S. Balasundaram
Professor
School of Computer & Systems Sciences
Jawaharlal Nehru University
India
Biography
2001- present: Professor, SC&SS, JNU. 2003-2005: Visiting faculty, Eastern Mediterranean University, North Cyprus. 1991-2000: Associate Professor, SC&SS, JNU. 1986-1990: Assistant Professor, SC&SS, JNU. 1983-1985: Post doctoral research fellow, Institut de Researche en Informatique et Automatique (INRIA), Rocquencourt, France. 2005-2007: Dean, SC&SS, JNU.
Research Interest
Support vector machine and Extreme learning machine methods, Fuzzy regression, Applied optimization.
Publications
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[3] Balasundaram S and Kapil (2010). On Lagrangian support vector regression, Expert Systems with Applications, Elsevier, 37, 8784-8792
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[2] Balasundaram S and Rampal Singh (2010). On finite Newton method for support vector regression, Neural Computing & Applications, Springer, 19(7), 967-977
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[1] Balasundaram S, Deepak Gupta and Kapil (2014). Lagrangian support vector regression via unconstrained convex minimization, Neural Networks, Elsevier, 51, 67-79
