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Daniel Suarez-Riera, Luca Lavagna, Juan Felipe Carvajal, Jean-Marc Tulliani, Devid Falliano and Luciana Restuccia
Biochar, the solid sub-product of biomass pyrolysis, is widely considered an effective water retention material thanks to its porous microstructure and high specific surface area. This study investigates the possibility of improving both mechanical and r...
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Jean-Sébastien Dessureault, Félix Clément, Seydou Ba, François Meunier and Daniel Massicotte
The field of interior home design has witnessed a growing utilization of machine learning. However, the subjective nature of aesthetics poses a significant challenge due to its variability among individuals and cultures. This paper proposes an applied ma...
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Maxime Gobert, Jan Gmys, Jean-François Toubeau, Nouredine Melab, Daniel Tuyttens and François Vallée
Bayesian Optimization (BO) with Gaussian process regression is a popular framework for the optimization of time-consuming cost functions. However, the joint exploitation of BO and parallel processing capabilities remains challenging, despite intense rese...
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Jean-Sébastien Dessureault and Daniel Massicotte
This paper examines the critical decision process of reducing the dimensionality of a dataset before applying a clustering algorithm. It is always a challenge to choose between extracting or selecting features. It is not obvious to evaluate the importanc...
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Bruno Natali de Almeida,Rubens Manoel dos Santos,Jean Daniel Morel,Diego Gualberto Salles Pereira
Pág. 632 - 643
Os domínios fitogeográficos Atlântico e dos Cerrados brasileiros destacam-se pelo alto grau de ameaça de seus remanescentes, fazendo com que o estudo de sua ecologia seja de suma importância para a conservação desses domínios. Apesar da existência de dis...
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Daniel Yonto, L. Michele Issel and Jean-Claude Thill
Spatial data analytics can detect patterns of clustering of events in small geographies across an urban region. This study presents and demonstrates a robust research design to study the longitudinal stability of spatial clustering with small case number...
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Fabien Menant, Jean-Marc Martin, Daniel Meignen, David Bétaille, Miguel Ortiz
Pág. 3013 - 3020
Recently, IFSTTAR has taken an interest in the use of probe vehicles for the road monitoring of some characteristics such as the pavement longitudinal profile. After studying the feasibility of the method on a metrological angle, a measurement chain and ...
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Jean Daniel Morel,José Aldo Alves Pereira,Rubens Manoel dos Santos,Evandro Luiz Mendonça Machado,João José Marques
Pág. 81 - 93
http://dx.doi.org/10.5902/1980509821093A fragmentação florestal é um dos principais agentes de redução da biodiversidade, interferindo diretamente nos processos ecológicos da comunidade arbórea. Este trabalho teve como objetivo avaliar parâmetros de dive...
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Alvaro S. Gonzalez, Franco Massera, Daniel Moscoso, Patricio Hinrichsen, Gloria Montenegro, Valerie Laucou, Thierry Lacombe, Jean-Michel Boursiquot, Philippo Pszczólkowski
Pág. 337 - 345
Currently, many monovarietal vineyards present a minority of mixed cultivars. Some of these cultivars are unknown and could represent an opportunity to discover new and potentially useful genotypes both for research and production purposes. In a ?Carmenè...
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Jean-Daniel Medjo Me Biomo, Thomas Kunz, Marc St-Hilaire and Yifeng Zhou
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