Personal Profile

Dr.Nadarajan R

Academic Title: Professor
Educational Qualification(s): B.Sc ( Mathematics ) - Madurai Kamaraj University - 1973
MSc ( ) - Annamalai University - 1975
Ph.D ( Mathematics ) - Annamalai University - 05/05/1982


Contact Information: rn.amcs@psgtech.ac.in
Google Scholar URL:

Skills

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 - 01/01/1970 )





International & National Journals

S.No. Journal Paper Title Year Role Volume
1 A hybrid isotonic separation training algorithm with correlation-based isotonic feature selection for binary classification 2019 Co Author 59
2 Communications in Computer and Information Science Impact of Negative Correlations in Characterizing Cognitive Load States Using EEG Based Functional Brain Networks 2018 Co Author 0
3 Expert Systems with applications A Fuel Efficient Green Vehicle Routing Problem with varying speed constraint (F-GVRP) 2018 Co Author 100
4 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
5 WIRELESS PERSONAL COMMUNICATIONS WARM Based Data Pre-fetching and Cache Replacement Strategies for Location Dependent Information System in Wireless Environment 2016 Co Author 90
6 Knowledge and Information Systems Centrality measures-based algorithm to visualize a maximal common induced subgraph in large communication networks 2016 Co Author 46
7 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
8 International Journal of Knowledge and Information Systems, Springer-Verlag Vertex cover-based binary tree algorithm to detect all maximum common induced subgraphs in large communication networks 2015 Main Author 4
9 International Journal of Knowledge and Information Systems, Springer-Verlag Vertex cover-based binary tree algorithm to detect all maximum common induced subgraphs in large communication networks 2015 Co Author 4
10 Rairo - Opeations Research Vehicle Routing Problem with Limited Refueling Halts with Particle Swarm Optimization using Greedy Mutation Operator 2015 Co Author 49
11 Knowledge and information systems Evolutionary Isotonic separation for classification : theory and experiments 2013 Co Author 37
12 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 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 PSG CT, Chennai
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 Co Author PSG CT, Chennai
3 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 PSG College of Technology, Chennai
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 Co Author PSG College of Technology, Chennai
5 Mathematical and Computational Models, 2011 Soft Sets based approach for Efficient Instance Selection in Pattern Recognition 22-12-2011 Co Author PSG, coimbatore






Seminars/Workshop/Conferences Attended

S.No. Sponsoring Agency Title of the Event From To Organized by
1 ACM and Robert Bosch Centre , India Academic Research Summit 2019 is focused on the theme of Data Science and AI 24/01/2019 25/01/2019 Microsoft Research



Doctoral Guidance / Supervision : Completed

S.No. Name of the Candidate Title of the Thesis Date of Completion
1 Dr.Poonthalir G
Meta Heuristic Approaches for Solving Variants of Vehicle Routing Problem with Midway Halts 12-04-2019
2 Mr.D.Audsin Mohana Dhas
Markovian General Bulk Service Queueing Models 12-04-2019
3 D.Jayaraman
Queueing Models with Server's Vacation and General Bulk Service 12-04-2019
4 M.R.Sitrarasu
Some Markovian Queueing Models with general Bulk Service 12-04-2019
5 M.I.Afthab Begum
Queueing Models with Bulk Service and Vacation 12-04-2019
6 D.Gunaseelan
Fast Algorithms For Mining Generalized Association Rules And Sequential Patterns In Massive Databases 12-04-2019
7 B.Suresh
Object Oriented Parallel Programming Model on a Network of Workstations 12-04-2019
8 S.Palaniammal
A Study on Markovian Queueing Models with Bulk Service and Vacation 12-04-2019
9 R.Manavalan
Certain Investigations on the Impact of Model Driven Architecture on Persistence Service Design 12-04-2019
10 L.Robert
Random access and Preprocessing Algorithms for Text Data Compression 12-04-2019
11 Yaser Nouh
BiTutor – Bayesian Intelligent Tutoring System 12-04-2019
12 I.Elzabeth Shanthi
Information Retrieval on Object Oriented Databases 12-04-2019
13 B.Kalpana
Efficient Strategies for Mining Frequent Itemsets and the Incremental Mining of Closed Frequent Itemsets Based on a Lattice Framework 12-04-2019
14 B.Sridevi
Study of Similarity Measure of Fuzzy Numbers, Aggregation Operators in Fuzzy Systems and Decision Making 12-04-2019
15 A.Muthukumar
Efficient Association Rule Mining Algorithms on Transactional Databases 12-04-2019
16 F.Mary Magdalene Jane
Investigations on Client –Side Data Caching Policies for Location Dependent Data in Mobile Environments 12-04-2019
17 R.Vijayalakshmi
Efficient Algorithms and Data Structures for Storage and Mining in Large Graph Databases 12-04-2019
18 G.Uma Vetri Selvi
A Study on Medical Image Compression Techniques 12-04-2019
19 M.Thilagu
Investigations on Users’ Navigation Behaviour Using Efficient Web Usage Mining Techniques Based on Multiple Pattern Mining Models 12-04-2019
20 V.Geetha
Investigations on Context - Aware Adaptive E - Assessment and their Performance Evaluation using Machine Learning 12-04-2019
21 S.Suganthi
Adaptable Middleware Model for Dynamic Changes in the Requirements 12-04-2019
22 RM.Periakaruppan
XML Document Structural Similarity Algorithms and its Applications 12-04-2019
23 N.Geetha
Study and Analysis of Emerging Soft Computing Approaches to Intelligent Systems in Pattern Recognition 12-04-2019
24 N.Ilayaraja
Data Caching and Prefetching Strategies for Location Dependent Information Access in Mobile Environments 12-04-2019
25 N.Rajamanickam
Certain Investigations on Computer Security Policies and Security Protocols 12-04-2019
26 B.Malar
Heuristic And Model Based Approaches For Binary Classification Using Isotonic Separation 12-04-2019
27 R.Latha
Collaborative Recommender Systems with User Preference Mining Approaches 12-04-2019
28 Dr.Nirmala P
Design and analysis of algorithms to invent similarity patterns in large graph databases. 30-11--0001
29 Dr.Thilaga M
Computational Techniques for Functional Brain Network Analysis 30-11--0001



Doctoral Guidance / Supervision : In Progress

S.No. Name of the Candidate Area of Research
1 G.Priyalakshmi Software Patterns
2 G.Poonthalir Soft Computing

Sponsored Research Projects

S.No. Title of the Project Sponsoring Agency Role
1 Cognitive Modelling and Analysis University of South Australia (UNISA) Co Investigator