22 citations · 24 across the 4 of their papers we have counts for
4 papers
What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review
André Victória Matias, João Gustavo Atkinson Amorim, Luiz Antonio Buschetto Macarini +6
Cytology is a low-cost and non-invasive diagnostic procedure employed to support the diagnosis of a broad range of pathologies. Computer Vision technologies, by automatically gener…
Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained Images
Luiz Antonio Buschetto Macarini, Aldo von Wangenheim, Felipe Perozzo Daltoé +3
Cervical cancer is the second most common cancer type in women around the world. In some countries, due to non-existent or inadequate screening, it is often detected at late stages…
Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine
Alexandre Reeberg de Mello, Marcelo Ricardo Stemmer, Alessandro Lameiras Koerich
In this paper we present an incremental variant of the Twin Support Vector Machine (TWSVM) called Fuzzy Bounded Twin Support Vector Machine (FBTWSVM) to deal with large datasets an…
A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning
Alexandre Reeberg Mello, Jonathan de Matos, Marcelo R. Stemmer +2
In this paper, we propose the use of a black-box optimization method called deterministic Mesh Adaptive Direct Search (MADS) algorithm with orthogonal directions (Ortho-MADS) for t…