José F. Rodrigues Jr.

56 papers A 1B 6C 1Misc 5Journal 31Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Multi-vessel Interaction-Aware Trajectory Prediction and Collision Risk Assessment. CoRR Md Mahbub Alam, José F. Rodrigues Jr., Gabriel Spadon
2025	J	`jnl`	On the power of CNNs to detect slums in Brazil. Comput. Environ. Urban Syst. João P. da Silva, José F. Rodrigues Jr., João P. de Albuquerque
2025	J	`jnl`	Physics-Informed Neural Networks for Vessel Trajectory Prediction: Learning Time-Discretized Kinematic Dynamics via Finite Differences. CoRR Md Mahbub Alam, Amílcar Soares, José F. Rodrigues Jr., Gabriel Spadon
2022	J	`jnl`	From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics. CoRR Gabriel Spadon, José F. Rodrigues Jr.
2022	—	`conf`	Full Motion Focus: Convolutional Module for Improved Left Ventricle Segmentation Over 4D MRI. ICIAP (1) Daniel Mario de Lima, Catharine V. Graves, Marco A. Gutierrez, Bruno Brandoli, José F. Rodrigues Jr.
2022	J	`jnl`	Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution Learning. IEEE Trans. Pattern Anal. Mach. Intell. Gabriel Spadon, Shenda Hong, Bruno Brandoli, Stan Matwin, José F. Rodrigues Jr., Jimeng Sun
2021	B	`conf`	APEHR: Automated Prognosis in Electronic Health Records using multi-head self-attention. CBMS Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Danilo Medeiros Eler, José F. Rodrigues Jr.
2021	J	`jnl`	Aircraft Fuselage Corrosion Detection Using Artificial Intelligence. Sensors Bruno Brandoli, André R. de Geus, Jefferson R. Souza, Gabriel Spadon, Amílcar Soares Júnior, José F. Rodrigues Jr., Jerzy Komorowski, Stan Matwin
2021	J	`jnl`	DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification. SN Comput. Sci. Daniel Mario de Lima, José F. Rodrigues Jr., Bruno Brandoli, Lorraine Goeuriot, Sihem Amer-Yahia
2021	J	`jnl`	DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage. Comput. Electron. Agric. Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, Sihem Amer-Yahia, José F. Rodrigues Jr.
2021	J	`jnl`	ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings. Big Data Res. Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
2021	J	`jnl`	ExplorerTree: a focus+context exploration approach for 2D embeddings. CoRR Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
2021	J	`jnl`	LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks. Inf. Sci. José F. Rodrigues Jr., Marco A. Gutierrez, Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2021	J	`jnl`	Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts. J. Heal. Informatics Res. Jamil Zaghir, José F. Rodrigues Jr., Lorraine Goeuriot, Sihem Amer-Yahia
2021	Misc	`conf`	SHARq: sharing recursive queries in relational databases. SAC Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, José F. Rodrigues Jr., Caetano Traina Jr.
2020	A	`conf`	An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening. CIKM José F. Rodrigues Jr., Jean Louis Pépin, Lorraine Goeuriot, Sihem Amer-Yahia
2020	B	`conf`	DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection. CBMS José F. Rodrigues Jr., Bruno Brandoli, Sihem Amer-Yahia
2020	J	`jnl`	DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods. CoRR Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Sihem Amer-Yahia
2020	Misc	`conf`	Enhancing recursive graph querying on RDBMS with data clustering approaches. SAC Lucas C. Scabora, Gabriel Spadon, Paulo H. Oliveira, José F. Rodrigues Jr., Caetano Traina Jr.
2020	B	`conf`	Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network. CBMS José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2020	J	`jnl`	Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning. CoRR Gabriel Spadon, Shenda Hong, Bruno Brandoli, Stan Matwin, José F. Rodrigues Jr., Jimeng Sun
2019	J	`jnl`	A survey on Big Data and Machine Learning for Chemistry. CoRR José F. Rodrigues Jr., Larisa Florea, Maria Cristina Ferreira de Oliveira, Dermot Diamond, Osvaldo N. Oliveira Jr.
2019	J	`jnl`	Detecting multi-scale distance-based inconsistencies in cities through complex-networks. J. Comput. Sci. Gabriel Spadon, Bruno Brandoli, Danilo Medeiros Eler, José F. Rodrigues Jr.
2019	J	`jnl`	Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls. CoRR José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2019	J	`jnl`	Reconstructing commuters network using machine learning and urban indicators. CoRR Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Luiz G. A. Alves
2019	—	`conf`	Transforming Two Decades of ePR Data to OMOP CDM for Clinical Research. MedInfo Daniel Mario de Lima, José F. Rodrigues Jr., Agma J. M. Traina, Fabio A. Pires, Marco A. Gutierrez
2018	—	`conf`	A Computational Method for Interactive Design of Marbling Patterns. SBGames Mario Gazziro, Joao Paulo Gois, Candy Gonzales, José F. Rodrigues Jr.
