| 2025 |
Embracing data irregularities in multivariate time series |
APPLIED SOFT COMPUTING |
10.1016/j.asoc.2025.114039 |
| 2025 |
Estratégias de Seleção Informada de Dados para Aprendizado com Dados Escassos e Desbalanceados |
LINGUAMÁTICA (BRAGA) |
10.21814/lm.17.1.451 |
| 2025 |
Layer Pruning with Consensus: A Triple-Win Solution |
IEEE Access |
10.1109/ACCESS.2025.3601042 |
| 2025 |
Using reinforcement learning in genome assembly: in-depth analysis of a Q-learning assembler |
Frontiers In Bioinformatics |
10.3389/fbinf.2025.1633623 |
| 2025 |
One Period to Rule Them All: Identifying Critical Learning Periods in Deep Networks |
PROCEDIA COMPUTER SCIENCE |
10.1016/j.procs.2025.07.138 |
| 2025 |
Improving current forecast by Leveraging Measured Data and numerical models via LiESNs |
ENVIRONMENTAL MODELLING & SOFTWARE |
10.1016/j.envsoft.2025.106556 |
| 2024 |
O futuro da pesquisa em inteligência artificial |
REVISTA USP |
10.11606/issn.2316-9036.i141p133-146 |
| 2024 |
Augmented Democracy: Artificial Intelligence as a Tool to Fight Disinformation |
Estudos Avançados |
10.1590/s0103-4014.202438111.021 |
| 2024 |
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change |
Data Intelligence |
10.1162/dint_a_00245 |
| 2024 |
A Physics-Informed Neural Operator for the Simulation of Surface Waves |
JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME |
10.1115/1.4064676 |
| 2023 |
Data augmentation techniques in natural language processing |
APPLIED SOFT COMPUTING |
10.1016/j.asoc.2022.109803 |
| 2022 |
Neural Network Meta-Models for FPSO Motion Prediction From Environmental Data With Different Platform Loads |
IEEE Access |
10.1109/ACCESS.2022.3199009 |
| 2022 |
Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market |
EXPERT SYSTEMS WITH APPLICATIONS |
10.1016/j.eswa.2022.117259 |
| 2021 |
Toward Robotic Cognition by Means of Decision Tree of Deep Neural Networks Applied in a Humanoid Robot |
Journal Of Control Automation And Electrical Systems |
10.1007/s40313-021-00719-8 |
| 2021 |
Using Neural Network Approaches to Detect Mooring Line Failure |
IEEE Access |
10.1109/access.2021.3058592 |
| 2020 |
Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning |
IEEE Access |
10.1109/access.2020.3015661 |
| 2020 |
A framework to shift basins of attraction of gene regulatory networks through batch reinforcement learning |
ARTIFICIAL INTELLIGENCE IN MEDICINE |
10.1016/j.artmed.2020.101853 |
| 2020 |
Qualitative case-based reasoning and learning |
ARTIFICIAL INTELLIGENCE |
10.1016/j.artint.2020.103258 |
| 2020 |
DECAF: Deep Case-based Policy Inference for Knowledge Transfer in Reinforcement Learning |
EXPERT SYSTEMS WITH APPLICATIONS |
10.1016/j.eswa.2020.113420 |
| 2020 |
Combining novelty and popularity on personalised recommendations via user profile learning |
EXPERT SYSTEMS WITH APPLICATIONS |
10.1016/j.eswa.2019.113149 |
| 2020 |
Agents teaching agents: a survey on inter-agent transfer learning |
AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS |
10.1007/s10458-019-09430-0 |
| 2019 |
Introduction to the Special Section on Artificial Intelligence for Smart Systems |
COMPUTERS & ELECTRICAL ENGINEERING |
10.1016/j.compeleceng.2019.106469 |
| 2019 |
Coordination of Electric Vehicle Charging through Multiagent Reinforcement Learning |
IEEE Transactions on Smart Grid |
10.1109/tsg.2019.2952331 |
| 2019 |
A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems |
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH |
10.1613/jair.1.11396 |
| 2019 |
MOO-MDP: An Object-Oriented Representation for Cooperative Multiagent Reinforcement Learning |
IEEE Transactions on Cybernetics |
10.1109/TCYB.2017.2781130 |
| 2018 |
Pairwise registration in indoor environments using adaptive combination of 2D and 3D cues |
IMAGE AND VISION COMPUTING |
10.1016/j.imavis.2017.08.008 |
| 2017 |
GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis |
JOURNAL OF COMPUTATIONAL BIOLOGY |
10.1089/cmb.2017.0022 |
| 2015 |
Evaluation of linear relaxations in Ad Network optimization for online marketing |
Journal of The Brazilian Computer Society (Online) |
10.1186/s13173-015-0029-9 |
| 2015 |
Evaluating classification and feature selection techniques for honeybee subspecies identification using wing images |
Computers and Electronics in Agriculture |
10.1016/j.compag.2015.03.012 |
| 2015 |
Stochastic Abstract Policies: Generalizing Knowledge to Improve Reinforcement Learning |
IEEE Transactions on Cybernetics |
10.1109/TCYB.2014.2319733 |
