2019
A systematic comparison between different base learners in AdaBoosting model
Poster presentation at the 64º RBRAS, in 2019.
Statisical Learning and Ensemble Methods - An short course
A short course about the main Ensemble Methods used in Statistical Learning
Adaboost Model - The weighted wisdom of the crowds
A talk AdaBoosting model and its applications at #5 Data in Bahia Meetup.
2018
Kernelized Weighted-K Nearest Neighbors
Research developed on Kernel KNN technique as extension of traditional K Nearest Neighborhood algorithm.
Recommendation system to Academic Congresses - a text mining application
Work in text mining to develop a recommendation system to an Academic Congress based on document similarities.
The Kernel Trick and Clustering - the Kernel K-Means method
Research developed on Kernel K-Means technique, and presented at the 23º SINAPE, 2018.
