Ministry of Education
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Sathyabama K

vidwan id: 393177
Female

Assistant Professor, Department of Information Technology
I F E T College of Engineering

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Expertise

  • Computer Science Theory and Methods

Publications

Total Articles 5
Books 0
Proceedings 0

Publications

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Scopus

Citations 27
h-index 2

CrossRef

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Citations 18
h-index 2
Google Scholar

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Professional Recognition

2007

Best Faculty Award

IFET College of Engineering

Community & Membership

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Bio

Machine learning, Deep Learning,

Personal Details

  • Female
  • Assistant Professor , I F E T College of Engineering
  • Villianur, Puducherry, India
M.Tech
Other Institute 2016
MBA
Anna University 2013
B.Tech
Other Institute 2005
Assistant Professor Jun 2023 – Present
I F E T College of Engineering | Department of Information Technology

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Co-Authors (1)

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Scholarly Work

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Scholarly Publications

An effective learning rate scheduler for stochastic gradient descent-based deep learning model in healthcare diagnosis system

Open Access
Article
International Journal of Electronic Healthcare. Year: 2022. Volume: 12 , Issue: 1 , Pages: 1-21 .
Authors: Sathyabama K.;Saruladha K.
DOI 10.1504/IJEH.2022.119583
1 2

Differential evolution based hyperparameters tuned deep learning models for disease diagnosis and classification

Open Access
Article
Year: 2020. Volume: 5 , Issue: 5 , Pages: 253-261 .
Authors: Kaliyapillai S.;Krishnamurthy S.
DOI 10.25046/AJ050531
2 3

Bidirectional and stacked LSTM for sleep disorders prediction

Open Access
Conference Paper
Year: 2019. Pages: 912-916 .
Authors: Anjana S.;Saruladha K.;Sathyabama K.
DOI 10.1109/ICCMC.2019.8819736
2 1

GRU based deep learning model for prognosis prediction of disease progression

Open Access
Conference Paper
Year: 2019. Pages: 840-844 .
Authors: Pavithra M.;Saruladha K.;Sathyabama K.
DOI 10.1109/ICCMC.2019.8819830
13 20

Design of LSTM-based RNN for prognosis prediction of high-risk diseases from patient diagnostic histories

Open Access
Conference Paper
Year: 2019. Volume: 104 , Pages: 315-323 .
Authors: Sathyabama K.;Saruladha K.;Hemalatha M.
DOI 10.1007/978-981-13-1921-1_32
1