Gabriel Spadon

About Gabriel Spadon

Gabriel Spadon, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Complex Networks, Neural Networks, Transportation Science, Artificial Intelligence.

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

Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge

A data augmentation algorithm for trajectory data

A semi-supervised methodology for fishing activity detection using the geometry behind the trajectory of multiple vessels

Unfolding ais transmission behavior for vessel movement modeling on noisy data leveraging machine learning

CPAP Adherence Assessment via Gaussian Mixture Modeling of Telemonitored Apnea Therapy

Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning

SHARq: sharing recursive queries in relational databases

LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks

Gabriel Spadon Information

University

Position

Instituto de Ciências Matemáticas e de Computação

Citations(all)

371

Citations(since 2020)

331

Cited By

111

hIndex(all)

11

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Gabriel Spadon Skills & Research Interests

Complex Networks

Neural Networks

Transportation Science

Artificial Intelligence

Top articles of Gabriel Spadon

Title

Journal

Author(s)

Publication Date

Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge

arXiv preprint arXiv:2401.13098

Ruixin Song

Gabriel Spadon

Ronald Pelot

Stan Matwin

Amilcar Soares

2024/1/23

A data augmentation algorithm for trajectory data

Yaksh J. Haranwala

Gabriel Spadon

Chiara Renso

Amilcar Soares

2023/11/13

A semi-supervised methodology for fishing activity detection using the geometry behind the trajectory of multiple vessels

Sensors

Martha Dais Ferreira

Gabriel Spadon

Amilcar Soares

Stan Matwin

2022/8/13

Unfolding ais transmission behavior for vessel movement modeling on noisy data leveraging machine learning

IEEE Access

Gabriel Spadon

Martha D Ferreira

Amilcar Soares

Stan Matwin

2023

CPAP Adherence Assessment via Gaussian Mixture Modeling of Telemonitored Apnea Therapy

Applied Sciences

Jose F Rodrigues Jr

Sebastien Bailly

Jean-Louis Pepin

Lorraine Goeuriot

Gabriel Spadon

...

2022/7/28

Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Gabriel Spadon

Shenda Hong

Bruno Brandoli

Stan Matwin

Jose F Rodrigues-Jr

...

2021/4/27

SHARq: sharing recursive queries in relational databases

Lucas C Scabora

Gabriel Spadon

Mirela T Cazzolato

Daniel S Kaster

Agma JM Traina

...

2021/3/22

LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks

Information Sciences

Jose F Rodrigues-Jr

Marco A Gutierrez

Gabriel Spadon

Bruno Brandoli

Sihem Amer-Yahia

2021/2/4

Neural networks for seismic data inversion

Cassio M Oishi

Fabio Vinícius Goes Amaral

Hugo Leonardo França

William Hideki Nakata

Diego Alecsander de Aguiar

...

2021/8/23

From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics

arXiv preprint arXiv:2206.01176

Gabriel Spadon

Jose F Rodrigues-Jr

2022/6/1

Aircraft fuselage corrosion detection using artificial intelligence

Sensors

Bruno Brandoli

André R de Geus

Jefferson R Souza

Gabriel Spadon

Amilcar Soares

...

2021/6/11

DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage

Computers and Electronics in Agriculture

Bruno Brandoli

Gabriel Spadon

Travis Esau

Patrick Hennessy

Andre CPL Carvalho

...

2021/1/1

Lig-doctor: Real-world clinical prognosis using a bi-directional neural network

Jose F Rodrigues

Gabriel Spadon

Bruno Brandoli

Sihem Amer-Yahia

2020/7/28

Enhancing recursive graph querying on RDBMS with data clustering approaches

Lucas C Scabora

Gabriel Spadon

Paulo H Oliveira

Jose F Rodrigues-Jr

Caetano Traina-Jr

2020/3/30

See List of Professors in Gabriel Spadon University(Universidade de São Paulo)

Co-Authors

academic-engine