Fast Learning in Deep Neural Networks for Handling Big Data
In July 2015, she was invited to give a two hour tutorial on Feature selection for gene expression data for the participants of International joint conference on Neural Networks held at Ireland.
During summer 2012, she has been a visiting scientist at NIST, Gaithersburg, Maryland. She has been a Visiting Professor for a year with the Graduate School of Business, University of Pittsburgh, Pittsburgh, USA and for a year at Penn State University, University Park, USA. She has also been a Visiting Scientist with INRIA, France. She has published more than 80 research papers in reputed International journals in the area of Data Mining, Neural Networks, Feature Selection and Machine Learning.
She has been invited to deliver lectures at various universities in the U.S., viz. University of Pittsburgh, Penn State University, Eastern Illinois University, University of Hawaii, University of Texas at Dallas, University of Orleans, Virginia Tech and at the National University of Singapore, Bangor University, U.K. and Ecole de Mines Paris. She has been the Chairman in sessions on Data mining and Neural Networks at various international conferences held at USA., U.K., Canada, Singapore etc. She has been the Principal Investigator of many sponsored research projects funded by Defence Department of Bio Technology, MIT and Department of Science and Technology and chief consultant for consultancy research projects with stock market companies in the field of feature selection, Data Mining and Neural Networks.