In Brief
Dr.R.Nadarajan is the Head of the Department of Applied Mathematics and Computational Sciences. He has 35 years of teaching experience and he has guided more than 26 P.hDs and currently he is supervising more than 4 research scholars in the fields of Computer Science and also he guided over 14 M.Phil in Computer Science and more than 400 MCA and M.Sc (SE) Projects. He is the architect of the Five year integrated M.Sc (Software Engineering),Five year integrated M.Sc (Theoretical Computer Science) course and Five year integrated M.Sc (Data Science). He is member of ACM, ISTE, Computer Society of India and OR Society of India. He has visited USA, UK and France on academic grounds. Currently he is the Divisional Chair Person, Computer Society of India.
Subject Expertise
Object Oriented Programming
Object Oriented Analysis and Design
Stochastic Process
Research Area
Data Mining
Queuing Theory
Software Architecture
E Learning
Stochastic Models
Professional Experience:
Academic
Lecturer, PSG COLLEGE OF TECHNOLOGY, Coimbatore, during ( 30/06/1982 - 20/06/1985 ) Assistant Professor, PSG COLLEGE OF TECHNOLOGY, Coimbatore, during ( 21/06/1985 - 05/07/1992 ) Professor, PSG COLLEGE OF TECHNOLOGY, Coimbatore, during ( 06/07/1992 - 31/05/1997 ) Professor and Head, PSG COLLEGE OF TECHNOLOGY, Coimbatore, during ( 01/06/1997 - Till Date ) Professor and Head, PSG College of Technology, Coimbatore, during ( 01/06/2012 - Till Date )
International & National Journals
S.No. |
Journal |
Paper Title |
Year |
Role |
Volume |
1 |
JOURNAL OF MOLECULAR STRUCTURE |
Eigenvector centrality based algorithm for finding a maximal common connected vertex induced molecular substructure of two chemical graphs |
2021 |
Co Author |
1244 |
2 |
EXPERT SYSTEMS WITH APPLICATIONS |
An online isotonic separation with cascade architecture for binary classification |
2020 |
Co Author |
157 |
3 |
JOURNAL OF CLEANER PRODUCTION |
Hierarchical optimization of green routing for mobile advertisement vehicle |
2020 |
Co Author |
258 |
4 |
|
Green Vehicle Routing Problem with Queues |
2019 |
Co Author |
138 |
5 |
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS |
Analysing exposure diversity in collaborative recommender systems—Entropy fusion approach |
2019 |
Co Author |
533 |
6 |
KNOWLEDGE AND INFORMATION SYSTEMS |
A hybrid isotonic separation training algorithm with correlation-based isotonic feature selection for binary classification |
2019 |
Co Author |
59 |
7 |
|
Impact of Negative Correlations in Characterizing Cognitive Load States Using EEG Based Functional Brain Networks |
2018 |
Co Author |
0 |
8 |
Expert Systems with applications |
A Fuel Efficient Green Vehicle Routing Problem with varying speed constraint (F-GVRP) |
2018 |
Co Author |
100 |
9 |
MATCH - Communications in Mathematical and in Computer Chemistry |
Centrality Measures based Algorithm for Computing a Maximal Common Connected Edge Subgraph of Two Chemical Graphs |
2017 |
Co Author |
77 |
10 |
WIRELESS PERSONAL COMMUNICATIONS |
WARM Based Data Pre-fetching and Cache Replacement Strategies for Location Dependent Information System in Wireless Environment |
2016 |
Co Author |
90 |
11 |
Knowledge and Information Systems |
Centrality measures-based algorithm to visualize a maximal common induced subgraph in large communication networks |
2016 |
Co Author |
46 |
12 |
Knowledge and Information Systems |
Vertex cover-based binary tree algorithm to detect all maximum common induced subgraphs in large communication networks |
