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catalystreport

A report on the Catalyst Funds

classifiers

Stratified N-times K-fold cross validation and Friedman test in evaluating bayesian, k-NN and ensemble classifiers

esm-am_bracis2020

Exceptional Survival Model Ant-Miner (ESM-AM) is an ant-colony-based Exceptional Model Mining framework to the discovery of subgroups with unusual survival behaviour.

esmamds

Exceptional Survival Model AntMiner - Diverse Search is an ACO-based Exceptional Model Mining framework to the discovery of diverse subgroups with unusual survival behaviour.

kcm-f-gh_algorithm

An implementation of a gaussian kernel c-means in the feature space with automated computation of width hyper-parameters algorithm presented in "de Carvalho, F.D.A., Simões, E.C., Santana, L.V. and Ferreira, M.R., 2018. Gaussian kernel c-means hard clustering algorithms with automated computation of the width hyper-parameters. Pattern Recognition, 79, pp.370-386."

opendatasus

Processing COVID-19 cases from openDataSUS

pacman

An implementation of the Multi-Agent Search Project from Berkeley AI (http://ai.berkeley.edu/multiagent.html). The multiAgents.py file implements a better pacman agent, and the ghostAgents.py file implements new classes of ghosts agents.

vca-tool

voter-tool