日期:08/01/2019 点击量: 301次
Dr. Javier Fernando Botía Valderrama, University of Antioquia, Colombia (click)
Research Area:
Unsupervised Learning, Fuzzy Clustering, Fuzzy Extensions
Research Experience:
In the research
field, I have collaborated as a young researcher in two research groups, GEPAR
and GITA, at the University of Antioquia, Medellín, Colombia. During my
research experience, I investigated in fuzzy clustering and fuzzy cellular
automata but I extended the algorithms development in real applications such as
fault detections in industrial processes and optical communications systems.
Currently, I
belong to Systems Engineering Department at University of Antioquia, Medellín,
Colombia. In systems engineering department, I have proposed new algorithms for
LAMDA or Learning Algorithm for Multivariable Data Analysis, when LAMDA
operates in self-learning mode. In addition, I have defined novel cluster validity
measures for the LAMDA algorithm through fuzzy covariance measures and the
granulation error
On the other hand,
my research experience is also focused on software solutions for Ruta N (an
innovation center located in Medellin, Colombia). By means of Ruta N and
University of Antioquia, two software platforms have been developed in the last
two years such as a chatbot system based on IBM Watson and APIs development and
a single project window system.