2016 |
Co Author |
48 |
13 |
Rairo - Opeations Research |
Vehicle Routing Problem with Limited Refueling Halts with Particle Swarm Optimization using Greedy Mutation Operator |
2015 |
Co Author |
49 |
14 |
Knowledge and information systems |
Evolutionary Isotonic separation for classification : theory and experiments |
2013 |
Co Author |
37 |
15 |
WSEAS Transactions on Information Science and Applications |
Isotonic separation with an instance selection algorithm using softest: theory and experiments |
2012 |
Co Author |
9 |
International & National Conferences
S.No. |
Conference Title |
Paper Title |
Date |
Role |
Organized By |
1 |
Advances in Intelligent Systems and Computing |
Impact of Shuffler Design Pattern on Software Quality |
03-05-2019 |
Co Author |
OTHERS |
2 |
Proceedings of International Conference on Mining Intelligence and Knowledge Exploration,Springer |
User Similarity Adjustment for Improving Accuracy and Diversity in Recommendations |
20-12-2015 |
Main Author |
|
3 |
Proceedings of International Conference on Mining Intelligence and Knowledge Exploration,Springer |
User Similarity Adjustment for Improving Accuracy and Diversity in Recommendations |
20-12-2015 |
Co Author |
|
4 |
Proceedings of International Conference on Multimedia Communications, Services and Security, Springer, CCIS 566 |
Ranking Based Approach for Noise Handling in Recommender Systems |
05-02-2015 |
Main Author |
|
5 |
Proceedings of International Conference on Multimedia Communications, Services and Security, Springer, CCIS 566 |
Ranking Based Approach for Noise Handling in Recommender Systems |
05-02-2015 |
Co Author |
|
6 |
Mathematical and Computational Models, 2011 |
Soft Sets based approach for Efficient Instance Selection in Pattern Recognition |
22-12-2011 |
Co Author |
|
Contributions
S.No. |
Title |
Author |
Nature |
Date |
1 |
Graph Based Isotonic Separation as aHealthcare Model Using Statistical Feature Selection
|
Dr.Malar B Dr.Nadarajan R
|
Chapter |
20-11-2020 |
Special Lectures Delivered
S.No. |
Event |
Topic |
Organizer |
From |
To |
1 |
International Conference |
Applied Probability and Stochastic Processes |
CMS College, Kottayam, Kerala |
07/01/2019 |
10/01/2019 |
Programmes Organised
S.No. |
Title of the Programme |
From |
To |
Sponsoring Agency |
No. of Audience |
1 |
5th International Conference on Computational intelligence, Cyber Security, Computational Models |
16-12-2021 |
18-12-2021 |
- |
300 |
2 |
Pre-Conference Workshop Cyber Physical Systems |
13-12-2021 |
14-12-2021 |
- |
300 |
3 |
Internation Conference on Computational Intelligence, Cyber Security & Computational Models (ICC3) |
19-12-2019 |
21-12-2019 |
- |
40 |
Programmes Attended
S.No. |
Title of the Programme |
From |
To |
Organized by |
Sponsoring Agency |
1 |
Academic Research Summit 2019 is focused on the theme of Data Science and AI |
24/01/2019 |
25/01/2019 |
Microsoft Research |
ACM and Robert Bosch Centre , India |
Awards and Achievements
S.No. |
Title of the Award |
Awarded By |
Date of Achievement |
1 |
Fellow ship awarded |
Computer Society of India, Coimbatore |
23/01/2017 |
Doctoral Guidance / Supervision : Completed
S.No. |
Name of the Candidate |
Title of the Thesis |
Date of Completion |
1 |
Dr.Priyalakshmi G
|
Empirical Evaluation of Non-Functional Properties of Software Ecosystems |
19-11-2019 |
2 |
Dr.Poonthalir G
|
Meta Heuristic Approaches for Solving Variants of Vehicle Routing Problem with Midway Halts |
12-04-2019 |
