Rafael Gaspar de Sousa

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 4

Top Topics

Transition Matrix

Evolving Data Streams

Incremental Clustering

Top Venues

Data Knowl. Eng.

SN Comput. Sci.

Publications

Antonio Carlos Meira Neto, Rafael Gaspar de Sousa, Marcelo Fantinato, Sarajane Marques Peres
Revisiting the Transition Matrix-Based Concept Drift Approach: Improving the Detection Task Reliability Through Additional Experimentation. SN Comput. Sci. 5 (1) (2024)
Rafael Gaspar de Sousa, Antonio Carlos Meira Neto, Marcelo Fantinato, Sarajane Marques Peres, Hajo Alexander Reijers
Integrated detection and localization of concept drifts in process mining with batch and stream trace clustering support. Data Knowl. Eng. 149 (2024)
Antonio Carlos Meira Neto, Rafael Gaspar de Sousa, Marcelo Fantinato, Sarajane Marques Peres
Towards a Transition Matrix-Based Concept Drift Approach: Experiments on the Detection Task. ICEIS (2) (2023)
Rafael Gaspar de Sousa, Sarajane Marques Peres, Marcelo Fantinato, Hajo Alexander Reijers
Concept drift detection and localization in process mining: an integrated and efficient approach enabled by trace clustering. SAC (2021)