2018	—	`conf`	A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks. ICCS (1) Gabriel Spadon, Bruno Brandoli Machado, Danilo Medeiros Eler, José F. Rodrigues Jr.
2018	C	`conf`	A comparative analysis of the automatic modeling of Learning Styles through Machine Learning techniques. FIE Lucas D. Ferreira, Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
2018	Misc	`conf`	A smartphone application to measure the quality of pest control spraying machines via image analysis. SAC Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
2018	—	`conf`	Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento. SBBD Gabriel Spadon, Lucas C. Scabora, Marcos R. Nesso Jr., Caetano Traina Jr., José F. Rodrigues Jr.
2018	J	`jnl`	Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row. J. Inf. Data Manag. Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Daniel S. Kaster, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Júnior
2018	B	`conf`	RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. CBMS 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
2018	B	`conf`	Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. IJCNN Mauro dos Santos de Arruda, Gabriel Spadon, José F. Rodrigues Jr., Wesley Nunes Gonçalves, Bruno Brandoli Machado
2018	—	`conf`	TendeR-Sims - Similarity Retrieval System for Public Tenders. ICEIS (1) Guilherme Q. Vasconcelos, Guilherme F. Zabot, Daniel Mario de Lima, José F. Rodrigues Jr., Caetano Traina Jr., Daniel S. Kaster, Robson L. F. Cordeiro
2018	—	`conf`	Topological Street-Network Characterization Through Feature-Vector and Cluster Analysis. ICCS (1) Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
2018	J	`jnl`	Topological street-network characterization through feature-vector and cluster analysis. CoRR Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
2017	J	`jnl`	A smartphone application to measure the quality of pest control spraying machines via image analysis. CoRR Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
2017	J	`jnl`	Angular descriptors of complex networks: A novel approach for boundary shape analysis. Expert Syst. Appl. Leonardo F. S. Scabini, Danilo O. Fistarol, Sávio Vinícius Albieri Barone Cantero, Wesley Nunes Gonçalves, Bruno Brandoli Machado, José F. Rodrigues Jr.
2017	Misc	`conf`	Behavioral Characterization of Criminality Spread in Cities. ICCS 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.
2017	Misc	`conf`	Identifying Urban Inconsistencies via Street Networks. ICCS Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
2016	J	`jnl`	BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory. Comput. Electron. Agric. 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.
2016	J	`jnl`	BioLeaf: a professional mobile application to measure foliar damage caused by insect herbivory. CoRR 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.
2016	J	`jnl`	Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR 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.
2016	—	`conf`	Effective and Unsupervised Fractal-Based Feature Selection for Very Large Datasets: Removing Linear and Non-linear Attribute Correlations. ICDM Workshops Antonio C. Fraideinberze, José F. Rodrigues Jr., Robson L. F. Cordeiro
2016	B	`conf`	Fire Detection on Unconstrained Videos Using Color-Aware Spatial Modeling and Motion Flow. ICTAI Letricia P. S. Avalhais, José F. Rodrigues Jr., Agma J. M. Traina
2016	J	`jnl`	Local descriptors for soybean disease recognition. Comput. Electron. Agric. 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
2016	—	`conf`	On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations. ICEIS (1) 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
2016	—	`conf`	Vertex Centric Asynchronous Belief Propagation Algorithm for Large-Scale Graphs. ICDM Workshops Gabriel P. Gimenes, Hugo Gualdron, José F. Rodrigues Jr.
2015	—	`conf`	BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis. SIBGRAPI Daniel Y. T. Chino, Letricia P. S. Avalhais, José F. Rodrigues Jr., Agma J. M. Traina
2015	J	`jnl`	Combining Visual Analytics and Content Based Data Retrieval Technology for Efficient Data Analysis. CoRR José F. Rodrigues Jr., Luciana A. S. Romani, Agma J. M. Traina, Caetano Traina Jr.
2015	J	`jnl`	GMine: A System for Scalable, Interactive Graph Visualization and Mining. CoRR José F. Rodrigues Jr., Hanghang Tong, Agma J. M. Traina, Christos Faloutsos, Jure Leskovec
2015	—	`conf`	StructMatrix: Large-Scale Visualization of Graphs by Means of Structure Detection and Dense Matrices. ICDM Workshops Hugo Gualdron, Robson L. F. Cordeiro, José F. Rodrigues Jr.
2015	J	`jnl`	StructMatrix: billion-scale visualization of planetary graphs by means of structure detection and dense matrices. CoRR Hugo Gualdron, Robson L. F. Cordeiro, José F. Rodrigues Jr.
2015	J	`jnl`	SuperGraph Visualization. CoRR José F. Rodrigues Jr., Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.
2015	J	`jnl`	Techniques for effective and efficient fire detection from social media images. CoRR 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.