Sushmita Mitra教授学术讲座

主题：Artificial Neural Network (人工神经网络)
内容摘要：This talk will describe the basic concept of artificial neural networks,
how they are different from traditional von Neuman models, and how they are used
in decision making. Major artificial neural network models like perception,
multilayer perception, kohonen's self organising map and radial function networks
will be discussed in the context of supervised and unsupervised learning.

时间：5月26日下午4：00
地点：主楼808
欢迎师生参加。
报告人简介：
(详细信息请参见：http://www.isical.ac.in/~sushmita/)
Sushmita Mitra is a Professor at the Machine Intelligence Unit, Indian Statistical
Institute, Kolkata, Indian. From 1992 to 1994 she was in the RWTH, Aachen, Germany
as a DAAD Fellow. She was a Visiting Professor in the Computer Science Departments
of the University of Alberta, Edmonton, Canada in 2004, 2007; Meiji University,
Japan in 1999, 2004, 2005, 2007; and Aalborg University Esbjerg, Denmark in 2002,
2003. Dr. Mitra received the National Talent Search Scholarship (1978-1983) from
NCERT, India, the IEEE TNN Outstanding Paper Award in 1994 for her pioneering work
in neuro-fuzzy computing, and the CIMPA-INRIA-UNESCO Fellowship in 1996.
She is the author of the books ``Neuro-Fuzzy Pattern Recognition: Methods in Soft
Computing" and ``Data Mining: Multimedia, Soft Computing, and Bioinformatics"
published by John Wiley, and ``Introduction to Machine Learning and
Bioinformatics", Chapman & Hall/CRC Press. Dr. Mitra has guest edited special
issues of several journals, and is an Associate Editor of ``Neurocomputing". She
has more than 100 research publications in referred international journals.
According to the Science Citation Index (SCI), two of her papers have been ranked
3rd and 15th in the list of Top-cited papers in Engineering Science from India
during 1992--2001.
Dr. Mitra is a Senior Member of IEEE and a Fellow of the Indian National Academy
of Engineering. She served in the capacity of Program Chair, Tutorial Chair,
Plenary Speaker, and as member of programme committees of many international
conferences. Her current research interests include data mining, pattern
recognition, soft computing, image processing, and Bioinformatics.