Name Dr.R.Devi Priya

Department Information Technology
Qualification BE.,ME.,PhD
Area of Specialization Data Warehousing and Data Mining, Optimization techniques
Date of Joining KEC 15-12-2008
Experience in (Years) Teaching: 7 Industry: 2 Others: --  
Number of Papers Published
National Journals: --
International Journals: 35
Number of Papers Presented
National Conferences: 13
International Conferences: 1


 Number of Books Published  3







Contact Details
Email: rdevipriya@kongu.ac.in
Mobile: 9842792282
Office: 04294-226570 Intercom: 272

Journals Published (National)
                    Nil
Journals Published (International)
  1. Devi Priya R., Sivaraj R., Sasipriyaa N., “Repopulated Bayesian Ant Colony Optimization for treating missing values in mixed-attribute large databases”, Knowledge-Based Systems, (In Press).
  2. Devi Priya R., Sivaraj R., “Imputation of Ignorable and Non-Ignorable Missing Values in Large Datasets Using ACO with Local Search”, Current bioinformatics, (In Press).
  3. Sivaraj R., Devi Priya R., “Adaptive Genetic Algorithm with Exploration-Exploitation Tradeoff for Preprocessing Microarray Datasets”, Current bioinformatics, (In Press).
  4. Sivaraj R., Devi Priya R., “Bayesian based Parallel Ant System for Missing Value Estimation in large databases”, International Journal of Bio-Inspired Computation, Vol. 9, No. 2, pp.114-120, 2017.
  5. Devi Priya R., Sivaraj R., “Dynamic genetic algorithm-based feature selection and incomplete value imputation for microarray classification”, Current Science, Vol. 112, No. 1, pp.126-131, 2016.
  6. Devi Priya R., Sivaraj R., “Preprocessing of Microarray gene expression data for classification by Adaptive Feature selection and imputation of non-ignorable missing values”, International Journal of Data Mining and Bioinformatics, Vol. 16, No. 3, pp.183-204, 2016.
  7. Mohan N., Sivaraj R., Devi Priya R., “A Comprehensive review of Bat Algorithm and its applications to various optimization problems”, Asian Journal of Research in Social Sciences and Humanities, Vol. 6, No. 11, pp.676-690, 2016.
  8. Devi Priya R., Kuppuswami S., Sivaraj R., “BAGEL- A non-ignorable missing value estimation method for mixed attribute datasets”, Sadhana , Vol. 41, No. 8, pp 825–836 , 2016.
  9. Devi Priya R., Sivaraj R., “Imputation of Discrete and Continuous Missing Values in Large Datasets Using Bayesian Based Ant Colony Optimization”, Arabian Journal for Science and Engineering, Vol.41, No. 12, pp 4981–4993, 2016.
  10.  Devi Priya R., “BAGEL - A Novel Hybrid Technique for Missing Value Estimation in Mixed Attribute Datasets”, AI Communications, Vol.29, No.2, pp.395-396, 2016.
  11.  Yazhini S P., Devi Priya R., “Support Vector Machine with Improved Particle Swarm Optimization Model for Intrusion Detection”, International Journal of Scientific & Engineering Research, Vol. 7, No 2,  pp.37-42, 2016.
  12. Yazhini S P., Devi Priya R.,Hybridized Support Vector Machine and Improved Particle Swarm Optimization Algorithms for Intrusion Detection”, Discovery: The International journal, Vol.52,No 241, pp.6-12, 2016.
  13. Devi Priya R., Kuppuswami, S., “A Novel Approach for Imputation of Missing Continuous attribute values in databases using Genetic Algorithm”, International Journal of Information  Technology and Management, Vol.14, No.2/3, pp.185-200, 2015.
  14. Devi Priya R., Kuppuswami, S.,R.Sivaraj., “Bayesian based inference of missing time series values using Genetic Algorithm”, International Journal of Hybrid Intelligent Systems, Vol.12, pp.77-87, 2015.
  15. Devi Priya R., Kuppuswami, S., “Drawing inferences from Clinical Studies with Missing Values using Genetic Algorithm”, International Journal of Bioinformatics Research and applications, Vol.10, No.6, pp.613-627, 2014.
  16. Anu Ragavi V., Devi Priya R., “Fuzzy Inferenceing for Coronary Artery Disease Screening”, International Journal of Computer Science Engineering and Technology, Vol.4, No.12, pp.388-391, 2015.
  17. Anu Ragavi V,Devi Priya R., “PSO based Fuzzy inferenceing for CAD diagnosis”, International Journal of Advanced Research trends in Engineering and Technology, Vol.2, No. 8, 2015.
  18. Devi Priya R.,Sivaraj R., “A Review of Missing Data Handling Methods”, International Journal On Engineering Technology and Sciences, Vol. 2, No. 2,pp58-68, 2015.
  19. Devi Priya R., R.Radhikaa., “Model based Clustering using Evolutionary Algorithm”, I-manager’s Journal on Information Technology, Vol.2, No.4, pp.16-20, 2014.
  20. Devi Priya R., R.Sivaraj., T.Ravichandran.,  "Solving Travelling Salesman Problem using Clustering Genetic Algorithm", International Journal on Computer Science and Engineering, Vol.4, No.7, pp.1310-1317, 2012.
  21. Devi Priya R., Sivaraj R., Ravichandran T., “Applying Gene Grouping Genetic Algorithm for Solving Travelling Salesman Problem”, International Journal of Computer Information Systems, Vol.3, No.2, pp.72-76, 2012.
  22. Gopal S B., Devi Priya R., “Secured Mobile Ad Hoc Networks By DYMO-T Routing Protoco”, International Journal of Information Technology and Engineering, Vol.3, No.1-2, pp.7-12, 2012.
  23. Devi Priya R., Kuppuswami S.,A Genetic Algorithm Based Approach for Imputing Missing Discrete Attribute values in Databases”, WSEAS Transactions on Information science and applications, Vol.9, No.6, pp.169-178, 2012.
  24.  Devi Priya R., Kuppuswami S., Makesh Kumar S., “A Genetic Algorithm Approach for Non-Ignorable Missing Data”. International Journal of Computer Applications, Volume 20, No.4, 37-41, 2011.

