Ministry of Education
V. Vijaya Saradhi
VIDWAN ID: 128277

Prof V. Vijaya Saradhi

Male Doctor of Philosophy
Professor | Department of Computer Science and Engineering
Indian Institute of Technology, Guwahati
Assam
Expertise: Computer Science Information Systems
Scopus 23092262900
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40 Publications
0 Projects
321 Scopus Citations
295 CrossRef
16 Years 11 Months Total Experience
Publications
40 Total
Articles
18
Proceedings
22
Activity

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Scopus Scopus
321 Citations
7 h-index
CrossRef CrossRef
295 Citations
7 h-index
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Professional Recognition

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Personal Details

Doctor of Philosophy
N/A
Professor
Dec 2024 – Present
Indian Institute of Technology, Guwahati | Department of Computer Science and Engineering
Associate Professor
Oct 2009 – Dec 2024
Indian Institute of Technology, Guwahati | Department of Computer Science and Engineering
Engineering and Technology
Computer Science Information Systems

Related Profiles

Scholarly Work

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Incremental-Decremental Methods for Multi-view Discriminant Analysis

University Indian Institute of Technology Guwahati
Year 2022
Downloads 86

Estimation, Reconstruction, and Analysis of Internet Traffic Data using Decomposition Techniques

University Indian Institute of Technology Guwahati
Year 2021
Downloads 69

Modeling the Right to Information Query Log: Learning Latent Parameters to Identify Amendment Scopes in the RTI Act

University Indian Institute of Technology Guwahati
Year 2021
Downloads 44

Computational Modeling of Free-viewing Attention on Multimodal Webpages - A Machine Learning Approach

University Indian Institute of Technology Guwahati
Year 2020
Downloads 114

Quality analysis of correlation clustering

University Indian Institute of Technology Guwahati
Year 2015
Downloads 43
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Scholarly Publications

Bootstrapping for efficient handwritten digit recognition

Journal Article
Pattern Recognition. Year: 2001. Volume: 34 , Issue: 5 , Pages: 1047-1056 .
Authors: V.Vijaya Saradhi; M.Narasimha Murty
DOI 10.1016/S0031-3203(00)00043-1 Crossref Crossref: 15 Scopus Scopus: 21

Kernel-based online machine learning and support vector reduction

Conference Paper
Year: 2007. Pages: 343-348 .
Scopus Scopus: 2

A decomposition method for support vector clustering

Conference Paper
Year: 2005. Volume: 2005 , Pages: 268-271 .
Authors: V.V. Saradhi; H. Karnik; P. Mitra
DOI 10.1109/ICISIP.2005.1529460 Crossref Crossref: 1 Scopus Scopus: 2

On the stability and bias-variance analysis of sparse SVMs

Journal Article
Neurocomputing. Year: 2008. Volume: 72 , Issue: 1-3 , Pages: 659-663 .
Authors: V. Vijaya Saradhi; Harish Karnick
DOI 10.1016/j.neucom.2008.05.008

Employee churn prediction

Journal Article
Expert Systems with Applications. Year: 2011. Volume: 38 , Issue: 3 , Pages: 1999-2006 .
Authors: V. Vijaya Saradhi; Girish Keshav Palshikar
DOI 10.1016/j.eswa.2010.07.134 Crossref Crossref: 154 Scopus Scopus: 161

Role of correspondence analysis in network traffic flow analysis

Conference Paper
Year: 2014. Volume: 9-11-October-2014 .
Authors: Awnish Kumar; V. Vijaya Saradhi; T. Venkatesh
DOI 10.1145/2662117.2662128 Crossref Crossref: 3

Effective Parameter Tuning of SVMs Using Radius/Margin Bound Through Data Envelopment Analysis

Journal Article
Neural Processing Letters. Year: 2015. Volume: 41 , Issue: 1 , Pages: 125-138 .
Authors: V. Vijaya Saradhi; K. R. Girish
DOI 10.1007/s11063-014-9338-9 Crossref Crossref: 3 Scopus Scopus: 4

Right to information query modelling via graded response model

Conference Paper
Year: 2016. Volume: 1831 .
Showing 1 to 8 of 40 publications