3 |
Dr.Thilaga M
|
Computational Techniques for Functional Brain Network Analysis |
21-01-2019 |
4 |
Dr.Nirmala P
|
Design and analysis of algorithms to invent similarity patterns in large graph databases. |
27-06-2018 |
5 |
R.Latha
|
Collaborative Recommender Systems with User Preference Mining Approaches |
20-07-2017 |
6 |
B.Malar
|
Heuristic And Model Based Approaches For Binary Classification Using Isotonic Separation |
07-12-2015 |
7 |
N.Rajamanickam
|
Certain Investigations on Computer Security Policies and Security Protocols |
14-09-2015 |
8 |
N.Ilayaraja
|
Data Caching and Prefetching Strategies for Location Dependent Information Access in Mobile Environments |
02-02-2015 |
9 |
N.Geetha
|
Study and Analysis of Emerging Soft Computing Approaches to Intelligent Systems in Pattern Recognition |
22-08-2014 |
10 |
RM.Periakaruppan
|
XML Document Structural Similarity Algorithms and its Applications |
17-04-2014 |
11 |
S.Suganthi
|
Adaptable Middleware Model for Dynamic Changes in the Requirements |
11-03-2014 |
12 |
V.Geetha
|
Investigations on Context - Aware Adaptive E - Assessment and their Performance Evaluation using Machine Learning |
03-02-2014 |
13 |
M.Thilagu
|
Investigations on Users’ Navigation Behaviour Using Efficient Web Usage Mining Techniques Based on Multiple Pattern Mining Models |
03-01-2014 |
14 |
R.Vijayalakshmi
|
Efficient Algorithms and Data Structures for Storage and Mining in Large Graph Databases |
29-10-2013 |
15 |
G.Uma Vetri Selvi
|
A Study on Medical Image Compression Techniques |
18-10-2013 |
16 |
F.Mary Magdalene Jane
|
Investigations on Client –Side Data Caching Policies for Location Dependent Data in Mobile Environments |
09-08-2010 |
17 |
B.Sridevi
|
Study of Similarity Measure of Fuzzy Numbers, Aggregation Operators in Fuzzy Systems and Decision Making |
12-10-2009 |
18 |
B.Kalpana
|
Efficient Strategies for Mining Frequent Itemsets and the Incremental Mining of Closed Frequent Itemsets Based on a Lattice Framework |
18-02-2009 |
19 |
A.Muthukumar
|
Efficient Association Rule Mining Algorithms on Transactional Databases |
16-02-2009 |
20 |
I.Elzabeth Shanthi
|
Information Retrieval on Object Oriented Databases |
04-06-2008 |
21 |
L.Robert
|
Random access and Preprocessing Algorithms for Text Data Compression |
22-03-2008 |
22 |
Yaser Nouh
|
BiTutor – Bayesian Intelligent Tutoring System |
02-02-2008 |
23 |
R.Manavalan
|
Certain Investigations on the Impact of Model Driven Architecture on Persistence Service Design |
08-03-2007 |
24 |
S.Palaniammal
|
A Study on Markovian Queueing Models with Bulk Service and Vacation |
06-10-2006 |
25 |
B.Suresh
|
Object Oriented Parallel Programming Model on a Network of Workstations |
05-08-2005 |
26 |
M.I.Afthab Begum
|
Queueing Models with Bulk Service and Vacation |
06-06-1997 |
27 |
M.R.Sitrarasu
|
Some Markovian Queueing Models with general Bulk Service |
10-06-1994 |
28 |
Mr.D.Audsin Mohana Dhas
|
Markovian General Bulk Service Queueing Models |
01-01-1990 |
29 |
D.Jayaraman
|
Queueing Models with Server's Vacation and General Bulk Service |
01-01-1990 |
30 |
D.Gunaseelan
|
Fast Algorithms For Mining Generalized Association Rules And Sequential Patterns In Massive Databases |
01-01-1990 |
Sponsored Research Projects
S.No. |
Title of the Project |
Sponsoring Agency |
Role |
1 |
Technology Innovation Hub (National Mission - ICPS) |
DST |
Co Investigator |
2 |
Cognitive Modelling and Analysis |
University of South Australia (UNISA) |
Co Investigator |
|