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

Aircraft fuselage corrosion detection using artificial intelligence

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

SHARq: sharing recursive queries in relational databases

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

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

2024/1/23

A data augmentation algorithm for trajectory data

2023/11/13

Gabriel Spadon
Gabriel Spadon

H-Index: 6

Amilcar Soares
Amilcar Soares

H-Index: 10

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

Sensors

2022/8/13

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

IEEE Access

2023

CPAP Adherence Assessment via Gaussian Mixture Modeling of Telemonitored Apnea Therapy

Applied Sciences

2022/7/28

Gabriel Spadon
Gabriel Spadon

H-Index: 6

Aircraft fuselage corrosion detection using artificial intelligence

Sensors

2021/6/11

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

IEEE Transactions on Pattern Analysis and Machine Intelligence

2021/4/27

SHARq: sharing recursive queries in relational databases

2021/3/22

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

Information Sciences

2021/2/4

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

arXiv preprint arXiv:2206.01176

2022/6/1

Gabriel Spadon
Gabriel Spadon

H-Index: 6

Jose F Rodrigues-Jr
Jose F Rodrigues-Jr

H-Index: 13

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

Computers and Electronics in Agriculture

2021/1/1

Neural networks for seismic data inversion

2021/8/23

Gabriel Spadon
Gabriel Spadon

H-Index: 6

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

2020/7/28

Gabriel Spadon
Gabriel Spadon

H-Index: 6

Bruno Brandoli
Bruno Brandoli

H-Index: 10

Enhancing recursive graph querying on RDBMS with data clustering approaches

2020/3/30

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

Co-Authors

academic-engine