Ministry of Education
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Prof M Sornam

vidwan id: 203290
Female

Professor, Department of Computer Science
University of Madras

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Expertise

  • Computer Science Software Engineering

Publications

Total Articles 21
Books 0
Proceedings 0

Publications

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Scopus

Citations 74
h-index 4

CrossRef

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Citations 1
h-index 1
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Bio

Artificial Neural Networks

Personal Details

  • Female
  • Professor , University of Madras
  • University of Madras, Chepauk
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Professor Jan 2001 – Present
University of Madras | Department of Computer Science

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Co-Authors (3)

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Scholarly Work

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Scholarly Publications

An improved third term backpropagation algorithm-inertia expanded chebyshev orthogonal polynomial

Open Access
Article
Journal of Intelligent and Fuzzy Systems. Year: 2019. Volume: 37 , Issue: 3 , Pages: 3795-3804 .
Authors: Sornam M.;Vanitha V.
DOI 10.3233/JIFS-190063

Systematic classification of historical handwritten tamil palm leaf manuscript using CART algorithm and RBF network

Open Access
Article
Year: 2019. Volume: 8 , Issue: 11 , Pages: 185-194 .
Authors: Poornima Devi M.;Sornam M.
DOI 10.35940/ijitee.K1278.0981119

Surface defect identification and grouping of intermittent leather images using linear discriminant model

Open Access
Article
Year: 2019. Volume: 8 , Issue: 12 , Pages: 2253-2259 .
Authors: Nithiyananthavasagam S.;Sornam M.
DOI 10.35940/ijitee.L2527.1081219
1

Enhanced Artificial Neural Network Models Using Principal Component Analysis for Plants multiclass classification

Open Access
Conference Paper
Year: 2018. Pages: 13-19 .
Authors: Sornam M.;Vanitha V.
DOI 10.1109/ICoAC44903.2018.8939105
1

Role of Data Mining Techniques in Building Smarter and Greener Environment - A Study

Open Access
Conference Paper
Year: 2018.
Authors: Sornam M.;Meharunnisa M.
DOI 10.1109/ICCCSP.2018.8452839

A Survey on Image Classification and Activity Recognition using Deep Convolutional Neural Network Architecture

Open Access
Conference Paper
Year: 2018. Pages: 121-126 .
Authors: Sornam M.;Muthusubash K.;Vanitha V.
DOI 10.1109/ICoAC.2017.8441512
23

A new linear adaptive swarm intelligence approach using back propagation neural network for dental caries classification

Open Access
Conference Paper
Year: 2018. Pages: 2698-2703 .
Authors: Sornam M.;Prabhakaran M.
DOI 10.1109/ICPCSI.2017.8392208
8

Deep convolutional neural network for handwritten tamil character recognition using principal component analysis

Open Access
Conference Paper
Year: 2018. Volume: 827 , Pages: 778-787 .
Authors: Sornam M.;Vishnu Priya C.
DOI 10.1007/978-981-10-8657-1_61
4