Dr. Anuradha Purohit

  • Designation: Professor
  • Employee ID: 9005
  • Qualification:  Ph.D.
  • : 0731-2582465
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  • : Detailed Profile
About Faculty: Dr. Anuradha Purohit is working as Professor in the Department of Computer Engineering. She is Incharge of Institute Website and has successfully carried out various responsibilities in Examination, Academics and on Department Level. Her area of research includes Soft Computing, Machine Learning, Theory of Computation and Software Engineering.
Education and Qualification:

S. No.

Degree

Specialization

Year

University/Board

1.

Ph.D.

Computer Engineering

2016

RGPV, Bhopal

2.

M.E.

Computer Engineering

2008

RGPV, Bhopal

3.

B.E.

Computer Engineering

2000

Vikram University, Ujjain

4.

HSC

Science Mathematics

1995

M.P. Board

5.

High School

All Subjects

1993

M.P. Board

Work Experience:

S.

No.

Designation

Department

Employer Name

Duration of Employment

From

To

1.

Professor

Computer Engineering

S.G.S.I.T.S. Indore

27/03/2020

Till Date

2. Associate Professor Computer Engineering S.G.S.I.T.S. Indore 27/03/2017 26/03/2020

3.

Assistant Professor (Selection Grade)

Computer Technology and Applications

S.G.S.I.T.S. Indore

27/03/2014

26/03/2017

4.

Assistant Professor

(Senior Scale)

Computer Technology and Applications

S.G.S.I.T.S. Indore

27/03/2009

26/03/2014

5.

Assistant Professor

Computer Technology and Applications

S.G.S.I.T.S. Indore

01/01/2006

26/03/2009

6.

 Lecturer

Computer Technology and Applications

S.G.S.I.T.S. Indore

27/03/2004

31/12/2005

7.

Lecturer (Contract)

Computer Engineering

S.G.S.I.T.S. Indore

03/08/2000

31/12/2003

Research Details:
 
  • Dr. Anuradha Purohit is doing research in the field of Soft Computing, Machine Learning and Software Engineering.
  • Guided various research based projects to BE, ME and MCA students.
  • Actively involved in doing research since 2007.
  • Completed PhD in Computer Engineering and published various research papers in the renowed journals and conferences.
  • Developed software for designing duty chart for exams for examination section.
PhD Supervision:

S. No.

Name of Student

Research Area

Year of Joining

Year of Completion

 1. Ms. Shraddha Kumar Deep Learning   2019   Pursuing
 2. Ms. Shubhangi Pandey Extreme Learning Machine  2020  Pursuing
Publications:

(i)    International Journal

S.No

Title of Research Paper

Name of Journal and Year/Issue No.

Publication as main author or co-author

1

Rumor Detection System for Twitter (a micro-blogging site)

International Journal of Recent Technology and Engineering (IJRTE), Vol. 8, Issue-4, November 2019, ISSN: 2277-3878, (SCOPUS Indexed – UGC-Care Journal)

Co-author

2

Facial Expression Recognition using Ensemble Learning Technique

International Journal of Recent Technology and Engineering (IJRTE), Vol. 8, Issue-4, November 2019, ISSN: 2277-3878, (SCOPUS Indexed – UGC-Care Journal)

Co-author

3

Image Feature Selection using Ant Colony Optimization

International Journal of Innovative Technology and Exploring Engineering (IJITEE), Vol. 9, Issue 1, November 2019, ISSN: 2278-3075, (SCOPUS Indexed – UGC-Care Journal)

Co-author

4

Feature Subset Selection Using Agglomerative Clustering

International Journal of Research in Electronics and Computer Engineering (IJRECE), Vol.6, Issue 2, April-June 2018, ISSN: 2348-2281(Online), pp. 726-729 (UGC Approved Journal)

Co-author

5

RGAP: A Rough Set, Genetic Algorithm and Particle Swarm Optimization based Feature Selection Approach

International Journal of Computer Applications, Volume 161, No. 6, March 2017, ISSN 0975-8887, pp. 1-5

Co-author

6

Feature Selection using Modified Particle Swarm Optimization

International Journal of Computer Applications, Volume 161, No. 7, March 2017, ISSN: 0975-8887, pp. 8-12

