Reduction of Coalition Structure's Search Space Based on Domain Information: An Application in Smart Grids

Ana L.C. Bazzan , G. de Oliveira Ramos
2012 Third Brazilian Workshop on Social Simulation 112 -119

6
2012
Deepcadd: a deep learning architecture for automatic detection of coronary artery disease

Samuel A Freitas , Felipe A Zeiser , Cristiano A Da Costa , Gabriel De O Ramos
2022 International Joint Conference on Neural Networks (IJCNN) 1 -8

4
2022
An Interpolated Approach for Active Debris Removal

João B Rodrigues Neto , Gabriel De O Ramos
2022 IEEE Congress on Evolutionary Computation (CEC) 1 -6

1
2022
Coalitions of Electric Vehicles in Smart Grids

Gabriel De O Ramos , Juan C Burguillo , AL Bazzan
Self-organizing Coalitions for Managing Complexity: Agent-based Simulation of Evolutionary Game Theory Models using Dynamic Social Networks for Interdisciplinary Applications 29

1
2017
On improving route choice through learning automata

Gabriel de O. RAMOS , Ricardo GRUNITZKI , Ana L.C. BAZZAN
Fifth International Workshop on Collaborative Agents - Research & Development (CARE 2014) 1 -12

1
2014
Regret Minimisation and System-Efficiency in Route Choice

Gabriel de Oliveira Ramos Ramos , Bruno Silva Silva , Ana LC Bazzan Bazzan
Anais do Concurso de Teses e Dissertações da SBC (CTD-SBC)

2019
Avaliação do desempenho do aprendizado por reforço em simulação microscópica de tráfego

Gabriel de O. Ramos Liza Lunardi Lemos , Ana Bazzan
Anais do XI Workshop-Escola de Sistemas de Agentes, seus Ambientes e apliCações (WESAAC 2017) 11 -22

2017
Experience Sharing Between Cooperative Reinforcement Learning Agents

Lucas Oliveira Souza , Gabriel de Oliveira Ramos , Celia Ghedini Ralha ,
arXiv: Learning

6
2019
A Practical Guide to Multi-Objective Reinforcement Learning and Planning.

Richard Dazeley , Conor F. Hayes , Marcello Restelli , Athirai A. Irissappane
arXiv: Artificial Intelligence

72
2021
Fuzzy time series for predicting phenological stages of apple trees

Rodrigo da Rosa Righi , Gabriel de Oliveira Ramos , Lucas Micol Policarpo , Tiago Boechel
acm symposium on applied computing 934 -941

2021
Towards a Platform for Testing and Developing Privacy-Preserving Data Mining Applications for Smart Grids

Andrew Koster , Gabriel de Oliveira Ramos , Ana L. C. Bazzan , Fernando Koch
multiagent system technologies 292 -305

2013
ElHealth: Using Internet of Things and data prediction for elastic management of human resources in smart hospitals

Gabriel Souto Fischer , Rodrigo da Rosa Righi , Gabriel de Oliveira Ramos , Cristiano André da Costa
Engineering Applications of Artificial Intelligence 87 103285

30
2020
Towards the User Equilibrium in Traffic Assignment Using GRASP with Path Relinking

Gabriel de Oliveira Ramos , Ana Lúcia Cetertich Bazzan
genetic and evolutionary computation conference 473 -480

5
2015
On the Role of Reward Functions for Reinforcement Learning in the Traffic Assignment Problem

Ricardo Grunitzki , Gabriel de Oliveira Ramos
2020 International Joint Conference on Neural Networks (IJCNN) 1 -9

2020
Self-Adaptive Appearance-Based Eye-Tracking with Online Transfer Learning

Bruno Klein Salvalaio , Gabriel de Oliveira Ramos
brazilian conference on intelligent systems 383 -388

5
2019
Individual versus Difference Rewards on Reinforcement Learning for Route Choice

Ricardo Grunitzki , Gabriel de Oliveira Ramos , Ana Lucia Cetertich Bazzan
brazilian conference on intelligent systems 253 -258

9
2014
A survey on decision-making based on system reliability in the context of Industry 4.0

Marcos Leandro Hoffmann Souza , Cristiano André da Costa , Gabriel de Oliveira Ramos , Rodrigo da Rosa Righi
Journal of Manufacturing Systems 56 133 -156

85
2020
A predictive maintenance model for optimizing production schedule using deep neural networks

Tiago Zonta , Cristiano André da Costa , Felipe A Zeiser , Gabriel de Oliveira Ramos
Journal of Manufacturing Systems 62 450 -462

12
2022
ELFpm: A machine learning framework for industrial machines prediction of remaining useful life

Jovani Dalzochio , Rafael Kunst , Jorge Luis Victória Barbosa , Henrique Damasceno Vianna
Neurocomputing 512 420 -442

2022