Anna Helena Reali Costa

Anna Helena Reali Costa

Universidade de São Paulo

H-index: 26

Latin America-Brazil

About Anna Helena Reali Costa

Anna Helena Reali Costa, With an exceptional h-index of 26 and a recent h-index of 20 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Artificial Intelligence, Machine Learning, Reinforcement Learning, Intelligent Robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Physics-Informed Neural Operator for the Simulation of Surface Waves

Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing

Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change

From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning

NeMo: A Multi-Draft Mooring Line Failure Detection System Based on FPSO Predicted Motion

Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks

Improving Zero-Shot Inference with Unsupervised Key-Sentences Extraction

2nd Brazilian Workshop on Artificial Intelligence in Finance

Anna Helena Reali Costa Information

University

Position

Full Professor of Computer Engineering

Citations(all)

2673

Citations(since 2020)

1600

Cited By

1598

hIndex(all)

26

hIndex(since 2020)

20

i10Index(all)

60

i10Index(since 2020)

34

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Anna Helena Reali Costa Skills & Research Interests

Artificial Intelligence

Machine Learning

Reinforcement Learning

Intelligent Robotics

Top articles of Anna Helena Reali Costa

Title

Journal

Author(s)

Publication Date

A Physics-Informed Neural Operator for the Simulation of Surface Waves

Journal of Offshore Mechanics and Arctic Engineering

Marlon S Mathias

Caio FD Netto

Felipe M Moreno

Jefferson F Coelho

Lucas P de Freitas

...

2024/12/1

Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing

Proceedings of the AAAI Conference on Artificial Intelligence

Marcel Barros

Andressa Pinto

Andres Monroy

Felipe Moreno

Jefferson Coelho

...

2024/3/24

Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change

Data Intelligence

Paulo Pirozelli

Marcos M José

Igor Silveira

Flávio Nakasato

Sarajane M Peres

...

2024/3/11

From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning

Alexandre Alcoforado

Thomas Palmeira Ferraz

Lucas Hideki Okamura

Israel Campos Fama

Arnold Moya Lavado

...

2024/1/24

NeMo: A Multi-Draft Mooring Line Failure Detection System Based on FPSO Predicted Motion

Amir Muhammed Sa'ad

Rodrigo Da Silva Cunha

Rodrigo Augusto Barreira

Eduardo Aoun Tannuri

Edson Satoshi Gomi

...

2023/6/11

Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks

Marcel Rodrigues de Barros

Thiago Lizier Rissi

Eduardo Faria Cabrera

Eduardo Aoun Tannuri

Edson Satoshi Gomi

...

2023/9/25

Improving Zero-Shot Inference with Unsupervised Key-Sentences Extraction

Lucas Francisco Amaral Orosco Pellicer

Anna Helena Reali Costa

2023/2/1

2nd Brazilian Workshop on Artificial Intelligence in Finance

Reinaldo AC Bianchi

Anna HR Costa

2023/8/6

Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points

arXiv e-prints

Marlon Sproesser Mathias

Wesley Pereira de Almeida

Marcel Rodrigues de Barros

Jefferson Fialho Coelho

Lucas Palmiro de Freitas

...

2023/1

FinBERT-PT-BR: Análise de Sentimentos de Textos em Português do Mercado Financeiro

Lucas L Santos

Reinaldo AC Bianchi

Anna HR Costa

2023/8/6

A deep reinforcement learning approach to complex open-domain question answering

Flávio Nakasato Cação

Anna Helena Reali Costa

2023

POE: A General Portfolio Optimization Environment for FinRL

Caio de Souza Barbosa Costa

Anna Helena Reali Costa

2023/8/6

Data augmentation techniques in natural language processing

Applied Soft Computing

Lucas Francisco Amaral Orosco Pellicer

Taynan Maier Ferreira

Anna Helena Reali Costa

2023/1/1

Combining Model-Based and Data-Driven Methods to Estimate the Roll Motion of a Spread-Moored FPSO

Lucas P Cotrim

Alex S Huang

Gustavo A Bisinotto

Rodrigo Da S Cunha

Rodrigo A Barreira

...

2023/6/11

Tracking environmental policy changes in the Brazilian Federal Official Gazette

Flávio Nakasato Cação

Anna Helena Reali Costa

Natalie Unterstell

Liuca Yonaha

Taciana Stec

...

2022/3/16

Machine learning for noisy multivariate time series classification: a comparison and practical evaluation

Aldomar Pietro Santana Silva

Lucas Riera Abbade

Rodrigo da Silva Cunha

Tomaz Maia Suller

Eric Gomes

...

2022/11/28

Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests

arXiv preprint arXiv:2208.05966

Felipe M Moreno

Caio FD Netto

Marcel R de Barros

Jefferson F Coelho

Lucas P de Freitas

...

2022/7/22

ZeroBERTo: Leveraging zero-shot text classification by topic modeling

Alexandre Alcoforado

Thomas Palmeira Ferraz

Rodrigo Gerber

Enzo Bustos

André Seidel Oliveira

...

2022/3/16

Enhancing Designer Knowledge to Dialogue Management: A Comparison between Supervised and Reinforcement Learning Approaches

Bruno Eidi Nishimoto

Rogers Silva Cristo

Alex Fernandes Mansano

Eduardo Raul Hruschka

Vinicius Fernandes Caridá

...

2022/11/28

Modeling Oceanic Variables with Dynamic Graph Neural Networks

arXiv preprint arXiv:2206.12746

Caio FD Netto

Marcel R de Barros

Jefferson F Coelho

Lucas P de Freitas

Felipe M Moreno

...

2022/6/25

See List of Professors in Anna Helena Reali Costa University(Universidade de São Paulo)

Co-Authors

H-index: 35
Fabio Gagliardi Cozman

Fabio Gagliardi Cozman

Universidade de São Paulo

H-index: 32
Antonio Mauro Saraiva

Antonio Mauro Saraiva

Universidade de São Paulo

H-index: 21
Eduardo Aoun Tannuri

Eduardo Aoun Tannuri

Universidade de São Paulo

H-index: 16
Carlos Eduardo Cugnasca

Carlos Eduardo Cugnasca

Universidade de São Paulo

H-index: 11
Valdinei Freire da Silva

Valdinei Freire da Silva

Universidade de São Paulo

H-index: 10
Alexandre da Silva Simões

Alexandre da Silva Simões

Universidade Estadual Paulista

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