1
“.... In general, the present work presents different approaches to training these techniques, as well as the...”
On the training algorithms for Restricted Boltzmann Machine-Based Models
Tese
2
“..., we aim to compare different machine learning algorithms and quantum machine learning in the context...”
Use of quantum algorithms for classification of rolling bearing damage
Dissertação
3
“... statistical performance depends on other factors of the algorithms used for training, the computing platform...”
Fully parallel implementation of an SVM with SGD-based training on FPGA
Dissertação
4
“... três novos métodos baseados na técnica de nossa autoria o Co-op Training, nos quais são utilizados dois...”
Propostas de métodos baseados em Co-op training para aprendizado semi-supervisionado em fluxos contínuos de dados
Dissertação
5
“... que essa abordagem aumenta a diversidade dos classificadores. Algoritmos como o co-training e o tri-training utilizam...”
Social training : aprendizado semi supervisionado utilizando funções de escolha social
Dissertação
6
“...Tese (doutorado) - Universidade Federal de Santa Catarina, Centro Tecnológico, Programa de Pós...”
Algorithm selection framework for legalization using deep convolutional neural networks
Tese
7
“...Dissertação (mestrado) - Universidade Federal de Santa Catarina, Campus Joinville, Programa de Pós...”
Anti-slip control with an actor-critic reinforcement learning algorithm
Dissertação
8
“...In order to develop a passive microwave-based satellite precipitation estimation algorithm...”
Development of a passive microwave-based satellite precipitation estimation algorithm for Brazil
Tese
9
“... on developing algorithms based on mathematical theories for single image super resolution problems. lndeed...”
Algorithms for super-resolution of images based on Sparse Representation and Manifolds
Tese
10
“... algorithms, which aim to make the training process harder but generate models that generalize better...”
Avoiding overfiting: new algorithms to improve generalisation in convolutional neural networks
Tese
11
12
13
14
Assuntos:
“...Algorithms...”
Projeto e implementação de um sistema autônomo de Comando Vocal (VC) universal.
Dissertação
15
“... de classificadores implementados em hardware com Circuitos Integrados de Aplicação Específica ou Field Programmable...”
Resilient training of neural network classifiers with approximate computing techniques for a hardware-optimized implementation
Tese
16
“... environments considered for training GP. Through E-GP together with genetic algorithms, we were able to select...”
Enviromics, nonlinear kernels and optimized training sets for a climate-smart genomic prediction of yield plasticity in maize
Tese
17
“... dimensional search space by evaluating multiple algorithm configurations. Training multiple ML algorithms...”
Curriculum learning applied to the combined algorithm selection and hyperparameter optimization problem
Dissertação
18
19
“...Dissertação (mestrado) - Universidade Federal de Santa Catarina, Campus Joinville, Programa de Pós...”
Deep reinforcement learning algorithm for basic autonomous emergency braking system developed in a simulated environment
Dissertação