Co-author

7

A Survey on Methods for Solving Data Imbalance Problem for Classification

International Journal of Computer Applications, Volume 127 – No.15, October 2015, ISSN: 0975-8887,    pp. 37-41

Co-author

8

Text Classification in Data Mining

International Journal of Scientific and Research Publications, Volume 5, Issue 6, June 2015, ISSN: 2250-3153, pp. 1-6

Main-Author

9

Code Bloat Problem in Genetic Programming

International Journal of Scientific and Research Publications (IJSRP), Volume 3, Issue 4, 2013, ISSN: 2250-3153, pp.1-5

Main-Author

10

A New Mutation Operator in Genetic Programming

ICTACT Journal on Soft Computing            (IJSC), 2013, Volume 3, Issue 2, ISSN: 2229- 6956 (Online), pp.467-471

Main-Author

11

Genetic Algorithm for Classification in Data Mining

International Journal of Computer Science and its Applications, 2011, ISSN 2250 – 3765, pp.77-81

Main-Author

12

Genetic Algorithm for Classification of Web Documents

International Journal of Computer Science and its Applications, 2011, ISSN 2250 – 3765,     pp.430-433

Main-Author

13

Multiclass Classifier with Feature Selection using Genetic Programming

International Journal on Computer Engineering and Information Technology (IJCEIT), ISSN 0974-2034, Vol. 08, No 13. Jan.-Feb. 2010, pp. 26-30

Main-Author

14

Genetic Programming for Classification

International Journal of Computer and Electronics Engineering (IJCEE), Vol. 1, Jan-June 2009, ISSN: 0975-4202, pp.69-76

Main-Author




(II) International Conference

     
S. No.     

Title of Paper

Name of Conference

Place/Date

Organizing Society/  Institute

1

Text Summarization for Information of Famous Indian Historical Monuments

10th International Conference onSoft Computing for Problem Solving - SocProS 2020

18-20 Dec. 2020,Online

IIT Indore &

Soft Computing Research Society

2

An Approach for Document Clustering using PSO and K-means

International Conference on Inventive Systems and Control (ICISC 2018)

19-20 Jan 2018, Coimbatore, India, pp. 1380-1384

JCT College of Engg. & Tech.

3

Handling The Problem of Code Bloating to Enhance the Performance of Classifier Designed using Genetic Programming

5th Indian International Conference on Artificial Intelligence (IICAI-11)

14-16 December 2011, Tumkur, Bangalore,          pp. 333-342

Siddaganga Institute of Technology (SIT), Tumkur, India

4

Removing Code Bloating in Crossover Operation in Genetic Programming

International Conference on Recent Trends in Information Technology (ICRTIT-11)

June 03-05 2011, pp. 77

IEEE

5

Genetic Algorithm for Classification in Data Mining

International Conference on Advanced Computing, Communication and Networks’11

2-3 June, Chandigarh,        pp. 197-201

Universal Association of Computer & Electronics Engineers

6

Genetic Algorithm for Classification of Web Documents

International Conference on Advanced Computing, Communication and Networks’11

2-3 June 2011, Chandigarh,        pp. 1298-1301

Universal Association of Computer & Electronics Engineers

7

Genetic Algorithm for Instance Selection in Data Minning

International Conference on Emerging Trends in Engineering (ICETE-11)

May 4th & 5th 2011, Nitte- Karnataka, pp. 38-41

NMAM Institute of Technology

8

Construction of Classifier with Feature Selection Based on Genetic Programming

IEEE Congress on Evolutionary Computation

July 18-23 2010, Barcelona, Spain, pp.1-5

IEEE

9

Multiclass Classifier with Feature Selection using Genetic Programming

Recent Trends in Soft Computing & Information Technology, RTSCIT-09

Jan 09-10, 2010, Bhopal,               pp. 335-339

RGPV, Bhopal

10

Improved Genetic Programming Based Multiclass Classifier Using a New Crossover Operator

4th Indian International Conference on Artificial Intelligence

16-18 December 2009, Tumkur, pp. 924-932

Siddaganga Institute of Technology (SIT), Tumkur, India

11

A multiclass classifier using Genetic Programming

10th International Conference on Control, Automation, Robotics and Vision

17-20 Dec. 2008, Singapore, pp.1884-1887

NTU Singapore

(ii)     National Conference

S.No.

