‪Marcelo de Oliveira Costa Machado‬

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Jairo Francisco de SouzaUniversidade Federal de Juiz de ForaVerified email at ufjf.edu.br
Eduardo BarréreProfessor de Ciência da Computação, UFJFVerified email at ice.ufjf.br
Heder Soares BernardinoUniversidade Federal de Juiz de ForaVerified email at ice.ufjf.br
André Ferreira MartinsUniversidade Federal de Juiz de ForaVerified email at ice.ufjf.br
Sean W. M. SiqueiraProfessor of Information Systems, Federal University of the State of Rio de Janeiro (UNIRIO)Verified email at uniriotec.br
Marcio Ferreira MorenoCEO, Stealth Mode StartupVerified email at mobr.ai
Vítor Nascimento LourençoPhD Student, Universidade Federal FluminenseVerified email at id.uff.br
Elton F. de S. SoaresDSc candidate, Federal University of the State of Rio de JaneiroVerified email at uniriotec.br
Guilherme LimaIBM Research, BrazilVerified email at ibm.com
Renato CerqueiraIBM Research BrazilVerified email at br.ibm.com
Leonardo Guerreiro AzevedoIBM CorporationVerified email at br.ibm.com
Paulo J. A. GimenezVerified email at ibge.gov.br
Rafael Rossi de Mello BrandãoCOO, Stealth Mode StartupVerified email at mobr.systems
Renan SouzaOak Ridge National LaboratoryVerified email at ornl.gov
Cleber Pinelli TeixeiraUniversidade Federal do Estado do Rio de Janeiro (UNIRIO)Verified email at uniriotec.br
Raphael Melo ThiagoResearch Software Engineer, IBM Research BrazilVerified email at br.ibm.com
Felipe Rooke da SilvaUniversidade Federal de Juiz de ForaVerified email at ufjf.edu.br
Victor Aquiles AlencarAluno do Curso de Ciência da Computação, Universidade Federal de Juiz de ForaVerified email at ice.ufjf.br
Alex Borges VieiraProfessor, Computer Science Department, Universidade Federal de Juiz de ForaVerified email at ufjf.edu.br
Rita Pinheiro-MachadoINPIVerified email at inpi.gov.br

Marcelo de Oliveira Costa Machado

IBM Research | PhD Student in Informatics at Federal University of the State of Rio de Janeiro

Verified email at edu.unirio.br

Knowledge Engineering Adaptive Learning Search as Learning Linked Data Semantic Web


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A comparative analysis of metaheuristics applied to adaptive curriculum sequencing AF Martins, M Machado, HS Bernardino, JF de Souza Soft Computing 25 (16), 11019-11034, 2021	19	2021
Metaheuristic-based adaptive curriculum sequencing approaches: a systematic review and mapping of the literature MOC Machado, NFS Bravo, AF Martins, HS Bernardino, E Barrere, ... Artificial Intelligence Review 54 (1), 711-754, 2021	19	2021
Solving the Adaptive Curriculum Sequencing Problem with Prey-Predator Algorithm M Machado, E Barrére, J Souza International Journal of Distance Education Technologies 17, 71-93, 2019	10	2019
Uma abordagem evolutiva para o problema de sequenciamento curricular adaptativo M Machado, E Barrére, J Souza Brazilian Symposium on Computers in Education (Simpósio Brasileiro de …, 2018	5	2018
Raising the dimensions and variables for searching as a learning process: a systematic mapping of the literature MOC Machado, PJ de Alcantara Gimenez, SWM Siqueira Anais do XXXI Simpósio Brasileiro de Informática na Educação, 1393-1402, 2020	4	2020
A evolução da área de busca como um processo de aprendizagem com base em um mapeamento sistemático M Machado, C Pinelli, S Siqueira Anais dos Workshops do Congresso Brasileiro de Informática na Educação 8 (1 …, 2019	3	2019
Geração de Sequências Curriculares Adaptativas baseada em Computação Evolucionária: Estado da Arte e Tendências M Machado, J Souza, E Barrére Brazilian Symposium on Computers in Education (Simpósio Brasileiro de …, 2017	2	2017
Evaluating Semantic Queries for Dataset Engineering on the Hyperknowledge Platform MF Moreno, P Costa, R Costa, V Nascimento, EF de Souza Soares, ... ISWC (Posters/Demos/Industry), 2021	1	2021
A Hyperknowledge Approach to Support Dataset Engineering MF Moreno, P Costa, R Costa, V Nascimento, EFS Soares, M Machado ISWC (Posters/Demos/Industry), 2021	1	2021
Investigating the learning perspective of Searching as Learning, a review of the state of the art PJ de Alcantara Gimenez, MOC Machado, CP Pinelli, SWM Siqueira Anais do XXXI Simpósio Brasileiro de Informática na Educação, 302-311, 2020	1	2020
A Knowledge-Based Approach for Structuring Cyclic Workflows R Brandão, V Lourenço, M Machado, L Azevedo, M Cardoso, R Souza, ... International Semantic Web Conference 2721, 247-251, 2020	1	2020
Integrating ADME-Tox properties of PFAS described in public and private knowledge bases using Wikidata GAF Lima, M Machado, EF de Souza Soares, RM Thiago, SR Fiorini, ... American Chemical Society (ACS) Spring Meeting, 2024		2024
KIF: A Framework for Virtual Integration of Heterogeneous Knowledge Bases using Wikidata G Lima, M Machado, E Soares, SR Fiorini, R Thiago, LG Azevedo, ... arXiv preprint arXiv:2403.10304, 2024		2024
Enabling Live SPARQL Queries Over ConceptNet Using Triple Pattern Fragments M Machado, GAF Lima, EF de Souza Soares, R Uceda-Sosa, ... Extended Semantic Web Conference 13870, 661–678, 2023		2023
An Extensible Approach for Query-Driven Multimodal Knowledge Graph Completion. M Machado, G Lima, EFS Soares, V Nascimento, R Brandao, MF Moreno ISWC (Posters/Demos/Industry), 2022		2022
Exploring the state of the art of Argumentation Mining technology using patent documents M Machado, MASN Nunes, R Pinheiro-Machado, SWM Siqueira RelaTe-DIA 15 (1), 2022		2022
A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking EF de Souza Soares, R Souza, RM Thiago, MOC Machado, LG Azevedo Anais do XXXVI Simpósio Brasileiro de Bancos de Dados, 265-270, 2021		2021
Practical Rule-Based Qualitative Temporal Reasoning for the Semantic Web G Lima, M Machado, R Uceda-Sosa, M Moreno Rules and Reasoning: 5th International Joint Conference, RuleML+ RR 2021 …, 2021		2021
Adding Hyperknowledge-enabled data lineage to a machine learning workflow management system for oil and gas LG Azevedo, R Souza, R Brandão, VN Lourenço, M Costalonga, ... First Break 38 (7), 89-93, 2020		2020
Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry R Brandão, V Lourenço, M Machado, L Azevedo, M Cardoso, R Souza, ... International Semantic Web Conference 2721, 2020		2020

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