Ivens Portugal

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 17

Top Topics

Spatial Temporal

Clustering Framework

Machine Learning

Recommender Systems

Top Venues

Publications

Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Identifying Regions of High Demand for Transportation Services based on Cluster Evolution and Graph Analysis. BigData (2023)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Knowledge Graphs in Spatial-Temporal Cluster Evolution Analysis. BigData (2023)
Ivens Portugal, Paulo Alencar, Donald D. Cowan
A Graph-based Analysis Approach to Cluster Lifetime Dynamics. Big Data (2022)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Computational Analysis to Capture Cluster Lifetime Dynamics. IEEE BigData (2021)
Ivens Portugal, Toacy Cavalcante de Oliveira, Paulo S. C. Alencar, Donald D. Cowan
MylynSDP - Process - aware artifact filtering based on interest. J. Braz. Comput. Soc. 26 (1) (2020)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
A Framework for Spatial-Temporal Trajectory Cluster Analysis Based on Dynamic Relationships. IEEE Access 8 (2020)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
From Spatial-Temporal Cluster Relationships to Lifecycles: Framework and Mobility Applications. IEEE BigData (2020)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Modeling Dynamic Spatial-Temporal Cluster Relationships. IEEE BigData (2019)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Spatial-Temporal Cluster Relations - A Foundation for Trajectory Cluster Lifetime Analysis. CoRR (2019)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Cluster Lifecycle Analysis: Challenges, Techniques, and Framework. CoRR (2019)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Trajectory Cluster Lifecycle Analysis: An Evolutionary Perspective. IEEE BigData (2018)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
The use of machine learning algorithms in recommender systems: A systematic review. Expert Syst. Appl. 97 (2018)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
A Software Framework for Cluster Lifecycle Analysis in Transportation. IEEE BigData (2018)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Developing a Spatial-Temporal Contextual and Semantic Trajectory Clustering Framework. CoRR (2017)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
A Survey on Domain-Specific Languages for Machine Learning in Big Data. CoRR (2016)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
A Preliminary Survey on Domain-Specific Languages for Machine Learning in Big Data. SwSTE (2016)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Towards a provenance-aware spatial-temporal architectural framework for massive data integration and analysis. IEEE BigData (2016)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review. CoRR (2015)
Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan
Requirements Engineering for General Recommender Systems. CoRR (2015)