Title

Name of Conference

Place/Date

Organizing Society/  Institute

1

A Survey on Feature Selection Using Rough Set Theory

National Conference on Advances in Computer Science and Technology (ACST-2015)

Indore, October 2015

SVCE, Indore

2

Introduction to Particle Swarm Optimization

National Conference on Advances in Computer Science and Technology (ACST-2015)

Indore, October 2015

SVCE, Indore

3

Genetic Algorithm: A Guided Random Search and Optimization Algorithm

National Conference on Emerging Trends in Information Technology (NCETIT-2011)

February 24th -25th   2011, IPS Indore, pp.4

IPS Indore

4

Genetic Algorithm: The Algorithm and its Applications

NSC-2011 by CSI on IT- Contemporary & Future Technologies for Social Change

11th -12th  March 2011, ITM Gwalior

CSI

5

Genetic Algorithm for Classification in Data Mining

National Conference on Emerging Trends in Computing and Communication (ETCC) 2010

MITM Indore, pp.84-87

MITM Indore

6

Solving Map Color Problem Using Genetic Algorithm

National Conference on Advances in Computer Applications (NCACA-09)

7th  & 8th  May 2009

ITM Gwalior

7

Construction of a Two Class Classifier Using Genetic Programming

National Conference on Emerging Trends in Information Technology

18th-20th  Dec.2007, pp.204-207

SGSITS Indore

Other Details:

Conference/Seminar/Winter Summer Schools/Training Organized

S.No.

Title of Course

Organizing Institute

Duration Period of Course

Capacity in which involved

1.

Workshop on “Fundamentals of a True IT Professional”

SGSITS

One day

Coordinator

2.

Workshop on “Unfolding the Secrets of Campus Recruitment”

SGSITS

One day

Coordinator

3.

Seminar on IT Security and Ethical Hacking

SGSITS

One day

Coordinator

4.

Expert Lecture by Dr. Kanak Saxena for MCA Students

SGSITS

One Day

Coordinator

5.

Expert Lecture by Dr. Nirmal Dagdee for MCA and Computer Engg. Students

SGSITS

One Day

Coordinator

6.

Workshop on Python

SGSITS

Two Days

Coordinator

7.

Industrial Visit in Software Company

YPSilon IT Company

One Day

Organizer

8.

Training Program on Recent Research and Innovation in IT

TCS

One Day

Coordinator

9.

C-Programming workshop

SGSITS

One Day

Coordinator

10.

Computer Networking workshop

SGSITS

One Day

Coordinator

11.

National conference on “Emerging Trends in Information Technology”

SGSITS

18th -20th Dec. 2007

Member, Organizing Committee

12.

Webinar on Outcome Based Education

SGSITS (Online)

27 June 2020

Coordinator

13.

Workshop on Outcome Based Education and Accreditation

SGSITS

3-4 May

Coordinator



Invited Lectures/Expert Talks/Chairmanships at Conferences

S.No.

Title of Lecture/Academic Session

Title of the Conference/ Seminar etc.

Organized by

Whether international/ national

1.

Delivered expert talk on “Genetic Algorithm”, during two days workshop on 4-5 February 2011.

Soft Computing

Sushila Devi Bansal College of Technology, Indore

National

2.

Delivered expert talk on “Genetic Algorithm for Search and Optimization”, at one day seminar on 31st March, 2012.

Soft Computing

Chameli Devi School of Engineering, Indore

National

3.

Delivered expert Talk on Genetic Programming on 30th June

In-House FDP

Electronics & Telecommunication Deptt.

College Level

4.

Session Chair at International Congress on Innovations in Science, Technology & Management on 7th Feb.-2018

Sanmantrana-2018

Vaishnav Vidyapeeth

International

5.

Delivered Expert talk on “Rough Set in Machine Learning” on 25th October-2018

FDP on Machine Intelligence and Applications

Chameli Devi School of Engineering, Indore

RGPV & TEQIP-III FDP