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Bruno Brandoli
ORCID
Publication Activity (10 Years)
Years Active: 2010-2022
Publications (10 Years): 20
Top Topics
Breast Mri
Neural Network
Automatic Identification
Reinforcement Learning
Top Venues
CoRR
CBMS
GeoInformatica
ICIAP (1)
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Publications
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Emanuele Carlini
,
Vinicius Monteiro de Lira
,
Amílcar Soares
,
Mohammad Etemad
,
Bruno Brandoli
,
Stan Matwin
Understanding evolution of maritime networks from automatic identification system data.
GeoInformatica
26 (3) (2022)
Emanuele Carlini
,
Vinicius Monteiro de Lira
,
Amílcar Soares
,
Mohammad Etemad
,
Bruno Brandoli
,
Stan Matwin
A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data.
SEBD
(2022)
Bruno Brandoli
,
Alessandra Raffaetà
,
Marta Simeoni
,
Pedram Adibi
,
Fateha Khanam Bappee
,
Fabio Pranovi
,
Giulia Rovinelli
,
Elisabetta Russo
,
Claudio Silvestri
,
Amílcar Soares
,
Stan Matwin
From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea.
GeoInformatica
26 (4) (2022)
Daniel Mario de Lima
,
Catharine V. Graves
,
Marco A. Gutierrez
,
Bruno Brandoli
,
José F. Rodrigues Jr.
Full Motion Focus: Convolutional Module for Improved Left Ventricle Segmentation Over 4D MRI.
ICIAP (1)
(2022)
Gabriel Spadon
,
Shenda Hong
,
Bruno Brandoli
,
Stan Matwin
,
José F. Rodrigues Jr.
,
Jimeng Sun
Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
44 (9) (2022)
Bruno Brandoli
,
André R. de Geus
,
Jefferson R. Souza
,
Gabriel Spadon
,
Amílcar Soares Júnior
,
José F. Rodrigues Jr.
,
Jerzy Komorowski
,
Stan Matwin
Aircraft Fuselage Corrosion Detection Using Artificial Intelligence.
Sensors
21 (12) (2021)
Daniel Mario de Lima
,
José F. Rodrigues Jr.
,
Bruno Brandoli
,
Lorraine Goeuriot
,
Sihem Amer-Yahia
DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification.
SN Comput. Sci.
2 (4) (2021)
Bruno Brandoli
,
Gabriel Spadon
,
Travis J. Esau
,
Patrick Hennessy
,
André C. P. L. F. de Carvalho
,
Sihem Amer-Yahia
,
José F. Rodrigues Jr.
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage.
Comput. Electron. Agric.
180 (2021)
Daniel Mario de Lima
,
Catharine V. Graves
,
Marco A. Gutierrez
,
Bruno Brandoli
,
José Fernando Rodrigues Jr.
Convolutional module for heart localization and segmentation in MRI.
CoRR
(2021)
José F. Rodrigues Jr.
,
Marco A. Gutierrez
,
Gabriel Spadon
,
Bruno Brandoli
,
Sihem Amer-Yahia
LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks.
Inf. Sci.
545 (2021)
Nader Zare
,
Bruno Brandoli
,
Mahtab Sarvmaili
,
Amílcar Soares
,
Stan Matwin
Continuous Control with Deep Reinforcement Learning for Autonomous Vessels.
CoRR
(2021)
Gabriel Spadon
,
Shenda Hong
,
Bruno Brandoli
,
Stan Matwin
,
José F. Rodrigues Jr.
,
Jimeng Sun
Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning.
CoRR
(2020)
Lucas May Petry
,
Amílcar Soares Júnior
,
Vania Bogorny
,
Bruno Brandoli
,
Stan Matwin
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning.
CoRR
(2020)
Bruno Brandoli
,
Gabriel Spadon
,
Travis J. Esau
,
Patrick Hennessy
,
André C. P. L. F. de Carvalho
,
José F. Rodrigues Jr.
,
Sihem Amer-Yahia
DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods.
CoRR
(2020)
José F. Rodrigues Jr.
,
Gabriel Spadon
,
Bruno Brandoli
,
Sihem Amer-Yahia
Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network.
CBMS
(2020)
Lucas May Petry
,
Amílcar Soares Júnior
,
Vania Bogorny
,
Bruno Brandoli
,
Stan Matwin
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning.
Canadian Conference on AI
(2020)
Jaqueline Teixeira
,
Wilson Estécio Marcílio
,
Danilo Medeiros Eler
,
Almir O. Artero
,
Bruno Brandoli
A class-based evaluation approach to assess multidimensional projections.
IV
(2020)
José F. Rodrigues Jr.
,
Bruno Brandoli
,
Sihem Amer-Yahia
DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection.
CBMS
(2020)
José F. Rodrigues Jr.
,
Gabriel Spadon
,
Bruno Brandoli
,
Sihem Amer-Yahia
Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls.
CoRR
(2019)
Gabriel Spadon
,
Bruno Brandoli
,
Danilo Medeiros Eler
,
José F. Rodrigues Jr.
Detecting multi-scale distance-based inconsistencies in cities through complex-networks.
J. Comput. Sci.
30 (2019)
Bruno Brandoli
,
Danilo Medeiros Eler
,
Fernando Vieira Paulovich
,
Rosane Minghim
,
João Batista Neto
Visual Data Exploration to Feature Space Definition.
SIBGRAPI
(2010)
Sérgio Francisco da Silva
,
Bruno Brandoli
,
Danilo Medeiros Eler
,
João Batista Neto
,
Agma J. M. Traina
Silhouette-based feature selection for classification of medical images.
CBMS
(2010)