27 citations · 226 across the 45 of their papers we have counts for
45 papers
Land Cover Mapping Using Ensemble Feature Selection Methods
A. Gidudu, B. Abe, T. Marwala
Ensemble classification is an emerging approach to land cover mapping whereby the final classification output is a result of a consensus of classifiers. Intuitively, an ensemble sy…
Artificial Intelligence Techniques for Steam Generator Modelling
Sarah Wright, Tshilidzi Marwala
This paper investigates the use of different Artificial Intelligence methods to predict the values of several continuous variables from a Steam Generator. The objective was to dete…
Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support
R. Musehane, F. Netshiongolwe, F. V. Nelwamondo +2
The paper presents the investigation and implementation of the relationship between diversity and the performance of multiple classifiers on classification accuracy. The study is c…
Emergency Centre Organization and Automated Triage System
Dan Golding, Linda Wilson, Tshilidzi Marwala
The excessive rate of patients arriving at accident and emergency centres is a major problem facing South African hospitals. Patients are prioritized for medical care through a tri…
The use of entropy to measure structural diversity
L. Masisi, V. Nelwamondo, T. Marwala
In this paper entropy based methods are compared and used to measure structural diversity of an ensemble of 21 classifiers. This measure is mostly applied in ecology, whereby speci…
Social Learning Methods in Board Games
Vukosi N. Marivate, Tshilidzi Marwala
This paper discusses the effects of social learning in training of game playing agents. The training of agents in a social context instead of a self-play environment is investigate…