Paper Presented in National Conferences
  1.  Glioblastoma survival prediction using VGEN algorithm. National Conference on innovative research trends in computer science and technology, March 2017.
  2. Yazhini S P., Devi Priya R., Hybridized Support Vector Machine and Improved Particle Swarm Optimization algorithms for intrusion detection. National Conference on Advanced Computational Intelligence Techniques for Big data in Biomedicine and its Applications, Dec 2015.
  3. Devi Priya R., Data Segregation from Large Dataset Using Decision Tree. National Conference on Innovations in Computing & Communication, Feb 2015.
  4. Anu Ragavi V., Devi Priya R., PSO based Fuzzy inferenceing for CAD Diagnosis, National Conference on Communication Technology Interventions for Rural and Social Development, Feb 2015.
  5. Anu Ragavi V., Devi Priya R., Optimized Fuzzy inferenceing for Coronary Artery Disease screening using clinical parameters. DSTE sponsored National Conference on Intelligent Computing, Jan 2015.
  6. Devi Priya R., R.Radhikaa., Model Based Clustering Using Evolutionary Algorithms, Second National Conference On Advances In Computing And Technology, Feb 2014.
  7.  Devi Priya R., Ramesh M., Imputation of Missing values using Particle Swarm Optimization Algorithm, National Conference on Recent Advances in Computer Vision & Information Technology, Mar 2013.
  8. Devi Priya R., Janani M., Imputation of missing attribute values in datasets using Ant Colony Optimization, DRDO Sponsored Fourth National Conference on Innovations in Information Technology, Feb 2013.
  9. Devi Priya R., Ramesh M., Missing data Imputation using Particle Swarm Optimization Algorithm, National Conference on Emerging trends in Computer Applications for “Modernization in IT”, Feb 2013.
  10. Gopal S B., Devi Priya R., Information Security on Mobile Adhoc Networks by dynamic MANET On-Demand Routing Protocol, National Conference on Information Technology, Mar 2012.
  11. Gopal S B., Devi Priya R., Secured MANET by Trust Based DYMO routing Protocol, National Conference on Computer Applications, Feb 2012.
Paper Presented in International Conferences
  1. Devi Priya R. Identification of critical factors affecting team performance in organization using genetic algorithms. IEEE International Conference on science, technology, engineering and Management, March 2017.
  2.  Devi Priya R., An Efficient Approach For Clustering High Dimensional Data Using Hub Points, International Conference On Global   Innovations In Computing Technology, Mar 2  016.
  3.  Devi Priya R , Sivaraj R., Enhanced transaction data set filtering model using R-tree with CTMSP algorithm. International Conference on Electrical, Electronics & Computer Engineering, March 2016.
  4. Yazhini S P., Devi Priya R., Support Vector machine with Improved Particle Swarm Optimization model for Intrusion Detection, International Conference on Modern Engineering, Science and Technology, Feb 2016.
  5.  Devi Priya R., Sivaraj R., Nandhini S., Hybrid decision tree for text classification, International Conference on Advanced Computing, Control systems, machines and Embedded Technology, Mar 2015.
Books Published
  1. R.Devi Priya, R.Manjula Devi, C.Poongodi. System Software, Charulatha Publications, Chennai, 2010.
  2. R.Devi Priya, R.Manjula Devi, P.Suresh. Java Programming, Charulatha Publications, Chennai, 2010.
  3. R.Devi Priya, R.Manjula Devi, P.Suresh. Design and Analysis of Algorithms, Charulatha Publications, Chennai, 2010.


