Concepedia

Matheus R. F. Mendonça

MR

5

Publications

754

Citations

5

H-Index

2015

Active since

Affiliations

University of California San Diego(Current)

Self-Defense Forces Central Hospital

Harvard University

Children's National

Massachusetts General Hospital

Matheus R. F. Mendonça is an author at University of California San Diego specializing in artificial intelligence, engineering, and game theory.

ORCID

Top concepts

Publications per year

2015–2021

5

Publications

5

Federated learning for predicting clinical outcomes in patients with COVID-19

Ittai Dayan, Holger R. Roth, Aoxiao Zhong et al. · Nature Medicine · 2021 · 649 citations · Full text

Federated Learning used for predicting outcomes in SARS-COV-2 patients

Mona G. Flores, Ittai Dayan, Holger R. Roth et al. · 2021 · 44 citations · Full text

Approximating Network Centrality Measures Using Node Embedding and Machine Learning

Matheus R. F. Mendonça, André M. S. Barreto, Artur Ziviani · IEEE Transactions on Network Science and Engineering · 2020 · 31 citations · Full text

Simulating Human Behavior in Fighting Games Using Reinforcement Learning and Artificial Neural Networks

Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto · 2015 · 20 citations

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Reinforcement learning with optimized reward function for stealth applications

Matheus R. F. Mendonça, Heder S. Bernardino, Raul Fonseca Neto · Entertainment Computing · 2017 · 10 citations

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