A Theory-Driven Approach to Predict
Frustration in an ITS, Ramkumar Rajendran, Sridhar Iyer, Sahana Murthy,
Campbell Wilson, and Judithe Sheard, IEEE Transactions on Learning
Technologies, Accepted, In Press.
International Conferences
Literature Driven Method for Modeling
Frustration in an ITS, Ramkumar Rajendran, Sridhar Iyer, and Sahana
Murthy, ICALT, 2012, Rome, Italy.
Automatic identification of affective states
using student log data in ITS , Ramkumar Rajendran, Doctrol Consotorium in AIED, 2011, Auckland, New Zealand.
Symposium
Enriching the student model in Intelligent Tutoring System, Ramkumar Rajendran, Doctoral Symposium
in Melbourne Computing Education Conventicle, Nov 2011, Swinburne Hawthorn Campus, Melbourne, Australia.
Poster Presentation at IITB-Monash Research Academy Symposium 2011, Mumbai, India
Publications in Master of
Engineering:
International Journals
Support Vector Machine Based Automatic
Classification of Human Brain using MR Image Feature. Henry Selvaraj,
Thamarai Selvi, D Selvathi, and R Ramkumar, International Journal of
Computational Intelligence and Applications, Vol 6(3), Pages 357-370,
2006.
Least squares support vector machine based
classification of abnormalities in brain MR images, ST Selvi, D
Selvathi, H Selvaraj, and R Ramkumar, Journal of Systems Science -
Wroclaw, Vol 32(1), Pages 89-103, 2006.