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Profile of
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

Research Area

  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

Featured Publications

Courses Teaching

  • C
  • C++
  • Java
  • Bigdata Analytics
  • Data Mining
  • Deep Learning
  • Cyber Security

Education & Career of
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

Education

Ph. D

Subject :Computer Science 
Institution : Department of Computer Science, Sri Ramakrishna College of Arts and Science, Coimbatore 
Affiliated University :Bharathiar University 
Year of Award : 2022

M.Phil

Subject :    Computer Science 
Institution : Bharathiar University, Coimbatore
Affiliated University : Bharathiar University 
Year of Award :2011 

M.Sc

Subject :Computer Science
Institution : Maharani College of Arts and Science, Dharapuram
Affiliated University :Bharathiar University 
Year of Award : 2009

B.Sc

Subject : Computer Science 
Institution:  Maharani College of Arts and Science, Dharapuram
Affiliated University : Bharathiar University 
Year of Award : 2007

Career

Present

Institute Name: Kongunadu Arts and Science College
Designation :Professor
Department :Artificial Intelligence and Machine Learning
Period :1/1/2022 - Till Date

Past Experience

1. Institute Name : Vivekanandha college of Arts and Science for Women
Designation :Assistant Professor
Period : 2012 - 2014

2. Institute Name: Vivekanandha Institute of Engineering and Technology for Women
Designation :  Assistant Professor
Period : 2011 - 2012

 

 

Research Areas of
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

Title of the Research Area

M.Phil : Description of the Title : Hiding the sensitive information using association rules with genetic algorithm and ant colony optimization.

Ph.D  : Enhanced Deep Learning Algorithms for Spatio-Temporal Multivariate Vehicle Traffic Flow Prediction.

 

Publications of
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

2020-2022

1.Title of the Publication: An Effective Imputation Model for Vehicle Traffic Data Using Stacked Denoise Autoencoder
   Name of the authors:S.Narmadha, Dr.V.VijayaKumar
   Journal name:Advances in Intelligent Systems and Computing (Springer)
   Year:2020

2.Title of the Publication: Multivariate time serious traffic prediction using long short term memory network
   Name of the authors: S.Narmadha, Dr.V.VijayaKumar
   Journal name: International Journal of Scientific and Technology Research
   Year: 2020

3.Title of the Publication: Spatio-Temporal vehicle traffic flow prediction using multivariate CNN and LSTM model
   Name of the authors: S.Narmadha, Dr.V.VijayaKumar
   Journal name: Materials today Proceedings
   Year: 2022

2010-2019

1.Title of the Publication : An improved stacked denoise autoencoder with elu activation function for traffic data imputation
   Name of the authors: S.Narmadha, Dr.V.VijayaKumar
   Journal name: International Journal of Innovative Technology and Exploring Engineering (IJITEE)
   Year: 2019

2.Title of the Publication : A Study on Imputation Methods for Vehicle Traffic Data
   Name of the authors::S.Narmadha, Dr.V.VijayaKumar
   Journal name: International Journal of Recent Technology and Engineering (IJRTE)
   Year: 2019

3.Title of the Publication : A Novel Framework for Traffic Flow Prediction with Deep Learning Algorithms
   Name of the authors::S.Narmadha, Dr.V.VijayaKumar
   Journal name: International Journal of Engineering Research in Computer Science and Engineering
   Year: 2018

 4.Title of the Publication : A SURVEY ON BIG DATA BASED VEHICLE TRAFFIC FLOW PREDICTION USING DEEP LEARNING ALGORITHMS
   Name of the authors:S.Narmadha, Dr.V.VijayaKumar
   Journal name: International Journal of Advanced Research In Science and Engineering
   Year: 2017

5.Title of the Publication : A STANDARD FRAMEWORK AND MIGRATION PROCESS OF MOBILE AGENTS USING PREPROCESSING TECHNIQUES
   Name of the authors: S Narmadha, S Vijayarani
   Journal name: International Research Journal of Computer Science (IRJCS)
   Year: 2013

6.Title of the Publication : Protecting Sensitive Association Rules in Privacy Preserving Data Mining using Genetic Algorithms
   Name of the authors: S Narmadha, S Vijayarani
   Journal name: International Journal of Computer Applications
   Year: 2011

 

2020-2022

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International

1.Title of the Conference : International Conference on Intelligent Computing and Technology ICICT’17
   Name of the Author : S.Narmadha, Dr.V.Vijayakumar
   Year : 2017
   Institution: Sri Ramakrishna College of Arts and Science (Autonomous)

2.Title of the Conference : International Conference on Computational Vision and Bio Inspired Computing 
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   Year : S.Narmadha, Dr.V.Vijayakumar
   Institution: RVS Technical Campus

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Courses Handled by
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

Course Material

Course Teaching

  • C
  • C++
  • Java
  • Bigdata Analytics
  • Computer Networks
  • Cyber Security
  • Deep Learning
  • Artificial Intelligence

 

 

Projects Handled by
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

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Research Guidance of
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

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Institutional Responsibilities of
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

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Awards & Memberships of
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

Awards

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Visits/Collaborations/Others of
Dr.S.Narmadha

Dr.S.Narmadha
Assistant Professor
Research Area
  •   Data Mining
  •   Deep Learning
  •   Artificial Intelligence
  •   Bigdata Analytics

  

 

9942069935

ACADEMIC IDENTITY ScopusORCIDGoogle ScholarPublonsVidwan / IRINS

Visits

 

Collaborations

 

Others