Rafael Brandão

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 18

Top Topics

Machine Learning

Conceptual Modelling

Conceptual Models

Interactive Visual

Top Venues

ISWC (Demos/Industry)

Publications

Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
Workflow Provenance in the Lifecycle of Scientific Machine Learning. CoRR (2020)
Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno
A Knowledge-Based Approach for Structuring Cyclic Workflows. ISWC (Demos/Industry) (2020)
Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno
Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry. ISWC (Demos/Industry) (2020)
Márcio Ferreira Moreno, Vítor Lourenço, Sandro Rama Fiorini, Polyana Costa, Rafael Brandão, Daniel Civitarese, Renato Cerqueira
Managing Machine Learning Workflow Components. ICSC (2020)
Márcio Ferreira Moreno, Vítor Lourenço, Sandro Rama Fiorini, Polyana Costa, Rafael Brandão, Daniel Civitarese, Renato Cerqueira
Managing Machine Learning Workflow Components. Int. J. Semantic Comput. 14 (2) (2020)
Márcio Ferreira Moreno, Vítor Lourenço, Sandro Rama Fiorini, Polyana Costa, Rafael Brandão, Daniel Civitarese, Renato Cerqueira
Managing Machine Learning Workflow Components. CoRR (2019)
Rafael Brandão, Joel Carbonera, Clarisse S. de Souza, Juliana Jansen Ferreira, Bernardo Gonçalves, Carla Faria Leitão
Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications. CoRR (2019)
Márcio Ferreira Moreno, Daniel Civitarese, Rafael Brandão, Renato Cerqueira
Effective Integration of Symbolic and Connectionist Approaches through a Hybrid Representation. CoRR (2019)
Renan Souza, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. CoRR (2019)
Renan Souza, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco Aurélio Stelmar Netto, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. WORKS@SC (2019)
Márcio Ferreira Moreno, Luiz José Schirmer Silva, Maximilien de Bayser, Rafael Brandão, Renato F. G. Cerqueira
Understanding Documents with Hyperknowledge Specifications. DocEng (2018)
Márcio Ferreira Moreno, Rodrigo C. M. Santos, Wallas H. S. dos Santos, Rafael Brandão, Patricia Carrion, Renato Cerqueira
Handling Hyperknowledge Representations through an Interactive Visual Approach. IRI (2018)
Márcio Ferreira Moreno, Rafael Brandão, Renato F. G. Cerqueira
Extending Hypermedia Conceptual Models to Support Hyperknowledge Specifications. Int. J. Semantic Comput. 11 (1) (2017)
Márcio Ferreira Moreno, Rafael Brandão, Renato F. G. Cerqueira
Extending Hypermedia Conceptual Models to Support Hyperknowledge Specifications. ISM (2016)
Márcio Ferreira Moreno, Rafael Brandão, Juliana Jansen Ferreira, Ana Fucs, Renato F. G. Cerqueira
Towards a Conceptual Model for Cognitive-Intensive Practices. ISM (2016)
Márcio Ferreira Moreno, Rafael Brandão, Renato Cerqueira
NCM 3.1: A Conceptual Model for Hyperknowledge Document Engineering. DocEng (2016)
Juliana Jansen Ferreira, Márcio Ferreira Moreno, Rafael Brandão, Renato F. G. Cerqueira
Multimedia in Cognitive-Intensive Practices: A Case with ATLAS.ti Supporting HCI Qualitative Research. ISM (2016)
Márcio Ferreira Moreno, Rafael Brandão, Renato F. G. Cerqueira
Challenges on Multimedia for Decision-Making in the Era of Cognitive Computing. ISM (2016)
Rafael Brandão, Clarisse S. de Souza, Renato Cerqueira
Uma infraestrutura de captura & acesso para instrumentação de avaliações qualitativas de IHC. IHC (2014)
Rafael Brandão, Paulo França, Adriano Medeiros, Felipe Portella, Renato Cerqueira
The CAS project: a general infrastructure for pervasive capture and access systems. SAC (2013)