aquino, Carla A., Saavedra, Osvaldo R., Mao, Xuerui, Assireu, Arcilan T.

“…A light detection and ranging (LIDAR) wind profiler was used to estimate the wind speed in the southern coast of Santa Catarina State, Brazil. This profiler…”
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Identification and characterization of a novel cassava (Manihot esculenta Crantz) clone with high free sugar content and novel starch by Carvalho, L.J.C.B, Souza, C.R.B. de, Cascardo, J.C. de M, Bloch Junior, C, Campos, L

“…This study reports the identification of a new class of cassava (Manihot esculenta Crantz) with a storage root showing unusual free sugar accumulation and…”
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Open access policies, regulated charges and non-price discrimination in telecommunications by Mattos, César

“…Open access policies in telecommunications, including interconnection and unbundling, are implemented by regulators in an effort to increase competition in the…”
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LS-SVR as a Bayesian RBF Network by Mesquita, Diego P. P., Freitas, Luis A., Gomes, Joao P. P., Mattos, Cesar L. C.

“…We show theoretical similarities between the least squares support vector regression (LS-SVR) model with a radial basis functions (RBFs) kernel and maximum a…”
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Bayesian Multilateration by Alencar, Alisson S. C., Mattos, Cesar L. C., Gomes, Joao P. P., Mesquita, Diego

“…Multilateration (MLAT) is the de facto technique to localize points of interest (POIs) in navigation and surveillance systems. Despite sensors being inherently…”
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Edge AI for Internet of Medical Things: A literature review by Rocha, Atslands, Monteiro, Matheus, Mattos, César, Dias, Madson, Soares, Jorge, Magalhães, Regis, Macedo, José

“…The Internet of Things (IoT) consists of heterogeneous devices such as wearables and monitoring devices that collect data to provide autonomous decision-making…”
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Deep recurrent Gaussian processes for outlier-robust system identification by Mattos, César Lincoln C., Dai, Zhenwen, Damianou, Andreas, Barreto, Guilherme A., Lawrence, Neil D.

“…•Proposal of the RGP-t model, a deep recurrent architecture for robust Gaussian processes modeling.•Development of a variational Bayes framework for…”
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The Brazilian model of telecommunications reform by Mattos, César, Coutinho, Paulo

“…This article describes the Brazilian Model of Telecommunications Reform (BMTR), presenting privatization and the new regulatory framework in Brazil, comparing…”
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First-Line Ipatasertib, Atezolizumab, and Taxane Triplet for Metastatic Triple-Negative Breast Cancer: Clinical and Biomarker Results by Schmid, Peter, Turner, Nicholas C, Barrios, Carlos H, Isakoff, Steven J, Kim, Sung-Bae, Sablin, Marie-Paule, Saji, Shigehira, Savas, Peter, Vidal, Gregory A, Oliveira, Mafalda, O'Shaughnessy, Joyce, Italiano, Antoine, Espinosa, Enrique, Boni, Valentina, White, Shane, Rojas, Beatriz, Freitas-Junior, Ruffo, Chae, Yeesoo, Bondarenko, Igor, Lee, Jieun, Torres Mattos, Cesar, Martinez Rodriguez, Jorge Luis, Lam, Lisa H, Jones, Surai, Reilly, Sarah-Jayne, Huang, Xiayu, Shah, Kalpit, Dent, Rebecca

“…To evaluate a triplet regimen combining immune checkpoint blockade, AKT pathway inhibition, and (nab-) paclitaxel as first-line therapy for locally…”
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Plantar Vein Thrombosis in a Patient with COVID-19: Case Report by Bernardo, Bruno de Souza, Pagnano, Rodrigo Gonçalves, Filho, Miguel Viana Pereira, Freitas, Marcio de Faria, Dinato, Mauro Cesar Mattos E

“…Plantar thrombophlebitis is a rare abnormality with few cases reported in the literature. Coexistence with severe acute respiratory syndrome coronavirus 2…”
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A comparison of arthrodesis and arthroplasty for hemophilic arthropathy of the ankle: a systematic review by Fontoura de Sousa Pinto, Rubens Américo, Mattos Dinato, Mauro César, De Andrade Gouvea, Caio Vinicius, Gonçalves Pagnano, Rodrigo

“…Objective: To conduct a systematic review of the literature on surgical treatment for end-stage hemophilic arthropathy of the ankle joint, describing the…”
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