Rafael de Oliveira Werneck

Cited by

	All	Since 2019
Citations	640	589
h-index	10	10
i10-index	10	10

140

105

2016201720182019202020212022202320246 3 39 84 77 78 91 135 123

Co-authors

Ricardo da Silva TorresProfessor in Data Science and Artificial Intelligence, Wageningen University & ResearchVerified email at wur.nl
Dr. Anderson Rocha (Full-Professor)University of Campinas (Unicamp), Campinas, SP, BrazilVerified email at unicamp.br
Pedro Ribeiro Mendes JúniorUniversidade Estadual de Campinas (UNICAMP)Verified email at ic.unicamp.br
Otávio A. B. PenattiResearch Manager at Samsung, BrazilVerified email at penatti.com
Waldir Rodrigues de AlmeidaUniversity of Campinas (Unicamp)Verified email at students.ic.unicamp.br
Daniel PazinatoGoogleVerified email at google.com
Denis José SchiozerState University of Campinas (UNICAMP)Verified email at unicamp.br
Alessandra Davolio GomesPesquisadora, UNICAMPVerified email at unicamp.br
Maiara Moreira GonçalvesEstudante de Doutorado de Ciências e Engenharia de Petróleo, Universidade de CampinasVerified email at dac.unicamp.br
Manuel Castro AvilaUnicampVerified email at ic.unicamp.br
Tabbone Salvatore AntoineLORIA-IDMC Université de LorraineVerified email at loria.fr
Ícaro Cavalcante DouradoUniversity of Campinas (UNICAMP)Verified email at ic.unicamp.br
Samuel G. FadelPostdoc, Technical University of DenmarkVerified email at dtu.dk
Aurea Soriano-VargasAI Senior researcher at University of CampinasVerified email at unicamp.br
Roberto SouzaAssistant Professor, University of CalgaryVerified email at ucalgary.ca
Eduardo ValleFaculty of Electrical and Computing Engineering (FEEC), University of Campinas (UNICAMP)Verified email at dca.fee.unicamp.br
Mauricio PerezPostdoctoral Fellow, Genome Institute of Singapore (GIS) A-StarVerified email at gis.a-star.edu.sg
Thierry MoreiraUniversidade Estadual de CampinasVerified email at liv.ic.unicamp.br
romain raveauxUniversité de ToursVerified email at univ-tours.fr
Alexandre Mello FerreiraUnicampVerified email at ic.unicamp.br

Rafael de Oliveira Werneck

PhD in Computer Science, Universidade Estadual de Campinas

Verified email at ic.unicamp.br - Homepage

Machine Learning Pattern Recognition Graphs Forecasting


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Nearest neighbors distance ratio open-set classifier PRM Júnior, RM de Souza, RO Werneck, BV Stein, DV Pazinato, ... Machine Learning 106 (3), 359-386, 2017	284	2017
Exploiting ConvNet Diversity for Flooding Identification K Nogueira, SG Fadel, ÍC Dourado, RO Werneck, JAV Muñoz, ... IEEE Geoscience and Remote Sensing Letters, 2018	76	2018
Graph-based bag-of-words for classification FB Silva, RO Werneck, S Goldenstein, S Tabbone, RS Torres Pattern Recognition 74, 266-285, 2018	58	2018
Data-driven deep-learning forecasting for oil production and pressure R de Oliveira Werneck, R Prates, R Moura, MM Gonçalves, M Castro, ... Journal of Petroleum Science and Engineering, 109937, 2021	51	2021
Pixel-Level Tissue Classification for Ultrasound Images. DV Pazinato, BV Stein, WR de Almeida, R de Oliveira Werneck, ... IEEE J. Biomedical and Health Informatics 20 (1), 256-267, 2016	44	2016
Where is my puppy? Retrieving lost dogs by facial features TP Moreira, ML Perez, R de Oliveira Werneck, E Valle Multimedia Tools and Applications 76 (14), 15325–15340, 2017	30	2017
Mid-level image representations for real-time heart view plane classification of echocardiograms OAB Penatti, RO Werneck, WR de Almeida, BV Stein, DV Pazinato, ... Computers in biology and medicine 66, 66-81, 2015	23	2015
Data-Driven Flood Detection using Neural Networks. K Nogueira, SG Fadel, ÍC Dourado, R de Oliveira Werneck, JAV Muñoz, ... MediaEval, 2017	22	2017
A visual analytics approach to anomaly detection in hydrocarbon reservoir time series data A Soriano-Vargas, R Werneck, R Moura, PM Júnior, R Prates, M Castro, ... Journal of Petroleum Science and Engineering, 108988, 2021	18	2021
Graph-Based Early-Fusion for Flood Detection RDO Werneck, IC Dourado, SG Fadel, S Tabbone, RDS Torres 2018 25th IEEE International Conference on Image Processing (ICIP), 1048-1052, 2018	10	2018
Time series causal relationships discovery through feature importance and ensemble models M Castro, PR Mendes Júnior, A Soriano-Vargas, R de Oliveira Werneck, ... Scientific Reports 13 (1), 11402, 2023	9	2023
Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments R de Oliveira Werneck, WR de Almeida, BV Stein, DV Pazinato, ... Future Generation Computer Systems 78, 59-76, 2018	5	2018
A New Hybrid Data-Driven and Model-Based Methodology for Improved Short-Term Production Forecasting VHS Ferreira, M Castro, R Moura, RO Werneck, MF Zampieri, ... Offshore Technology Conference, D041S049R007, 2023	4	2023
Learning cost function for graph classification with open-set methods R de Oliveira Werneck, R Raveaux, S Tabbone, R da Silva Torres Pattern Recognition Letters 128, 8-15, 2019	4	2019
Learning Cost Functions for Graph Matching RO Werneck, R Raveaux, S Tabbone, RS Torres Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2018	2	2018
A multi-modal approach for mixed-frequency time series forecasting LL Filho, R de Oliveira Werneck, M Castro, P Ribeiro Mendes Júnior, ... Neural Computing and Applications, 1-25, 2024		2024
Watch the Reservoir! Improving Short-Term Production Forecast Through Transformers R Werneck, LA Lusquino Filho, A Lustosa, A Loomba, MM Gonçalves, ... SPE Europec featured at EAGE Conference and Exhibition?, D031S016R002, 2024		2024
Enhancing Short-Term Production Forecast in Oil Fields: Integrating Data-Driven and Model-Based Approaches to Reduce Uncertainty MM Gonçalves, R Werneck, M Castro, M Amaral, PR Mendes, LAL Filho, ... SPE Europec featured at EAGE Conference and Exhibition?, D031S019R002, 2024		2024
Learning graph-based representations and matching in classification tasks: Aprendizado de representações e correspondências baseadas em grafos para tarefas de classificação RO Werneck [sn], 2019		2019
A unified framework for design, deployment, execution, and recommendation of machine learning experiments= Uma ferramenta unificada para projeto, desenvolvimento, execução e … RO Werneck [sn], 2014		2014

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors