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Profile of
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

Research Area

Bio Inspired Algorithms, Data Mining , AI

Featured Publications

1. Enhanced ant clustering algorithm (EACA) for distributed databases

Publisher IEEE (2013)

2. A Hybrid Ant–Fuzzy Approach for Data Clustering in a Distributed Environment

   EAI/Springer Innovations in Communications and Computing Book Series

3. Distributed Data Clustering using Ant-Fuzzy with Vector Quantization

   International Journal  of Adv Research in Dynamical & Control Systems ( SCOPUS indexed)  I
 

   International Journal of Computational Information Systems, Vol – 15 Pg. 61-64 Jan. 2019 1553-9105

5.  A Brief Survey On Ant Based Clustering for Distributed Databases

    International Journal of Computer Sciences & Engineering, Vol.-6, Issue-9, Sept. 2018

6. Enhanced Cat Clustering Approach

    International Journal of Advanced Research in Computer Science and Software Engineering

7. Impact of Bio-inspired metaheuristics in the data clustering problem
      Computer Applications Technology and Research , Vol 3, Issue 2  Jan 2013
 

9.  Comparative Study on Bio-inspired Approach For Soil Classification

     International Journal of Computer Applications ISBN 0975-8887,  Jan’12 Volume 38,  No.4

 

       Progress in Nonlinear Dynamics and Chaos  (2013)

10. Comparative study on bio-inspired approach for soil classification 

11. A Hybrid Approach for Software Project Scheduling IJCA

12. An Enhanced Incremental Leader Ant Clustering with Constraints IJCA

13. Impact of Bio-inspired metaheuristics in the data clustering problem IJCATR

14. A Relative Comparison between BAP and JSSP using Two Heuristics AFSA and ACO

International Journal of Science and Research (IJSR),

15. Health Care Monitoring System Using PSO CiiT

16. Recent Trends in Online Social Networks JMS

17. PERFORMANCE ANALYSIS OF IMAGE COMPRESSION USING SPIHT AND MBTC

Shodha Prabha; ISSN 0974-8946 Volume-47, Issue-1, No.19 : 2022 UGC Care Approved, Group I, 

18. Tomato Leaf Disease Detection using Deep Learning with the Assistance of a BOT - APRIL 2024.

UGC CARE Listed Journals, ISSN No : 0970-0609

19. Heart Disease Prediction using Machine Learning Techniques - APRIL 2024.

UGC CARE Listed Journals, ISSN No : 0970-0609

20. Multiple route selection for avoiding single point failure in Flying Adhoc Network(FANET) , International journal of Computer Networks and Applications , Vol 11 Issue 3, June 2024.   

Courses Teaching

  • Operating Systems
  • Software Engineering
  • Software Testing
  • Computer Networks
  • Soft Computing
  • Embedded Systems
  • Data Structures
  • Computer Graphics
  • Multimedia and Its Applications
  • System Software
  • Management Information System
  • Internet
  • Visual Basic
  • Data Mining and Warehousing 

 

 

Education & Career of
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

Education

Ph. D.
Subject :  Computer Science
Institution : 
Affiliated University : Bharathiar University
Year of Award : 2019

M.Phil
Subject : Computer Science
Institution :
Affiliated University : Mother Teresa Women's University
Year of Award : 2004

M.C.A
Subject : Computer Applications
Institution :
Affiliated University : Madras University
Year of Award : 1994

B.Sc
Subject : Computer Science
Institution: Alamelu Angappan College for Women
Affiliated University : Madras
Year of Award : 1991

Career

Present

Institute Name:  Kongunadu Arts and Science College
Designation : Associate Professor & Head
Period : 2022

Past Experience

Institute Name: Kongunadu Arts and Science College, Coimbatore.
Designation :  Associate Professor
Period : 2013-2021

Institute Name:  Vellalar College for Women, Erode.
Designation : Associate Professor  & Head
Period : 2005 - 2013

Institute Name: Maharaja College for Women, Perundurai.
Designation : Assistant Professor & Head
Period :1994-2005

 

Research Areas of
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

Data Mining

Cluster with Bio-Inspired Approach

 

Publications of
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

2020-2022

3.Title of the Publication : 

i. Hybrid Ant-Fuzzy Approach for Data Clustering (AFC) in Distributed Environment

    Name of the authors: Dr. K. Sumangala, Dr. S. Sathappan

   II Chapter in  EAI/Springer Innovations in Communications and Computing Book Series

    Year:2020

ii.  PERFORMANCE ANALYSIS OF IMAGE COMPRESSION USING SPIHT AND MBTC
     UGC Care Approved, Group I, Peer Reviewed and Referred Journal

      Name of the authors: Dr. K. Sumangala
      Journal name:Shodha Prabha
      Year:2022

2010-2019

1. Title of the Publication: Distributed Data Clustering Using Ant-Fuzzy With Vector Quantization

    Name of the authors: K. Sumangala, Dr. S. Sathappan

    Journal name:Jour of Adv Research in Dynamical & Control Systems

    Year : 2019

2.Title of the Publication : SMART SYSTEM FOR INDOOR PLANT CARE
   Name of the authors: K. Sumangala, P.K. Saranya
   Journal name: Journal of Computational Information Systems

   Year : 2019

3. Title of the Publication : A Brief Survey On Ant Based Clustering for Distributed Databases
   Name of the authors: K. Sumangala,N. Divya
   Journal name: International Journal of Computer Sciences & Engineering

   Year : 2018

4. Title of the Publication : Impact of Bio-inspired metaheuristics in the data clustering problem
   Name of the authors: K. Sumangala, K. Papitha
   Journal name: Computer Applications Technology and Research

   Year : 2013

5. Title of the Publication : ABC optimization: A co-operative learning approach to complex routing problems
   Name of the authors: K. Sumangala, P.K. Saranya
   Journal name: Progress in Nonlinear Dynamics and Chaos

   Year : 2013

6. Title of the Publication :An Enhanced Incremental Leader Ant Clustering with Constraints.

   Name of the authors: K. Sumangala, P.K. Saranya
   Journal name: IJCA

   Year : 2012

7. Title of the Publication : Comparative Study on Bio-inspired Approach For Soil Classification
   Name of the authors: K. Sumangala, G. Nithya
   Journal name: International Journal of Computer Applications

    Year : 2012



 

   Year : 2011

 

 

2020-2022

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2010-2019

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International

1. Name of the patent : 

Artificial Intelligence Integrated Human Paradigm Through Organizational Agility And Sustainable Performan

Application/Granted Number : 37/2022

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National

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International

1.Title of the Conference :ICMLDA 2020 - Enhanced Fuzzy-Cat Clustering Approach (EFCCA) of  Distributed  Data Clustering

   Name of the Author :  Dr. K. Sumangala & Dr. S. Sathappan
   Year : 2020
   Institution: Sri Venkateswara University, Tirupati, Chittoor District, Andhra Pradesh, India

2.Title of the Conference : National seminar on Artificial Intelligence (ai) Innovations for Advanced Biological science and Research
   Name of the Author : Dr. K. Sumangala
   Year : 2024
   Institution:Dr. NGP Arts and Science College,

National

1.Title of the Conference :   

      Role of Artificial Intelligence in Agriculture Processes
   Name of the Author : Dr. K. Sumangala
   Year : 2022
   Institution:  Dr. NGP Arts & Science College, Cbe.

 

Books Edited Year Wise

.1.Title of the Books : Cloud Computing Principles
    Author : Mrs. M. Viveka and Dr. K. Sumangala
    Name of the Publisher : Multi Spectrum Publications
    ISBN : 978-81-19419-41-8
    Year : 2023

2.Title of the Books : Machine Learning in IoT
    Author : E. Lalitha , Mrs. K. Manjupriya , Dr. D. Chandravathi  and  Dr. K. Sumangala
    Name of the Publisher : Leilani Katie Publication and Press
    ISBN : 978-93-6348-656-0
    Year : 2024

 

 

 

 

Chapter Edited Year Wise

.1.Title of the Chapter : A Hybrid Ant–Fuzzy Approach for Data Clustering in a Distributed Environment

                                        EAI/Springer Innovations in Communications and Computing Book Series

   Author : Dr. K. Sumangala 
   Name of the Publisher : Springer
   Year : 2020

 

1. Name of the Authors :  
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Courses Handled by
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

Course Teaching
  • Operating Systems
  • Software Engineering
  • Software Testing
  • Computer Networks
  • Soft Computing
  • Embedded Systems
  • Digital Fundamental Architectures
  • Multimedia and Its Applications
  • PC Hardware
  • Microprocessor
  • Data Mining and Warehousing
  • Management Information System
  • Data Structures
  • Management and Communication Systems
  • System Software and Complier Design
  • Programming Languages
Course Material

 

 

Projects Handled by
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

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Research Guidance of
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

Ongoing

1.Name of the Candidate :Mrs. SHALEENA H
  Title of the Thesis :FANET
  Date of Submission : 
  Date of Award :

2.Name of the Candidate :Mrs. R. HARIPRIYA
  Title of the Thesis : IVF-Prediction using ML&DL
  Date of Submission : 
  Date of Award :

 

Completed

1.Name of the Candidate : Dr. TINTU GEORGE
  Title of the Thesis : A Data-Driven Approach for Diabetes and Heart Disease Prediction: A Focus on Machine Learning and Deep Learning Techniques
  Date of Submission :JULY 2024 
  Date of Award :28.10.2024

 

Ongoing

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Completed

1.Name of the Candidate : Viveka
  Title of the Dissertation :
  Date of Award : March 2021

2.Name of the Candidate : Divya
  Title of the Dissertation :
  Date of Award : Feb'2021

 

 

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Institutional Responsibilities of
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

Administrative (KASC)

1.Name of the Responsibility :Head
  Period : 2022 -
  Designation : Head
  Nature of the Responsibility : Co-ordinating Staff members and students

 

Administrative (Other)

1.Name of the Responsibility : AQAR member
  Period : 2022-
  Designation : member
  Nature of the Responsibility : Preparation of Teaching-Learning Document for IQAC

 

Awards & Memberships of
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

Awards

Academic awards

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Membership

Membership in Professional Bodies

1.Organization : EAI 
   Type of Membership : Life Member
   Period:2018 -

 

Visits/Collaborations/Others of
Dr. K. Sumangala

Dr. K. Sumangala
Associate Professor & Head
Research Area

Bio Inspired Algorithms, Data Mining , AI

9487642029

ACADEMIC IDENTITY Scopus  ORCID  Google Scholar  Publons  Vidwan / IRINS

 

 

Visits

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Collaborations

 

Others