Search Results - "Pinheiro, Daniel N."

Scaling Optimizations for Large-Scale Distributed Data with Lightweight Coresets by Pinheiro, Daniel N., Xavier-de-Souza, Samuel, Aloise, Daniel

“…Lightweight coresets are compact representations of data sets such that clustering methods present competitive results in relation to the complete data set…”
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Convex fuzzy k-medoids clustering by Pinheiro, Daniel N., Aloise, Daniel, Blanchard, Simon J.

“…K-medoids clustering is among the most popular methods for cluster analysis despite its use requiring several assumptions about the nature of the latent…”
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Hyperparameter determination for GAN-based seismic interpolator with variable neighborhood search by Pinheiro, Daniel N., Gonzalez, Jaime C., Corso, Gilberto, Gebre, Mesay Geletu, da Costa, Carlos A.N., Xavier-de-Souza, Samuel, Barros, Tiago

“…We propose an automatic global search algorithm based on the Variable Neighborhood Search (VNS) metaheuristic for tuning the hyperparameters of a generative…”
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Seismic trace interpolation based on the principle of reciprocity using a conditional Generative Adversarial Network (cGAN) by Collazos, Jaime A, Rincon, Katerine, Pinheiro, Daniel N, Gebre, Mesay Geletu, da Costa, Carlos A N, Corso, Gilberto, Barros, Tiago, de Araújo, Joao Medeiros, Wang, Yanghua

“…Seismic trace interpolation is a common step in data processing used to fill in missing traces and regularize acquisition grids. In the ocean bottom node (OBN)…”
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