Research
Research Interests
Machine Learning : Generalization, Outlier Detection & Medical Image Analysis.
Programming Languages & Software Engineering.
Multimedia & Social Networks.
Scientometrics & Edu. Data Mining.
Evolutionary Multiobjective Combinatorial Optimization & Nature Inspired Algorithms.
Research Overview
Founded Data to Knowledge (D2K) Lab in School of Computer & Systems Sciences, JNU. The D2K Lab produced several quality research papers for journals and conferences.
Published over 250 research articles in international journals and conf. proc. Worked as Reviewer.
Presented papers in lead international conf. in USA, UK, Germany, Canada, Japan, S. Korea, etc.
Delivered Invited/research talks in universities abroad, international conferences, FDPs, STCs, etc.
Program Chair, Publication Chair, Publicity Chair, etc. in several international conferences.
Supervised 19 doctoral and 80 master theses.
Worked on industrial-funded projects from Microsoft and National Semiconductors (NSC).
Awarded Test of Time award in ISEC 2022 for the paper presented in ISEC 2011.
h-index, on Google Scholar (from incomplete data), is 25, which is good in sub-fields of C.S.
Industry R & D Collaboration
Member, Board’s IT Strategy Group and I.T. Advisory Comm., Canara Bank (2022 - Present)
Core Design Engineer, National Semiconductors Team with members from Germany, Israel & U.S. for developing System S.W. tools,
simulators, compilers, etc. for their CR16X series of processors. In this work, Prof. Richard Brown, Univ. Michigan USA was another collaborator.
We made per week deliveries for their design engineers, which were regularly used by
many categories of stakeholders, from system designers to application users. (2001 – 2006)
NET/C# Project, Microsoft Inc. USA (2004 – 07).
Academia, R & D, and Industry Funded Research Projects
University Grants Commission
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Educational Data Mining
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2018 - 19
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INR 500K
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Min. Human Resource Dev., Government of India
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Virtual Lab – Programming & Data Structure Lab
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2010 – 12
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INR 1500K
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Min. Human Resource Dev., Government of India
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NPTEL Video Course Development – Compiler, Multimedia
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2010 – 13
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Microsoft Corp., USA
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Object Oriented (C#/.NET centric) Courseware Development
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2004 – 07
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USD 22K
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Min. Human Resource Dev., Government of India
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Multiobjective Evolutionary Algorithms for Combinatorial Optim.
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2002 – 07
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INR 1000K
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National Semiconductors Corp., Germany/USA
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Software Tools for Embedded Systems (co-PI)
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2003 – 06
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USD 100K
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National Semiconductors Corp., Germany/USA
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Software Tools for C.R. Processors (co-PI)
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2001 – 03
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USD 225K
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IIT Kharagpur
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Convergence of Multiobjective Optim.
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2001 – 03
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INR 100K
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