José F. Rodrigues Jr.

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 53

Top Topics

Relational Graph

Machine Learning

Top Venues

Comput. Electron. Agric.

Publications

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)
Gabriel Spadon, José F. Rodrigues Jr.
From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics. CoRR (2022)
Jamil Zaghir, José F. Rodrigues Jr., Lorraine Goeuriot, Sihem Amer-Yahia
Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts. J. Heal. Informatics Res. 5 (4) (2021)
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)
Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, José F. Rodrigues Jr., Caetano Traina Jr.
SHARq: sharing recursive queries in relational databases. SAC (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)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings. Big Data Res. 25 (2021)
Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Danilo Medeiros Eler, José F. Rodrigues Jr.
APEHR: Automated Prognosis in Electronic Health Records using multi-head self-attention. CBMS (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)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
ExplorerTree: a focus+context exploration approach for 2D embeddings. 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)
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)
José F. Rodrigues Jr., Jean Louis Pépin, Lorraine Goeuriot, Sihem Amer-Yahia
An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening. CIKM (2020)
Lucas C. Scabora, Gabriel Spadon, Paulo H. Oliveira, José F. Rodrigues Jr., Caetano Traina Jr.
Enhancing recursive graph querying on RDBMS with data clustering approaches. SAC (2020)
José F. Rodrigues Jr., Bruno Brandoli, Sihem Amer-Yahia
DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection. CBMS (2020)
Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Luiz G. A. Alves
Reconstructing commuters network using machine learning and urban indicators. CoRR (2019)
José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls. CoRR (2019)
José F. Rodrigues Jr., Larisa Florea, Maria Cristina Ferreira de Oliveira, Dermot Diamond, Osvaldo N. Oliveira Jr.
A survey on Big Data and Machine Learning for Chemistry. CoRR (2019)
Daniel Mario de Lima, José F. Rodrigues Jr., Agma J. M. Traina, Fabio A. Pires, Marco A. Gutierrez
Transforming Two Decades of ePR Data to OMOP CDM for Clinical Research. MedInfo (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)
Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Daniel S. Kaster, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Junior
Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row. J. Inf. Data Manag. 9 (1) (2018)
Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
Topological Street-Network Characterization Through Feature-Vector and Cluster Analysis. ICCS (1) (2018)
Lucas D. Ferreira, Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
A comparative analysis of the automatic modeling of Learning Styles through Machine Learning techniques. FIE (2018)
Mario Gazziro, Joao Paulo Gois, Candy Gonzales, José F. Rodrigues Jr.
A Computational Method for Interactive Design of Marbling Patterns. SBGames (2018)
Gabriel Spadon, Lucas C. Scabora, Marcos R. Nesso Jr., Caetano Traina Jr., José F. Rodrigues Jr.
Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento. SBBD (2018)
Gabriel Spadon, Bruno Brandoli Machado, Danilo Medeiros Eler, José F. Rodrigues Jr.
A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks. ICCS (1) (2018)
Mauro dos Santos de Arruda, Gabriel Spadon, José F. Rodrigues Jr., Wesley Nunes Gonçalves, Bruno Brandoli Machado
Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. IJCNN (2018)
Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
Topological street-network characterization through feature-vector and cluster analysis. CoRR (2018)
Guilherme Q. Vasconcelos, Guilherme F. Zabot, Daniel Mario de Lima, José F. Rodrigues Jr., Caetano Traina Jr., Daniel S. Kaster, Robson L. F. Cordeiro
TendeR-Sims - Similarity Retrieval System for Public Tenders. ICEIS (1) (2018)
Marcos Roberto Nesso Junior, Mirela T. Cazzolato, Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Jéssica Andressa de Souza, Willian D. Oliveira, Daniel Y. T. Chino, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina
RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. CBMS (2018)
Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
A smartphone application to measure the quality of pest control spraying machines via image analysis. SAC (2018)
Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
A smartphone application to measure the quality of pest control spraying machines via image analysis. CoRR (2017)
Gabriel Spadon, Lucas C. Scabora, Paulo H. Oliveira, Marcus V. S. Araujo, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.
Behavioral Characterization of Criminality Spread in Cities. ICCS (2017)
Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
Identifying Urban Inconsistencies via Street Networks. ICCS (2017)
Leonardo F. S. Scabini, Danilo O. Fistarol, Sávio Vinícius Albieri Barone Cantero, Wesley Nunes Gonçalves, Bruno Brandoli Machado, José F. Rodrigues Jr.
Angular descriptors of complex networks: A novel approach for boundary shape analysis. Expert Syst. Appl. 89 (2017)
Antonio C. Fraideinberze, José F. Rodrigues Jr., Robson L. F. Cordeiro
Effective and Unsupervised Fractal-Based Feature Selection for Very Large Datasets: Removing Linear and Non-linear Attribute Correlations. ICDM Workshops (2016)
Bruno Brandoli Machado, Jonatan Patrick Oruê, Mauro S. Arruda, Cleidimar Santos, Diogo Sarath, Wesley Nunes Gonçalves, Gercina Gonçalves da Silva, Hemerson Pistori, Antonia Railda Roel, José F. Rodrigues Jr.
BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory. Comput. Electron. Agric. 129 (2016)
Bruno Brandoli Machado, Jonatan Patrick Oruê, Mauro S. Arruda, Cleidimar Santos, Diogo Sarath, Wesley Nunes Gonçalves, Gercina Gonçalves da Silva, Hemerson Pistori, Antonia Railda Roel, José F. Rodrigues Jr.
BioLeaf: a professional mobile application to measure foliar damage caused by insect herbivory. CoRR (2016)
Letricia P. S. Avalhais, José F. Rodrigues Jr., Agma J. M. Traina
Fire Detection on Unconstrained Videos Using Color-Aware Spatial Modeling and Motion Flow. ICTAI (2016)
Rillian Diello Lucas Pires, Diogo Nunes Gonçalves, Jonatan Patrick Margarido Oruê, Wesley Eiji Sanches Kanashiro, José F. Rodrigues Jr., Bruno Brandoli Machado, Wesley Nunes Gonçalves
Local descriptors for soybean disease recognition. Comput. Electron. Agric. 125 (2016)
Gabriel P. Gimenes, Hugo Gualdron, José F. Rodrigues Jr.
Vertex Centric Asynchronous Belief Propagation Algorithm for Large-Scale Graphs. ICDM Workshops (2016)
Paulo H. Oliveira, Antonio C. Fraideinberze, Natan A. Laverde, Hugo Gualdron, André S. Gonzaga, Lucas D. Ferreira, Willian D. Oliveira, José F. Rodrigues Jr., Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina, Elaine P. M. de Sousa
On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations. ICEIS (1) (2016)
Gabriel Spadon, Lucas C. Scabora, Marcus V. S. Araujo, Paulo H. Oliveira, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.
Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR (2016)
Hugo Gualdron, Robson L. F. Cordeiro, José F. Rodrigues Jr.
StructMatrix: billion-scale visualization of planetary graphs by means of structure detection and dense matrices. CoRR (2015)
José F. Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
SuperGraph Visualization. CoRR (2015)
José F. Rodrigues Jr., Luciana A. S. Romani, Agma J. M. Traina, Caetano Traina Jr.
Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. CoRR (2015)
Hugo Gualdron, Robson L. F. Cordeiro, José F. Rodrigues Jr.
StructMatrix: Large-Scale Visualization of Graphs by Means of Structure Detection and Dense Matrices. ICDM Workshops (2015)
José F. Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec
GMine: A System for Scalable, Interactive Graph Visualization and Mining. CoRR (2015)
Daniel Y. T. Chino, Letricia P. S. Avalhais, José F. Rodrigues Jr., Agma J. M. Traina
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis. SIBGRAPI (2015)
Marcos Vinicius Naves Bedo, Gustavo Blanco, Willian D. Oliveira, Mirela T. Cazzolato, Alceu Ferraz Costa, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.
Techniques for effective and efficient fire detection from social media images. CoRR (2015)