Gustavo Henrique de Rosa

27 papers B 4C 2Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2023 — conf
Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish.
VISIGRAPP (4: VISAPP)
Douglas Rodrigues, Gustavo Henrique de Rosa, Kelton Augusto Pontara da Costa, Danilo Samuel Jodas, João Paulo Papa
2023 — conf
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints.
SustaiNLP
Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Caio C. T. Mendes, Gustavo Henrique de Rosa, Shital Shah
2022 J jnl
A survey on text generation using generative adversarial networks.
CoRR
Gustavo Henrique de Rosa, João Paulo Papa
2022 J jnl
Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification.
CoRR
Gustavo Henrique de Rosa, Mateus Roder, João Paulo Papa
2022 J jnl
Energy-Based Dropout in Restricted Boltzmann Machines: Why Not Go Random.
IEEE Trans. Emerg. Top. Comput. Intell.
Mateus Roder, Gustavo Henrique de Rosa, Victor Hugo C. de Albuquerque, André L. D. Rossi, João P. Papa
2022 J jnl
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints.
CoRR
Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Caio César Teodoro Mendes, Gustavo Henrique de Rosa, Shital Shah
2021 J jnl
A Nature-Inspired Feature Selection Approach based on Hypercomplex Information.
CoRR
Gustavo Henrique de Rosa, João Paulo Papa, Xin-She Yang
2021 J jnl
A survey on text generation using generative adversarial networks.
Pattern Recognit.
Gustavo Henrique de Rosa, João P. Papa
2021 J jnl
Energy-based Dropout in Restricted Boltzmann Machines: Why not go random.
CoRR
Mateus Roder, Gustavo Henrique de Rosa, Victor Hugo C. de Albuquerque, André L. D. Rossi, João P. Papa
2021 C conf
Enhancing Hyper-to-Real Space Projections Through Euclidean Norm Meta-heuristic Optimization.
CIARP
Luiz Carlos Felix Ribeiro, Mateus Roder, Gustavo Henrique de Rosa, Leandro A. Passos, João P. Papa
2021 J jnl
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines.
CoRR
Gustavo Henrique de Rosa, Mateus Roder, João P. Papa
2021 C conf
Fine-Tuning Dropout Regularization in Energy-Based Deep Learning.
CIARP
Gustavo Henrique de Rosa, Mateus Roder, João P. Papa
2021 — conf
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks.
SSCI
Mateus Roder, Jurandy Almeida, Gustavo Henrique de Rosa, Leandro A. Passos, André L. D. Rossi, João P. Papa
2021 — conf
Improving Pre- Trained Weights through Meta - Heuristics Fine- Tuning.
SSCI
Gustavo Henrique de Rosa, Mateus Roder, João Paulo Papa, Claudio Filipi Goncalves dos Santos
2021 J jnl
OPFython: A Python implementation for Optimum-Path Forest.
Softw. Impacts
Gustavo Henrique de Rosa, João P. Papa
2021 J jnl
Reinforcing learning in Deep Belief Networks through nature-inspired optimization.
Appl. Soft Comput.
Mateus Roder, Leandro Aparecido Passos, Gustavo Henrique de Rosa, Victor Hugo C. de Albuquerque, João Paulo Papa
2021 J jnl
Speeding Up OPFython with Numba.
CoRR
Gustavo Henrique de Rosa, João Paulo Papa
2020 J jnl
A nature-inspired feature selection approach based on hypercomplex information.
Appl. Soft Comput.
Gustavo Henrique de Rosa, João P. Papa, Xin-She Yang
2020 — ch.
Adaptive Improved Flower Pollination Algorithm for Global Optimization.
Nature-Inspired Computation in Data Mining and Machine Learning
Douglas Rodrigues, Gustavo Henrique de Rosa, Leandro Aparecido Passos, João Paulo Papa
2020 B conf
Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification.
ICPR
Álvaro R. Ferreira, Gustavo Henrique de Rosa, João P. Papa, Gustavo Carneiro, Fábio Augusto Faria
2020 B conf
Fine-Tuning Temperatures in Restricted Boltzmann Machines Using Meta-Heuristic Optimization.
CEC
Mateus Roder, Gustavo Henrique de Rosa, João Paulo Papa, Fabricio Aparecido Breve
2020 B conf
Harnessing Particle Swarm optimization Through Relativistic Velocity.
CEC
Mateus Roder, Gustavo Henrique de Rosa, Leandro Aparecido Passos, João Paulo Papa, André Luis Debiaso Rossi
2020 J jnl
Learnergy: Energy-based Machine Learners.
CoRR
Mateus Roder, Gustavo Henrique de Rosa, João Paulo Papa
2020 J jnl
OPFython: A Python-Inspired Optimum-Path Forest Classifier.
CoRR
Gustavo Henrique de Rosa, João Paulo Papa, Alexandre Xavier Falcão
2020 — ch.
On the Assessment of Nature-Inspired Meta-Heuristic Optimization Techniques to Fine-Tune Deep Belief Networks.
Deep Neural Evolution
Leandro Aparecido Passos, Gustavo Henrique de Rosa, Douglas Rodrigues, Mateus Roder, João Paulo Papa
2019 J jnl
Opytimizer: A Nature-Inspired Python Optimizer.
CoRR
Gustavo Henrique de Rosa, João P. Papa
2018 B conf
Stroke Lesion Detection Using Convolutional Neural Networks.
IJCNN
Danillo Roberto Pereira, Pedro Pedrosa Rebouças Filho, Gustavo Henrique de Rosa, João Paulo Papa, Victor Hugo C. de Albuquerque