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Event/Conference

30 Sep 2014

http://www.isical.ac.in/~sushmita/  

A CIS Distinguished Lecturer prof. Sushmita Mitra (Machine Intelligence
Unit,Indian Statistical Institute, Kolkata, INDIA), will give a lecture on
Hybridization with Rough Sets: Application to Bioinformatics and
Biomedical Imagery.

Abstract:
Rough set theory is an established tool for dealing with imprecision,
noise, and uncertainty in data. It provides an important and
mathematically established tool for dimensionality reduction in large
data. A lot of research has been undertaken, over the last decade, for
integrating rough sets into the broader framework of computational
intelligence. In this talk we provide an overview of such hybridization,
along with some applications. We begin with a brief introduction to
rough sets, followed by some of their hybridization with fuzzy sets and
genetic algorithms, in tasks involving dimensionality reduction and
clustering. Experimental results demonstrate their effectiveness in
diverse domains like microarray gene expressions, face recognition, and
CT scan images.

The lecture will take place on Friday, Oct. 10, 2014 at 2.15 PM
The University of Warsaw, The Faculty of Mathematics, Informatics and Mechanics (MIM), Banacha 2, Warsaw, rm. 2180.


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Event/Conference

30 Sep 2014

http://www.isical.ac.in/~sushmita/  

A CIS Distinguished Lecturer prof. Sushmita Mitra (Machine Intelligence
Unit,Indian Statistical Institute, Kolkata, INDIA), will give a lecture on
Soft Computing: Excursion through Fuzzy Sets, Neural Networks,
Genetic Algorithms, and Rough Sets.

Abstract:
Here we provide an introduction to soft computing. Some of its
constituents like fuzzy sets, artificial neural networks, and genetic
algorithms are described. The concept of rough sets is discussed, along
with its hybridization in a wider framework. Applications to data mining
and bioinformatics problems are also presented.
Finally we present some applications to biomedical imagery, encompassing
CT scan images of the brain and lung

The lecture will take place on Friday, Oct. 3, 2014 at 0.15 PM
in AGH University of Science and Technology, Aula A, blg. D-10, Faculty of Physics and Applied Computer Science


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