Marcelo Machado

According to our database, Marcelo Machado authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

KIF: A Framework for Virtual Integration of Heterogeneous Knowledge Bases using Wikidata.

Guilherme Lima, Marcelo Machado, Elton F. S. Soares, Sandro Rama Fiorini, Raphael Thiago, Leonardo Guerreiro Azevedo, Viviane Torres da Silva, Renato Cerqueira

CoRR, 2024

A framework to support experimentation in the context of Cognitive Biases in Search as a Learning process.

Marcelo Machado, Elias Cyrino Assis, Jairo Francisco de Souza, Sean Wolfgand Matsui Siqueira

Proceedings of the 20th Brazilian Symposium on Information Systems, 2024

LLM Store: A KIF Plugin for Wikidata-Based Knowledge Base Completion via LLMs.

Marcelo de Oliveira Costa Machado, João Marcello Bessa Rodrigues, Guilherme Lima, Viviane Torres da Silva

Proceedings of the Joint proceedings of the 2nd workshop on Knowledge Base Construction from Pre-Trained Language Models (KBC-LM 2024) and the 3rd challenge on Language Models for Knowledge Base Construction (LM-KBC 2024) co-located with the 23nd International Semantic Web Conference (ISWC 2024), 2024

LLM Store: Leveraging Large Language Models as Sources of Wikidata-Structured Knowledge.

Marcelo de Oliveira Costa Machado, João Marcello Bessa Rodrigues, Guilherme Lima, Sandro Rama Fiorini, Viviane Torres da Silva

Proceedings of the Joint proceedings of the 2nd workshop on Knowledge Base Construction from Pre-Trained Language Models (KBC-LM 2024) and the 3rd challenge on Language Models for Knowledge Base Construction (LM-KBC 2024) co-located with the 23nd International Semantic Web Conference (ISWC 2024), 2024

2023

Enabling Live SPARQL Queries over ConceptNet Using Triple Pattern Fragments.

Marcelo Machado, Guilherme Lima, Elton F. S. Soares, Rosario Uceda-Sosa, Renato Cerqueira

Proceedings of the Semantic Web - 20th International Conference, 2023

2022

An Extensible Approach for Query-Driven Multimodal Knowledge Graph Completion.

Marcelo Machado, Guilherme Lima, Elton F. S. Soares, Vitor Nascimento, Rafael Brandão, Márcio Ferreira Moreno

Proceedings of the ISWC 2022 Posters, 2022

2021

A comparative analysis of metaheuristics applied to adaptive curriculum sequencing.

André Ferreira Martins, Marcelo Machado, Heder Soares Bernardino, Jairo Francisco de Souza

Soft Comput., 2021

Metaheuristic-based adaptive curriculum sequencing approaches: a systematic review and mapping of the literature.

Marcelo de Oliveira Costa Machado, Natalie Ferraz Silva Bravo, André Ferreira Martins, Heder Soares Bernardino, Eduardo Barrére, Jairo Francisco de Souza

Artif. Intell. Rev., 2021

Evaluating Semantic Queries for Dataset Engineering on the Hyperknowledge Platform.

Márcio Ferreira Moreno, Polyana B. da Costa, Rodrigo Costa, Vitor Nascimento, Elton Figueiredo de Souza Soares, Marcelo Machado

Proceedings of the ISWC 2021 Posters, 2021

A Hyperknowledge Approach to Support Dataset Engineering.

Márcio Ferreira Moreno, Polyana B. da Costa, Rodrigo Costa, Vitor Nascimento, Elton F. S. Soares, Marcelo Machado

Proceedings of the ISWC 2021 Posters, 2021

A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking.

Elton Figueiredo de Souza Soares, Renan Souza, Raphael Melo Thiago, Marcelo de Oliveira Costa Machado, Leonardo Guerreiro Azevedo

Proceedings of the 36th Brazilian Symposium on Databases, 2021

Practical Rule-Based Qualitative Temporal Reasoning for the Semantic Web.

Guilherme Lima, Marcelo Machado, Rosario Uceda-Sosa, Márcio Ferreira Moreno

Proceedings of the Rules and Reasoning - 5th International Joint Conference, 2021

2020

Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry.

Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

A Knowledge-Based Approach for Structuring Cyclic Workflows.

Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

2019

Solving the Adaptive Curriculum Sequencing Problem with Prey-Predator Algorithm.

Marcelo de Oliveira Costa Machado, Eduardo Barrére, Jairo de Souza

Int. J. Distance Educ. Technol., 2019

2018

Improving the detection of evolutionary coupling: an approach considering sliding verification.

Marcelo Machado, Ricardo Choren

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018