Seminars/Workshops Organized

  1. Research Issues and Tools in Grid Computing
  2. Recent trends and Research issues in Opinion Mining
  3. Soft Computing Techniques using MATLAB- A Practical Approach
  4. Applications of Soft Computing Techniques using MATLAB
  5. The Art of Engineering Research
  6. Optimization techniques and its practical applications using MATLAB
  7. KEEL – Data Mining Tool
  8. Internet of things

Invited Talks

  

SNo

Event

Title

Name of the event

Venue

Date

1

Seminar

Knowledge Inference

Recent trends in Artificial Intelligence

Muthayammal Engineering College

20.03.17

2

Workshop

Introduction to Big Data  & SPARK

Big Data Analytic using SPARK

Kongu Engineering College

18.03.17

3

Workshop

Resilient Distributed Dataset (RDD) and RDD Map/Reduce

Big Data Analytic using SPARK

Kongu Engineering College

18.03.17

4

Workshop

RDD examples in Python / Scala

Spark streaming

Big Data Analytic using SPARK

Kongu Engineering College

18.03.17

5

Workshop

Java Programming - Basics

Java Programming

Department of ECE & IETE Cell / KEC

 

6

Workshop

GA, PSO & ACO using MATLAB

Soft computing techniques using MATLAB

Department of CSE & IIP Cell / KEC

17.09.16

7

Workshop

Internet of Things

IEEE Workshop

IEEE Student Chapter, KEC

18.03. 16

8

Hands on Training

KEEL- data mining tool

KEEL- data mining tool

Department of CSE / Angel college of Engineering and technology

27.02.16

9

Workshop

Optimization techniques for Data Mining

Hand on training on Optimization techniques for engineering  applications

Department of EEE/ KEC

30.01.16

10

Workshop

Introduction to data mining and challenges in data mining

An insight of MongoDB

Department of IT/ KEC

23.01.16

11

Workshop

KEEL- data mining tool

KEEL - data mining tool

Department of IT/ KEC

09.01.16

12

Seminar

Genetic Algorithms- Introduction to Implementation

Soft Computing Techniques (UGC funded )

Vellalar College for Women

18.12.15

13

Workshop

Particle Swarm Optimization using MATLAB

Soft Computing Techniques using MATLAB

Department of CSE & IIP Cell / KEC

21.07.15

14

Workshop

Genetic Algorithms and Ant Colony Optimization algorithms using MATLAB

Soft Computing Techniques using MATLAB

Department of CSE & IIP Cell / KEC

20.07.15

15

Workshop

Internet of Things

Student Chapter (IEEE funded )

KEC

24.02.15

16

Workshop

Evolutionary  Computational Techniques

Applications of computational intelligence techniques using MATLAB (Owler funded)

Department of CSE/ Velalar College of Engineering and Technology

04.12.14

17

Workshop

Machine Learning using MATLAB

Wireless Sensor Networks: Research Tools and its Applications

Department of IT & TBI / KEC

20.09.14

 

18

Workshop

Ant Colony Optimization and Particle Swarm Optimization using MATLAB

Soft Computing Techniques using MATLAB

Department of CSE/ KEC

13.09.14

 

19

Workshop

Genetic Algorithms using MATLAB

Soft Computing Techniques using MATLAB

Department of CSE/ KEC

12.09.14

 

20

Workshop

·     Open Issues and Challenges in Optimization Techniques

·     Particle Swarm Optimization using MATLAB

·     Ant Colony Optimization using MATLAB

·     Genetic Algorithms using MATLAB

Optimization Techniques and its Practical Applications using MATLAB

Department of IT/ KEC

01.09.14

& 02.09.14

21

FDP

Programming and Data Structures - II

Faculty development programme (Anna university funded )

Dept of CSE/ Surya Engineering College, Erode

16.06.14

22

Workshop

·     Open issues and Challenges in Soft Computing Techniques

·     Evolutionary Algorithms

Applications of Soft Computing Techniques using MATLAB

Department of IT/ KEC

02.09.13&

03.09.13

23

Workshop

·     Evolutionary Algorithms

·     Open Issues and Challenges in Soft Computing Techniques

Soft Computing Techniques using MATLAB- A Practical Approach

Department of IT/ KEC

26.08.13

24

Seminar

Machine Learning Approaches- Supervised Learning

Recent Trends and Research issues in Opinion Mining

Department of IT/ KEC

25.01.13

Funded Research Projects
S.No Title of the Project Name of the Funding Agency
1

Consultancy Projects
S.No Title of the Project Name of the Company
1

Funded Programmes Organized (Seminar/Conference/Workshop/FDP/STTP/Other)
S.No Title of the Programme Name of the Funding Agency
1